José Manuel Ferreira Machado (8616-48D9-DA94)

Curriculum Vitae

José Manuel Ferreira Machado

Jose Machado is Associate Professor with Habilitation of the Department of Informatics, School of Engineering, University of Minho. He is at the University of Minho since 1988. He has always prioritized work in scientific R&D groups geared towards application in industrial domains and public services, in particular courts, hospitals and city councils. He has participated in dozens of publicly funded projects through FCT, the European Community or through the provision of services to the Community. He is one of the authors of the AIDA platform (Agency for Interoperation, Dissemination and Medical Information Archives), currently operating in several hospitals in Portugal. The AIDA platform is an example of the success of the strategy followed in terms of technology transfer from the University to abroad, having received several national prizes (Hospital of the Future 2007, 2008 and 2009, Good Practices in Health 2014, Portugal Digital Awards 2016, IHF Awards 2021). He also co-authored the first version of the Diploma Supplement which follows the model developed by the European Commission, Council of Europe and UNESCO / CEPES, which aims to provide sufficient independent data to improve international "transparency" and academic education, as well as professional recognition of qualifications. He is director of the ALGORITMI R&D Center of the School of Engineering of the University of Minho since 2017. He is former Associate Director of ALGORITMI (2016-17). He is a founding member and former header of ALGORITMI's "Computer Science and Technology" research line and he is founder and header of ALGORITMI's "Knowledge Engineering" group. He is former Director of the CCTC-Center for Computer Science and Technology (2013-2015). He is the coordinator of the ERASMUS at the University of minho (in Medical Informatics) and he is former PhD Diretor of the PhD in Biomedical Engineering. He supervised 14 PhDs, 94 MSc and 4 post-Doc students. He supervises now 7 PhD students, 32 MsC students and 2 post-Docs. He supervises also several grants in research projects. He was also evaluator of research projects from scientific entities of Canada, Swiss, Peru, UAE and Portugal (FCT and MIT Portugal), as well as of the European Science Foundation and ALBAN program. He is or was involved in the collaboration projects between Bosch Car Multimedia and ALGORITMI. He leads sub-projects of the PRR agendas GReenAuto and Be.Neutral. The works are developed within the group of "Knowledge Engineering", he coordinates. He has more than 470 publications in books, book chapters, journals and proceedings of international and national conferences, of which more than 370 are indexed (ISI, Scopus, DBLP, ACM) and 73 in journals. He has in Scopus 2220 citations, h-index = 23, authors from 43 countries. He is editor of BiomedInformatics-MDPI, associate editor of IJRQEH-IGI Global and Frontiers in Public Health (section Disaster and Emergency Medicine), a member of the "editorial advisory board" of 4 international journals or "book series", member of the editorial board of 11 international journals. He has been a reviewer of publications at international conferences more than 200 times, including IJCAII, AAMAS and IEEE CEC. He was conference chair of international conferences (EPIA 2007, ESM 2011, ISC 2018 , AISCOVID19 2021, AISCOVID19 2022, DeepLearning 2022 Spring, Blockchain 2023), involved in the organization committee of international conferences (EUMAS 2006, ICMA 2019, ECEA 2019, IDEAL 2020, DCAI 2021, DCAI 2022, PAAMS 2023) and organized 41 workshops or special sessions at international level. He was a member of the board of the Portuguese Association for Artificial Intelligence (2006-2013) and he was the chair of the IEEE Computational Intelligence Society, Portuguese Chapter (2020-2021).

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Identification

Personal identification

Full name: José Manuel Ferreira Machado

Citation names

Machado, José

Author identifiers

Ciência ID: 8616-48D9-DA94
ORCID iD: 0000-0003-4121-6169
Google Scholar ID: ffQIPFkAAAAJ
Researcher Id: B-5887-2009
Scopus Author Id: 56196003100

Email addresses

jmac@di.uminho.pt (Professional)

Knowledge fields

Exact Sciences - Computer and Information Sciences - Computer Sciences
Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
English	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)
French	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)

Education

	Degree	Classification
2011 - 2012 Concluded	Informática (Título de Agregado) Major in Inteligência Artificial Universidade de Trás-os-Montes e Alto Douro, Portugal	Aprovado
1995 - 2002 Concluded	Informática (Doutoramento) Major in Inteligência Artificial Universidade do Minho, Portugal "Agentes Inteligentes como Objectos dum Sistema Distribuído de Realidade Virtual," (THESIS/DISSERTATION)	Aprovado
2002 Concluded	Informática (Doutoramento) Major in Sem especialidade Universidade do Minho, Portugal "Agentes Inteligentes Como Objectos de um Sistema Distribuído de Realidade Virtual" (THESIS/DISSERTATION)
1988 - 1993 Concluded	Provas de Aptidão Profissional e Capacidade Científica (Título de especialista) Major in Lógica Computacional Universidade do Minho, Portugal	Aprovado
1982 - 1988/10/02 Concluded	Licenciatura em Engenharia de Sistemas e Informática (Licenciatura) Universidade do Minho, Portugal	14

Affiliation

Teaching in Higher Education

	Category Host institution	Employer
2012/03/22 - Current	Associate Professor (University Teacher)	Universidade do Minho Centro ALGORITMI, Portugal

2002 - 2012	Assistant Professor (University Teacher)	Universidade do Minho, Portugal

1993 - 2002	Assistant (University Teacher)	Universidade do Minho, Portugal

1988 - 1993	Trainee Assistant (University Teacher)	Universidade do Minho, Portugal

1987 - 1988	Tutor (University Teacher)	Universidade do Minho, Portugal

Projects

Grant

	Designation	Funders
2005/02 - 2008/01	ArgEmotionAgents - Argumentative Agents with Emotional Behaviour Modelling for Participants´ Support in Group Decision-Making Meetings 56259 Provided by PTCRIS: 56259	Fundação para a Ciência e a Tecnologia, I.P.

Contract

	Designation	Funders
2023 - Current	Be.Neutral Be.Neutral	Ongoing
2023 - Current	DIH Attract-Digital Innovation Hub for Artificial Intelligence and High-Performance Computing DIH ATTRACT Researcher	Ongoing
2022 - Current	GreenAuto - Green innovation for the Automotive Industry GreenAuto Researcher	Ongoing
2021 - Current	GoodBrother-Network on Privacy-Aware Audio and Video-Based Applications for Active and Assisted Living COST Actions 19121 Researcher Universidade do Minho Centro ALGORITMI, Portugal	Horizon 2020 Ongoing
2021 - Current	Automotive Skills Alliance - implementing the Pact for Skills in the Automotive Ecosystem Automotive Skills Alliance Researcher Universidade do Minho Centro ALGORITMI, Portugal	Ongoing
2020 - Current	Projecto Estratégico - UIDB/CEC/00319/2020 UIDB/00319/2020 Principal investigator Universidade do Minho Centro ALGORITMI, Portugal	Ongoing
2020 - Current	Apoio à Decisão Inteligente na otimização de tempos de resposta e de recursos para melhoria da qualidade de serviço SAMA 2002 Researcher Universidade do Minho Centro ALGORITMI, Portugal	SPMS Serviços Partilhados do Ministério da Saúde EPE Ongoing
2020 - Current	Data Science aplicada à diabetes para aumento de qualidade de vida do doente e de racionalização de custos SAMA 2020 Researcher Universidade do Minho Centro ALGORITMI, Portugal	SPMS Serviços Partilhados do Ministério da Saúde EPE Ongoing
2020 - Current	Gestão inteligente de internamento como forma de aumentar a qualidade e eficiência SAMA 2020 Researcher Universidade do Minho Centro ALGORITMI, Portugal	SPMS Serviços Partilhados do Ministério da Saúde EPE Ongoing
2020 - Current	Controlo Inteligente de Infeção Hospitalar SAMA 2020 Researcher Universidade do Minho Centro ALGORITMI, Portugal	SPMS Serviços Partilhados do Ministério da Saúde EPE Ongoing
2019 - Current	CDS4IM - Intelligent Clinical Decision Support for Intensive Medicine CDS4IM Researcher Universidade do Minho Centro ALGORITMI, Portugal	Fundação para a Ciência e a Tecnologia, I.P. Ongoing
2019 - Current	DS&AI - Development in Data Science and Artificial Intelligence 599600-EPP-1-2018-1-TH-EPPKA2-CBHE-JP (2018-2503/001-001 Researcher Universidade do Minho Centro ALGORITMI, Portugal	Ongoing
2018 - Current	PRM-Patient Relationship Management PRM Principal investigator TecMinho Associação Universidade-Empresa para o Desenvolvimento, Portugal	Concluded
2023/03/01 - 2026/02/28	Hybrid models implementation to reduce the impact of wastewaters treatment in receiving waters 2022.06822.PTDC Universidade do Minho, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2021/01/01 - 2025/12/31	Laboratório Associado de Sistemas Inteligentes 10.54499/LA/P/0104/2020 Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal Universidade do Minho, Portugal Universidade do Porto Faculdade de Ciências, Portugal Universidade do Porto Centro de Matemática, Portugal Universidade Nova de Lisboa, Portugal Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal Universidade do Minho Centro ALGORITMI, Portugal Universidade do Minho Instituto de Polímeros e Compósitos, Portugal Universidade de Aveiro, Portugal Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal Universidade Nova de Lisboa Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial, Portugal Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal Universidade de Coimbra, Portugal Universidade de Coimbra Centro de Informatica e Sistemas, Portugal Instituto Politécnico do Cávado e do Ave, Portugal Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal Universidade do Porto Faculdade de Engenharia, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2021/12/01 - 2023/12/31	NETEDGE-Planemanento da Integração de Redes PON a Redes Móveis 5G e Tecnologias Inovadoras de Processamento de Junto à Borda POCI-01-0247-FEDER-069977 - ANI/010/17/SI/2019 Researcher Universidade do Minho Centro ALGORITMI, Portugal	Comissao de Coordenacao e Desenvolvimento Regional do Norte Ongoing
2022 - 2023	Magellan-Localizable, interoperable, cyber-safe, resilient, distributed autonomous and connected urban infrastructure" project LISBOA-01-0247-FEDER-071980 Principal investigator	Concluded
2021/01/01 - 2022/12/31	Soluções Integradas e Inovadoras para o bem-estar das pessoas nos centros urbanos complexos NORTE-01-0145-FEDER-000086 Principal investigator Universidade do Minho Centro ALGORITMI, Portugal	Comissao de Coordenacao e Desenvolvimento Regional do Norte Ongoing
2019/01/01 - 2021/12/31	ICDS4IM - Suporte Inteligente à Decisão Clinica em Medicina Intensiva DSAIPA/DS/0084/2018 Universidade do Minho, Portugal Universidade do Minho Centro ALGORITMI, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2016/01/01 - 2021/12/31	RISEWISE-Rise Women with disabilities In Social Engagement RISEWISE - 690874 Universidade do Minho Centro ALGORITMI, Portugal	European Commission Concluded
2018 - 2021	DRIVES - Development and Research on Innovative Vocational Education Skills DRIVES Principal investigator Universidade do Minho Centro ALGORITMI, Portugal	Ongoing
2018 - 2021	Factory of the Future: Smart Manufacturing 039479 Researcher	Ongoing
2018 - 2021	Easy Ride: Experience is everything Easy Ride 037902 Researcher Universidade do Minho Centro ALGORITMI, Portugal	Ongoing
2018 - 2021	Sensible Car: Automated Driving Sensible Car 037902 Researcher	Ongoing
2019 - 2019	Projecto Estratégico - UID/CEC/00319/2019 UID/CEC/00319/2019 Principal investigator	Concluded
2016 - 2019	DEM - Deus ex-Machine DEM Researcher	Ongoing
2017 - 2018	Sistema de Alerta, Gestão e Monitorização de Catástrofes GEO Principal investigator TecMinho Associação Universidade-Empresa para o Desenvolvimento, Portugal	Concluded
2015 - 2018	Projecto Estratégico - UID/CEC/00319/2013 UID/CEC/00319/2013 Principal investigator	Concluded
2015 - 2018	iFACTORY iFACTORY Researcher	Concluded
2015 - 2018	INNOVCAR INNOVCAR Researcher	Concluded
2015 - 2018	Projecto Estratégico - UID/CEC/00319/2013 UID/CEC/00319/2013	N/A
2013/06/01 - 2015/10/31	INTCARE II - Sistema de Apoio à Decisão Inteligente para Medicina Intensiva PTDC/EEI-SII/1302/2012 Universidade do Minho, Portugal Universidade do Minho Centro ALGORITMI, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2013/06 - 2015/10	INTCARE II - Intelligent Decision Support System for Intensive Care 126314 Provided by PTCRIS: 126314 Researcher	Fundação para a Ciência e a Tecnologia, I.P.
2013 - 2015	HMIEXCEL HMIEXCEL Researcher Universidade do Minho Centro ALGORITMI, Portugal	Concluded
2014 - 2014	Projecto Estratégico - UI 752 - 2014 PEst-OE/EEI/UI0752/2014 Principal investigator	Concluded
2011/01/01 - 2013/12/31	Projecto Estratégico - UI 752 - 2011-2012 PEst-OE/EEI/UI0752/2011 Universidade do Minho, Portugal Universidade do Minho Centro ALGORITMI, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2011 - 2013	Projecto Estratégico - UI 752 - 2011-2012 (Strategic Project - UI 752 - 2011-2012) Est-OE/EEI/UI0752/2011 Principal investigator	Concluded
2010/08/20 - 2012/08/19	INTELLIPave - UMA APLICAÇÃO DE TÉCNICAS DE INTELIGÊNCIA EVOLUCIONÁRIA À MODELAGEM DE PAVIMENTOS ASFÁLTICOS UTAustin/CA/0012/2008 Universidade do Minho, Portugal Universidade do Minho Centro ALGORITMI, Portugal Universidade de Lisboa, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2010/08 - 2012/08	INTELLIPave - AN EVOLUTIONARY INTELLIGENCE APPROACH TO ASPHALT PAVEMENT MODELLING Provided by PTCRIS: 83666 83666 Researcher	Fundação para a Ciência e a Tecnologia, I.P. Concluded
2008/09/01 - 2012/02/29	TIARAC: Telemática e Inteligência Artificial na Resolução Alternativa de Conflitos PTDC/JUR/71354/2006 Universidade do Minho, Portugal Universidade do Minho Centro ALGORITMI, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2008/09 - 2012/02	TIARAC: Telematics and Artificial Intelligence in Alternative Conflict Resolution 71354 Provided by PTCRIS: 71354 Researcher	Fundação para a Ciência e a Tecnologia, I.P.
2008/01/02 - 2012/01/01	INTCARE - Sistema de Apoio à Decisão Inteligente para Medicina Intensiva PTDC/EIA/72819/2006 Universidade do Minho, Portugal Universidade do Minho Centro ALGORITMI, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2008/01 - 2012/01	INTCARE - Intelligent Decision Support System for Intensive Care Provided by PTCRIS: 72819 72819 Researcher	Fundação para a Ciência e a Tecnologia, I.P. Concluded
2007/01 - 2009/04	Intelligent Agents and Legal Relations 83665 Provided by PTCRIS: 83665 Researcher	Fundação para a Ciência e a Tecnologia, I.P. Concluded
2006/05 - 2007/12	Intelligent Agents and Legal Relations Provided by PTCRIS: 57221 57221 Researcher	Fundação para a Ciência e a Tecnologia, I.P. Concluded
1995 - 1998	MAD, Sistemas de Apoio à Decisão em MAtéria de Direito PCSH/C/CJU/924/95 Researcher

Outputs

Publications

Book	Pimenta, N.; Sousa, R.; Peixoto, H.; Machado, J.. A Comprehensive Study on Personal and Medical Information to Predict Diabetes. 2023. 10.1007/978-3-031-20859-1_20 Machado, J.M.; Chamoso, P.; Hernández, G.; Bocewicz, G.; Loukanova, R.; Jove, E.; Del Rey, A.M.; Ricca, M.. Correction to: Distributed Computing and Artificial Intelligence, Special Sessions, 19th International Conference (Springer Science and Business Media Deutschland GmbH, 10.1007/978-3-031-23210-7). 2023. 10.1007/978-3-031-23210-7_23 Machado, J.M.; Chamoso, P.; Hernández, G.; Bocewicz, G.; Loukanova, R.; Jove, E.; Del Rey, A.M.; Ricca, M.. Preface. 2023. Neto, C.; Ferreira, D.; Cunha, H.; Pires, M.; Marques, S.; Sousa, R.; Machado, J.. Recommendation of Medical Exams to Support Clinical Diagnosis Based on Patient’s Symptoms. 2023. 10.1007/978-3-031-38204-8_8 Sousa, R.; Oliveira, D.; Hak, F.; Machado, J.. The Impact of Contingency Measures on the COVID-19 Reproduction Rate. 2023. 10.1007/978-3-031-38204-8_3 Neto, C.; Ferreira, D.; Nunes, J.; Braga, L.; Martins, L.; Cunha, L.; Machado, J.. Classification of Dementia in Adults. 2022. 10.1007/978-981-16-4884-7_23 Guisasola, A.C.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. Detecting Autism Spectrum Disorder Using Data Mining. 2022. 10.1007/978-981-16-4884-7_22 Neto, C.; Ferreira, D.; Ramos, J.; Cruz, S.; Oliveira, J.; Abelha, A.; Machado, J.. Prediction Models for Coronary Heart Disease. 2022. 10.1007/978-3-030-86261-9_12 González, S.R.; Machado, J.M.; González-Briones, A.; Wikarek, J.; Loukanova, R.; Katranas, G.; Casado-Vara, R.. Preface. 2022. 10.1016/B978-0-12-809464-8.05001-6 Sousa, R.; Oliveira, D.; Carneiro, A.; Pinto, L.; Pereira, A.; Peixoto, A.; Peixoto, H.; Machado, J.. The Covid-19 Influence on the Desire to Stay at Home: A Big Data Architecture. 2022. 10.1007/978-3-031-21753-1_20 Sousa, R.; Lopes, D.; Silva, A.; Durães, D.; Peixoto, H.; Machado, J.; Novais, P.. Sustainable and Social Energy on Smart Cities: Systematic Review. 2022. 10.1007/978-3-031-20316-9_6 Silva, G.O.; Rocha, A.M.A.C.; Witeck, G.R.; Silva, A.; Durães, D.; Machado, J.. Traffic Light Optimization of an Intersection: A Portuguese Case Study. 2022. 10.1007/978-3-031-23236-7_15 Miranda, R.; Ramos, V.; Ribeiro, E.; Rodrigues, C.; Silva, A.; Durães, D.; Analide, C.; Abelha, A.; Machado, J.. Crowdsensing on Smart Cities: A Systematic Review. 2022. 10.1007/978-3-031-22419-5_9 Montenegro, L.; Peixoto, H.; Machado, J.M.. Evaluation of Transfer Learning to Improve Arrhythmia Classification for a Small ECG Database. 2022. 10.1007/978-3-031-22419-5_20 Marques, C.; Ramos, V.; Peixoto, H.; Machado, J.. Predicting Diabetes Disease in the Female Adult Population, Using Data Mining. 2022. 10.1007/978-3-030-99197-5_6 Duarte, A.; Peixoto, H.; Machado, J.. A Comparative Study of Data Mining Techniques Applied to Renal-Cell Carcinomas. 2022. 10.1007/978-3-030-99197-5_5 Oliveira, C.; Sousa, R.; Peixoto, H.; Machado, J.. Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning. 2022. 10.1007/978-3-031-18697-4_18 Alves, C.; Chaves, A.; Rodrigues, C.; Ribeiro, E.; Silva, A.; Durães, D.; Machado, J.; Novais, P.. Survey for Big Data Platforms and Resources Management for Smart Cities. 2022. 10.1007/978-3-031-15471-3_34 Pereira, P.; Linhares Silva, A.; Machado, R.; Silva, J.; Durães, D.; Machado, J.; Novais, P.; et al. Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models. 2022. 10.1007/978-3-031-16474-3_24 Silva, G.O.; Rocha, A.M.A.C.; Witeck, G.R.; Silva, A.; Durães, D.; Machado, J.. On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem. 2022. 10.1007/978-3-031-10562-3_6 Pereira, P.J.; Costa, N.; Barros, M.; Cortez, P.; Durães, D.; Silva, A.; Machado, J.. A Comparison of Automated Time Series Forecasting Tools for Smart Cities. 2022. 10.1007/978-3-031-16474-3_45 Witeck, G.R.; Rocha, A.M.A.C.; Silva, G.O.; Silva, A.; Durães, D.; Machado, J.. A Bibliometric Review and Analysis of Traffic Lights Optimization. 2022. 10.1007/978-3-031-10562-3_4 Castanheira, A.; Peixoto, H.; Machado, J.. Overcoming challenges in healthcare interoperability regulatory compliance. 2021. 10.1007/978-3-030-58356-9_5 Durães, D.; Marcondes, F.S.; Gonçalves, F.; Fonseca, J.; Machado, J.; Novais, P.. Detection violent behaviors: A survey. 2021. 10.1007/978-3-030-58356-9_11 Marcondes, F.S.; Durães, D.; Gonçalves, F.; Fonseca, J.; Machado, J.; Novais, P.. In-vehicle violence detection in carpooling: A brief survey towards a general surveillance system. 2021. 10.1007/978-3-030-53036-5_23 Vieira, E.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. Data Mining Approach to Classify Cases of Lung Cancer. 2021. 10.1007/978-3-030-72657-7_49 Santos, F.; Durães, D.; Marcondes, F.; Gomes, M.; Gonçalves, F.; Fonseca, J.; Wingbermuehle, J.; Machado, J.; Novais, P.. Modelling a Deep Learning Framework for Recognition of Human Actions on Video. 2021. 10.1007/978-3-030-72657-7_10 Neto, C.; Pontes, G.; Domente, A.; Reinolds, F.; Costa, J.; Ferreira, D.; Machado, J.. Step Towards Predicting Patient Length of Stay in Intensive Care Units. 2021. 10.1007/978-3-030-72654-6_28 Durães, D.; Santos, F.; Marcondes, F.S.; Lange, S.; Machado, J.. Comparison of Transfer Learning Behaviour in Violence Detection with Different Public Datasets. 2021. 10.1007/978-3-030-86230-5_23 Santos, F.; Durães, D.; Marcondes, F.S.; Lange, S.; Machado, J.; Novais, P.. Efficient Violence Detection Using Transfer Learning. 2021. 10.1007/978-3-030-85710-3_6 Cunha, A.F.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. A CRISP-DM Approach for Predicting Liver Failure Cases: An Indian Case Study. 2021. 10.1007/978-3-030-80624-8_20 Esteves, M.; Abelha, A.; Machado, J.. A proof of concept of a business intelligence platform to support the decision-making process of health professionals in waiting lists. 2021. Oliveira, S.; Esteves, M.; Cernadas, R.; Abelha, A.; Machado, J.. The development of a business intelligence web application to support the decision-making process regarding absenteeism in the workplace. 2020. 10.1007/978-3-030-40690-5_11 Faria, S.; Oliveira, D.; Abelha, A.; Machado, J.. Intelligent support system for the provision of inpatient care. 2020. 10.1007/978-3-030-40690-5_36 Sousa, R.; Ferreira, D.; Abelha, A.; Machado, J.. Step Towards Monitoring Intelligent Agents in Healthcare Information Systems. 2020. 10.1007/978-3-030-45697-9_50 Neto, C.; Brito, M.; Peixoto, H.; Lopes, V.; Abelha, A.; Machado, J.. Prediction of Length of Stay for Stroke Patients Using Artificial Neural Networks. 2020. 10.1007/978-3-030-45688-7_22 Fernandes, C.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. How to Assess the Acceptance of an Electronic Health Record System?. 2020. 10.1007/978-3-030-45697-9_45 Lori, N.; Ferreira, D.; Alves, V.; Machado, J.. Bridging the Gap of Neuroscience, Philosophy, and Evolutionary Biology to Propose an Approach to Machine Learning of Human-Like Ethics. 2020. 10.1007/978-3-030-62365-4_30 Jesus, T.; Duarte, J.; Ferreira, D.; Durães, D.; Marcondes, F.; Santos, F.; Gomes, M.; et al. Review of Trends in Automatic Human Activity Recognition Using Synthetic Audio-Visual Data. 2020. 10.1007/978-3-030-62365-4_53 Costa, D.; Pereira, C.; Peixoto, H.; Machado, J.. Anticipating Maintenance in Telecom Installation Processes. 2020. 10.1007/978-3-030-62365-4_31 Peixoto, V.; Peixoto, H.; Machado, J.. Integrating a Data Mining Engine into Recommender Systems. 2020. 10.1007/978-3-030-62362-3_19 Cunha, G.; Peixoto, H.; Machado, J.. Improving Performance of Recommendation System Architecture. 2020. 10.1007/978-3-030-62365-4_47 Portela, F.; Santos, M.F.; Machado, J.; da Silva Abelha, A.; Rua, F.. Step towards pervasive technology assessment in intensive medicine. 2020. Braga, A.; Portela, F.; Santos, M.F.; da SilvaAbelha, A.; Machado, J.; Silva, Á.; Rua, F.. Applied pervasive patient timeline in intensive care units. 2020. Portela, F.; Santos, M.F.; da Abelha, A.S.; Machado, J.; Rua, F.. Data quality and critical events in ventilation: An intensive care study. 2020. Veloso, R.; Portela, F.; Santos, M.F.; Machado, J.; da Abelha, A.S.; Rua, F.; Silva, Á.. Categorize readmitted patients in intensive medicine by means of clustering data mining. 2020. Peixoto, H.; Correia e Silva, L.; Pereira, S.; Jesus, T.; Lopes, V.; Abelha, A.; Machado, J.. Predicting Death and Morbidity in Perforated Peptic Ulcer. 2019. 10.1007/978-3-030-11890-7_54 Machado, J.; Cardoso, A.C.; Gomes, I.; Silva, I.; Lopes, V.; Peixoto, H.; Abelha, A.. Predicting the Length of Hospital Stay After Surgery for Perforated Peptic Ulcer. 2019. 10.1007/978-3-030-11890-7_55 Loreto, P.; Peixoto, H.; Abelha, A.; Machado, J.. Predicting low birth weight babies through data mining. 2019. 10.1007/978-3-030-16187-3_55 Ferreira, D.; Neto, C.; Machado, J.; Abelha, A.. Steps towards online monitoring systems and interoperability. 2019. 10.1007/978-3-030-16187-3_51 Peixoto, H.; Francisco, A.; Duarte, A.; Esteves, M.; Oliveira, S.; Lopes, V.; Abelha, A.; Machado, J.. Predicting Postoperative Complications for Gastric Cancer Patients Using Data Mining. 2019. 10.1007/978-3-030-16447-8_4 Cruz, M.; Esteves, M.; Peixoto, H.; Abelha, A.; Machado, J.. Application of data mining for the prediction of prophylactic measures in patients at risk of deep vein thrombosis. 2019. 10.1007/978-3-030-16187-3_54 Neto, C.; Ferreira, D.; Abelha, A.; Machado, J.. Improving healthcare delivery with new interactive visualization methods. 2019. 10.1007/978-3-030-16187-3_52 Ferreira, J.; Portela, F.; Machado, J.; Santos, M.F.. Adaptive business intelligence in healthcare - A platform for optimising surgeries. 2019. 10.1007/978-3-030-16187-3_59 Coelho, D.; Guimarães, T.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Pervasive business intelligence in misericordias – A Portuguese case study. 2018. 10.1007/978-3-319-93644-4_5 Gonçalves, P.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.. Step towards a pervasive data system for intensive care medicine. 2018. 10.1007/978-3-319-77700-9_35 Oliveira, D.; Coimbra, A.; Miranda, F.; Abreu, N.; Leuschner, P.; Machado, J.; Abelha, A.. New approach to an openEHR introduction in a portuguese healthcare facility. 2018. 10.1007/978-3-319-77700-9_21 Esteves, M.; Miranda, F.; Machado, J.; Abelha, A.. Mobile collaborative augmented reality and business intelligence: A system to support elderly people’s self-care. 2018. 10.1007/978-3-319-77700-9_20 Neves, J.; Vicente, H.; Esteves, M.; Ferraz, F.; Abelha, A.; Machado, J.. Waiting time screening in healthcare. 2018. 10.1007/978-3-319-98752-1_14 Reis, R.; Mendonça, A.; Ferreira, D.L.A.; Peixoto, H.; Machado, J.. Business intelligence for nutrition therapy. 2018. Neto, C.; Dias, I.; Santos, M.; Peixoto, H.; Machado, J.. Applied business intelligence in surgery waiting lists management. 2018. Silva, C.; Oliveira, D.; Peixoto, H.; Machado, J.; Abelha, A.. Data mining for prediction of length of stay of cardiovascular accident inpatients. 2018. 10.1007/978-3-030-02843-5_43 Silva, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. An ontology for mapping cerebral death. 2017. 10.1007/978-3-319-56541-5_31 Carvalhosa, P.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Pervasiveness in digital marketing – A global overview. 2017. 10.1007/978-3-319-56541-5_40 Marins, F.; Cardoso, L.; Esteves, M.; Machado, J.; Abelha, A.. An agent-based rfid monitoring system for healthcare. 2017. 10.1007/978-3-319-56541-5_42 Queiróos, R.; Portela, F.; Machado, J.; Queirós, Ricardo; Portela, Filipe; Machado, José Manuel. Magni - A framework for developing context-aware mobile applications. Portugal: Springer. 2017. 10.1007/978-3-319-56541-5_43 Silva, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Text mining models to predict brain deaths using X-Rays clinical notes. 2017. 10.1007/978-3-319-58130-9_15 Coelho, D.; Portela, F.; Santos, M. F.; Machado, J.; Abelha, A.. A Pervasive Business Intelligence Solution to Manage Portuguese Misericordia. 2017. 10.5220/0006382301170123 Esteves, M.; Vicente, H.; Machado, J.; Alves, V.; Neves, J.. A case based methodology for problem solving aiming at knee osteoarthritis detection. 2017. 10.1007/978-3-319-51281-5_28 Cardoso, L.; Marins, F.; Quintas, C.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. Interoperability in healthcare. 2017. Morgado, P.; Vicente, H.; Abelha, A.; Machado, J.; Neves, J.. A case-based approach to colorectal cancer detection. 2017. 10.1007/978-981-10-4154-9_50 Peixoto, C.; Brito, C.; Fontainhas, M.; Abelha, A.; Peixoto, H.; Machado, J.. Continuous Ambulatory Peritoneal Dialysis: Business Intelligence applied to patient monitoring CAPD study and statistics. 2017. 10.1109/FiCloudW.2017.30 Abelha, A.; Pereira, E.; Brandão, A.; Portela, F.; Santos, M.F.; Machado, J.; Braga, J.. Improving quality of services in maternity care triage system. 2017. 10.4018/IJEHMC.2015040102 Braga, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, Á.; Rua, F.. Real-time models to predict the use of vasopressors in monitored patients. 2016. 10.1007/978-3-319-29175-8_2 Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Pervasive adaptive data acquisition gateway for critical healthcare. 2016. 10.1007/978-3-319-31307-8_59 Braga, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Pervasive patient timeline for intensive care units. 2016. 10.1007/978-3-319-31307-8_55 Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predicting pre-triage waiting time in a maternity emergency room through data mining. 2016. 10.1007/978-3-319-29175-8_10 Neves, J.; Gonçalves, N.; Oliveira, R.; Gomes, S.; Macedo, J.; Abelha, A.; Analide, C.; et al. Screening a case base for stroke disease detection. 2016. 10.1007/978-3-319-32034-2_1 Neves, J.; Abelha, V.; Vicente, H.; Machado, J.. Length of hospital stay and quality of care. 2016. 10.1007/978-3-319-27478-2_19 Faria, R.; Vicente, H.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. A case-based approach to nosocomial infection detection. 2016. 10.1007/978-3-319-39384-1_14 Machado, J.; Oliveira, L.; Barreiro, L.; Pinto, S.; Coimbra, A.. Applying soft computing to clinical decision support. 2016. 10.4018/978-1-4666-9882-6.ch013 Coimbra, A.; Vicente, H.; Abelha, A.; Filipe Santos, M.; Machado, J.; Neves, J.. Prediction of length of hospital stay in preterm infants a case-based reasoning view. 2016. 10.1007/978-3-319-39630-9_10 Quintas, A.; Vicente, H.; Novais, P.; Abelha, A.; Santos, M.F.; Machado, J.; Neves, J.. A case based approach to assess waiting time prediction at an intensive care unity. 2016. 10.1007/978-3-319-41929-9_4 Machado, J.; Abelha, A.. Applying business intelligence to clinical and healthcare organizations. 2016. 10.4018/978-1-4666-9882-6 Machado, J.; Abelha, A.. Preface. 2016. Esteves, M.; Vicente, H.; Gomes, S.; Abelha, A.; Santos, M.F.; Machado, J.; Neves, J.. Waiting time screening in diagnostic medical imaging – A case-based view. 2016. 10.1007/978-3-319-40973-3_30 Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Critical events in mechanically ventilated patients. 2016. 10.1007/978-3-319-31307-8_61 Oliveira, P.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Optimization techniques to detect early ventilation extubation in intensive care units. 2016. 10.1007/978-3-319-31307-8_62 Pereira, S.; Torres, L.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predicting triage waiting time in maternity emergency care by means of data mining. 2016. 10.1007/978-3-319-31307-8_60 Gon?alves, N.; Quintas, C.; Machado, J.; Gonçalves, N.. Clinical business intelligence to prevent stroke accidents. 2016. 10.4018/978-1-4666-9882-6.ch012 Carvalho, S.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Step towards of a homemade business intelligence solution - A case study in textile industry. 2015. 10.1007/978-3-319-16486-1_36 Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Clustering barotrauma patients in ICU–A data mining based approach using ventilator variables. 2015. 10.1007/978-3-319-23485-4_13 Lima, L.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Big data for stock market by means of mining techniques. 2015. 10.1007/978-3-319-16486-1_67 Pereira, A.; Pereira, E.; Silva, E.; Guimarães, T.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. An overview of the quality of service in bluetooth communications in healthcare. 2015. 10.1007/978-3-319-19695-4_16 Portela, F.; Oliveira, S.; Santos, M.; Machado, J.; Abelha, A.. A real-time intelligent system for tracking patient condition. 2015. 10.1007/978-3-319-26508-7_9 Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.; Silva, Á.. Real-time decision support using data mining to predict blood pressure critical events in intensive medicine patients. 2015. 10.1007/978-3-319-26508-7_8 Neves, J.; Guimarães, T.; Gomes, S.; Vicente, H.; Santos, M.; Machado, J.; Novais, P.. Logic programming and artificial neural networks in breast cancer detection. 2015. 10.1007/978-3-319-19222-2_18 Neves, J.; Rosário Martins, M.; Vicente, H.; Abelha, A.; Machado, J.. An assessment of chronic kidney diseases. 2015. 10.1007/978-3-319-16486-1_18 Neves, J.; Cunha, A.; Almeida, A.; Carvalho, A.; Abelha, A.; Machado, J.; Vicente, H.. Artificial neural networks in diagnosis of liver diseases. 2015. 10.1007/978-3-319-22741-2_7 Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. Predicting plateau pressure in intensive medicine for ventilated patients. 2015. 10.1007/978-3-319-16528-8_17 Silva, E.; Cardoso, L.; Portela, F.; Abelha, A.; Santos, M.F.; Machado, J.. Predicting nosocomial infection by using data mining technologies. 2015. 10.1007/978-3-319-16528-8_18 Novo, A.; Duarte, J.; Portela, F.; Abelha, A.; Santos, M.F.; Machado, J.. Information systems assessment in pathologic anatomy service. 2015. 10.1007/978-3-319-16528-8_19 Teixeira, R.; Afonso, F.; Oliveira, B.; Machado, J.; Abelha, A.; Santos, M.F.; Portela, F.. Decision support in E-government – a pervasive business intelligence approach case study in a local government. 2015. 10.1007/978-3-319-16528-8_15 Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predicting preterm birth in maternity care by means of data mining. 2015. 10.1007/978-3-319-23485-4_12 Marins, F.; Cardoso, L.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. cImproving high availability and reliability of health interoperability systems. 2014. 10.1007/978-3-319-05948-8_20 Peixoto, H.; Abelha, A.; Santos, M.; Machado, J.. A preventive action management platform in healthcare information systems. 2014. 10.4018/978-1-4666-7230-7.CH026 Silva, E.; Alpuim, A.; Cardoso, L.; Marins, F.; Quintas, C.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.. Business intelligence and nosocomial infection decision making. 2014. Cardoso, L.; Marins, F.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. A multi-agent platform for hospital interoperability. 2014. 10.1007/978-3-319-07596-9_14 Pereira, E.; Brand{\~a}o, A.; Salazar, M.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.; Braga, J.; Brandão, A.. Pre-triage decision support improvement in maternity care by means of data mining. 2014. 10.4018/978-1-4666-6477-7.ch009 Cardoso, L.; Marins, F.; Quintas, C.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Interoperability in healthcare. 2014. 10.4018/978-1-4666-6118-9.ch005 Portela, F.; Santos, M.F.; MacHado, J.; Abelha, A.; Silva, Á.; Rua, F.. Pervasive and intelligent decision support in intensive medicine - The complete picture. 2014. 10.1007/978-3-319-10265-8_9 Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. Predictive models for hospital bed management using data mining techniques. 2014. 10.1007/978-3-319-05948-8_39 Portela, F.; Cabral, A.; Abelha, A.; Salazar, M.; Quintas, C.; Machado, J.; Neves, J.; Santos, M.F.. Knowledge acquisition process for intelligent decision support in critical health care. 2014. 10.4018/978-1-4666-6339-8.ch015 Portela, F.; Cabral, A.; Abelha, A.; Salazar, M.; Quintas, C.; Machado, J.; Neves, J.; Santos, M.F.. Knowledge acquisition process for intelligent decision support in critical health care. 2013. Marins, F.; Cardoso, L.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. Intelligent information system to tracking patients in intensive care units. 2013. 10.1007/978-3-319-03176-7_8 Salgado, C.; Cardoso, L.; Gonçalves, P.; Abelha, A.; Machado, J.. Tracking People and Equipment Simulation inside Healthcare Units. 2013. 10.1007/978-3-319-00566-9_2 Gonçalves, J.M.C.; Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.. Predict sepsis level in intensive medicine - Data mining approach. 2013. 10.1007/978-3-642-36981-0_19 Pereira, R.; Salazar, M.; Abelha, A.; Machado, J.. SWOT analysis of a Portuguese Electronic Health Record. 2013. 10.1007/978-3-642-37437-1_14 Pontes, G.; Portela, C.F.; Rodrigues, R.; Santos, M.F.; Neves, J.; Abelha, A.; Machado, J.. Modeling intelligent agents to integrate a patient monitoring system. 2013. 10.1007/978-3-319-00563-8_17 Portela, F.; Santos, M.F.; Silva, Á.; Abelha, A.; Machado, J.. Pervasive Ensemble Data Mining Models to Predict Organ Failure and Patient Outcome in Intensive Medicine. 2013. 10.1007/978-3-642-54105-6_27 Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.. Pervasive and intelligent decision support in critical health care using ensembles. 2013. 10.1007/978-3-642-40093-3_1 Salazar, M.; Duarte, J.; Pereira, R.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. Step towards paper free hospital through electronic health record. 2013. 10.1007/978-3-642-36981-0_63 Portela, F.; Cabral, A.; Abelha, A.; Salazar, M.; Quintas, C.; Machado, J.; Neves, J.; Santos, M.F.. Knowledge acquisition process for intelligent decision support in critical health care. 2013. 10.4018/978-1-4666-3667-5.ch004 Santos, M.F.; Portela, F.; Miranda, M.; Machado, J.; Abelha, A.; Silva, A.; Rua, F.. Grid data mining strategies for outcome prediction in distributed intensive care units. 2013. 10.4018/978-1-4666-3667-5.ch006 Portela, F.; Santos, M.F.; Machado, J.; Silva, Á.; Rua, F.; Abelha, A.. Intelligent data acquisition and scoring system for intensive medicine. 2012. 10.1007/978-3-642-32395-9_1 Rodrigues, R.; Gonçalves, P.; Miranda, M.; Portela, C.; Santos, M.; Neves, J.; Abelha, A.; MacHado, J.. An intelligent patient monitoring system. 2012. 10.1007/978-3-642-34624-8_32 Silva, Paulo; Quintas, Cesar; Duarte, Julio; Santos, Manuel; Neves, Jose; Abelha, Antonio; Machado, Jose; et al. Hospital database workload and fault forecasting. 2012. 10.1109/IECBES.2012.6498150 Peixoto, H.; Santos, M.; Abelha, A.; Machado, J.. Intelligence in interoperability with AIDA. 2012. 10.1007/978-3-642-34624-8_31 Portela, C.F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.. Enabling a pervasive approach for intelligent decision support in critical health care. 2011. 10.1007/978-3-642-24352-3_25 Cabral, A.; Pina, C.; Machado, H.; Abelha, A.; Salazar, M.; Quintas, C.; Portela, C.F.; et al. Data acquisition process for an intelligent decision support in gynecology and obstetrics emergency triage. 2011. 10.1007/978-3-642-24352-3_24 Duarte, J.; Portela, C.F.; Abelha, A.; Machado, J.; Santos, M.F.; Portela, C. F.; Santos, M. F.. Electronic health record in dermatology service. 2011. 10.1007/978-3-642-24352-3_17 Portela, F.; Gago, P.; Santos, M. F.; Silva, A.; Rua, F.; Machado, J.; Abelha, A.; Neves, J.. KNOWLEDGE DISCOVERY FOR PERVASIVE AND REAL-TIME INTELLIGENT DECISION SUPPORT IN INTENSIVE CARE MEDICINE. 2011. Miranda, M.; Machado, J.; Abelha, A.; Neves, J.. Evolutionary intelligence in agent modeling and interoperability. 2011. 10.1007/978-3-642-19937-0_33 Peixoto, H.; Machado, J.; Neves, J.; Abelha, A.; Peixoto, Hugo; Machado, José Manuel; Neves, José; Abelha, António. Semantic interoperability and health records. Portugal: Springer-Verlag Berlin. 2010. 10.1007/978-3-642-15515-4_30 Peixoto, H.; Machado, J.; Abelha, A.. Interoperability and semantic clinical process. 2010. Miranda, M.; Machado, J.; Abelha, A.; Pontes, G.; Neves, J.. A step towards medical ethics modeling. 2010. 10.1007/978-3-642-15515-4_4 Novais, P.; Andrade, F.; Machado, J.; Neves, J.. Agents, trust and contracts. 2010. 10.4018/978-1-61520-975-0.ch012 Miranda, M.; Pontes, G.; Gonçalves, P.; Peixoto, H.; Santos, M.; Abelha, A.; MacHado, J.. Modelling intelligent behaviours in multi-agent based HL7 services. 2010. 10.1007/978-3-642-15405-8_9 Marques, A.; Correia, A.; Cerqueira, L.; Machado, J.; Neves, J.. ARCHETYPE-BASED SEMANTIC INTEROPERABILITY IN HEALTHCARE. 2010. Machado, J.; Miranda, M.; Goncalves, P.; Abelha, A.; Neves, J.; Marques, A.; Gonçalves, P.. AIDATrace - Interoperation Platform for Active Monitoring in Healthcare Environments. 2010. MacHado, J.; Miranda, M.; Pontes, G.; Abelha, A.; Neves, J.. Morality in group decision support systems in medicine. 2010. 10.1007/978-3-642-15211-5_20 Machado, J.; Miranda, M.; Pontes, G.; dos Santos, D.; Santos, M.; Abelha, A.; Neves, J.. Intelligent Agents and Medical Moral Dilemmas. 2009. Costa, R.; Novais, P.; Lima, L.; Carneiro, D.; Samico, D.; Oliveira, J.; Machado, J.; Neves, J.. VirtualECare: Intelligent assisted living. 2009. 10.1007/978-3-642-00413-1_17 Costa, R.; Carneiro, D.; Novais, P.; Lima, L.; Machado, J.; Marques, A.; Neves, J.. Ambient assisted living. 2009. 10.1007/978-3-540-85867-6_10 Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. A group decision support system for staging of cancer. 2009. 10.1007/978-3-642-00413-1_14 Costa, A.; Novais, P.; Costa, R.; MacHado, J.; Neves, J.. A memory assistant for the elderly. 2009. 10.1007/978-3-642-03214-1_21 Machado, J.; Miranda, M.; Abelha, A.; Neves, J.. Modeling Medical Ethics through Intelligent Agents. 2009. 10.1007/978-3-642-04280-5_10 Andrade, F.; Novais, P.; Machado, J.; Neves, J.. Software agents in virtual organizations: Good faith and trust. 2008. 10.1007/978-0-387-84837-2_40 Novais, P.; Costa, R.; Carneiro, D.; Machado, J.; Lima, L.; Neves, J.. Group support in collaborative networks organizations for ambient assisted living. 2008. 10.1007/978-0-387-85691-9_30 Neves, J.; Machado, J.; Analide, C.; Abelha, A.; Brito, L.. The halt condition in genetic programming. 2007. 10.1007/978-3-540-77002-2_14 Costa, R.; Neves, J.; Novais, P.; Machado, J.; Lima, L.; Alberto, C.. Intelligent mixed reality for the creation of ambient assisted living. 2007. 10.1007/978-3-540-77002-2_27 Costa, R.; Novais, P.; Machado, J.; Alberto, C.; Neves, J.. Inter-organization cooperation for care of the elderly. 2007. 10.1007/978-0-387-75494-9_25 Neves, J.; Santos, M.; Machado, J.. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics: Preface. 2007. Marreiros, G.; Santos, R.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.; Bula-Cruz, J.. Argumentation-based decision making in ambient intelligence environments. 2007. 10.1007/978-3-540-77002-2_26 Abelha, A.; Analide, C.; Machado, J.; Neves, J.; Santos, M.; Novais, P.. Ambient intelligence and simulation in health care virtual scenarios. 2007. 10.1007/978-0-387-73798-0_49 Andrade, F.; Novais, P.; Machado, J.; Neves, J.. Intelligent contracting: Software agents, corporate bodies and Virtual Organizations. 2007. 10.1007/978-0-387-73798-0_22 Andrade, F.; Neves, J.; Novais, P.; Machado, J.; Abelha, A.. Legal security and credibility in agent based virtual enterprises. 2005. 10.1007/0-387-29360-4_53 Analide, C.; Novais, P.; Machado, J.; Neves, J.; Analide, Cesar; Novais, Paulo; Machado, José Manuel; Neves, José. Quality of knowledge in virtual entities. Portugal: IGI Global. 2005. 10.4018/978-1-59904-933-5.ch016 Andrade, F.; Neves, J.; Novais, P.; Machado, J.. Software agents as legal persons. 2004. 10.1007/1-4020-8139-1_14 Neves, J.; Cortez, P.; Rocha, M.; Abelha, A.; MacHado, J.; Alves, V.; Basto, S.; Botelho, H.. A unified framework for data modeling on medical information systems. 1999. 10.3233/978-1-60750-912-7-68
Book chapter	Alves, Carlos; Machado, José; Reis, J. L.. "Review for Augmented Reality Shopping Application for Mobile Systems". In Smart Innovation, Systems and Technologies, 623-634. Springer Nature Singapore, 2023. 10.1007/978-981-99-0333-7_45 Bezerra, Karolina; Machado, José; Carvalho, Vítor; Matos, Demétrio; Soares, Filomena. "A Step Towards Obtaining an Innovative Smartbath for Shower in Bed of Disabled and Elder¿s People". In New Trends in Medical and Service Robotics, 99-108. Springer Nature Switzerland, 2023. Published • 10.1007/978-3-031-32446-8_11 Gonçalo Cruz; Tiago Guimarães; Manuel Filipe Santos; José Machado. "How Decentralized Autonomous Organizations are Affecting Real Estate". 2023. 10.1007/978-3-031-45155-3_28 Regina Sousa; Daniela Oliveira; Dalila Durães; Cristiana Neto; José Machado. "Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments". 2022. 10.1007/978-3-031-21441-7_24 Marcelo Marreiros; Diana Ferreira; Cristiana Neto; Deden Witarsyah; José Machado. "Classification of Polycystic Ovary Syndrome Based on Correlation Weight Using Machine Learning". 150-176. {IGI, 2022. 10.4018/978-1-7998-9172-7.ch006 Cristiana Neto; Mateus Silva; Mariana Fernandes; Diana Ferreira; José Machado. "Prediction Models for Polycystic Ovary Syndrome Using Data Mining". 210-221. Springer International Publishing, 2021. 10.1007/978-3-030-71782-7_19 Ana Abreu; Diana Ferreira; Cristiana Neto; António Abelha; José Machado. "Diagnosis of Diabetic Retinopathy Using Data Mining Classification Techniques". 198-209. Springer International Publishing, 2021. 10.1007/978-3-030-71782-7_18 Marisa Esteves; Márcia Esteves; António Abelha; José Machado. "A Proof of Concept of a Business Intelligence Platform to Support the Decision-Making Process of Health Professionals in Waiting Lists". 2021. 10.4018/978-1-7998-9023-2.ch050 Regina Sousa; Tiago Jesus; Victor Alves; José Machado. "Contactless Human-Computer Interaction Using a Deep Neural Network Pipeline for Real-Time Video Interpretation and Classification". 2021. 10.1007/978-3-030-90241-4_17 Flávio Santos; Dalila Durães; Francisco S. Marcondes; Niklas Hammerschmidt; Sascha Lange; José Machado; Paulo Novais. "In-Car Violence Detection Based on the Audio Signal". 2021. 10.1007/978-3-030-91608-4_43 Nogueira, Maria; Ferreira, Diana; Neto, Cristiana; Abelha, António; Machado, José. "Data Mining for the Prediction of Fetal Malformation Through Cardiotocography Data". In Advances in Intelligent Systems and Computing, 60-69. Springer International Publishing, 2021. 10.1007/978-3-030-68418-1_7 Neto, Cristiana; Rodrigues, Caroline; Mendonça, Emely; Sartori, Laercio; de Pinho, Rafaela; Ferreira, Diana; Abelha, António; Machado, José. "Data Mining Approach to Understand the Association Between Mental Disorders and Unemployment". In Advances in Intelligent Systems and Computing, 70-79. Springer International Publishing, 2021. 10.1007/978-3-030-68418-1_8 Rui Veloso; Filipe Portela; Manuel Filipe Santos; José Machado; António da Silva Abelha; Fernando Rua; Álvaro Silva. "Categorize Readmitted Patients in Intensive Medicine by Means of Clustering Data Mining". 84-99. {IGI, 2020. 10.4018/978-1-7998-2451-0.ch005 Daniela Oliveira; Júlio Duarte; António Abelha; José Machado. "Step Towards Interoperability in Nursing Practice". 865-878. {IGI, 2020. 10.4018/978-1-7998-1204-3.ch046 Cristiana Neto; Inês Dias; Maria Santos; Hugo Peixoto; José Machado. "Applied Business Intelligence in Surgery Waiting Lists Management". 1580-1594. {IGI, 2019. 10.4018/978-1-5225-6915-2.ch072 Rita Reis; Ana Mendonça; Diana Lisandra Azevedo Ferreira; Hugo Peixoto; José Machado. "Business Intelligence for Nutrition Therapy". 459-474. {IGI, 2019. 10.4018/978-1-5225-6915-2.ch022 Cristiana Neto; Inês Dias; Maria Santos; Hugo Peixoto; José Machado. "Applied Business Intelligence in Surgery Waiting Lists Management". 171-185. {IGI, 2018. 10.4018/978-1-5225-2851-7.ch011 Rita Reis; Ana Mendonça; Diana Lisandra Azevedo Ferreira; Hugo Peixoto; José Machado. "Business Intelligence for Nutrition Therapy". 203-218. {IGI, 2018. 10.4018/978-1-5225-2851-7.ch013 Ribeiro, A.; Portela, F.; Santos, M. F.; Machado, J.; Abelha, A.; Rua, F.. "Patients' Admissions in Intensive Care Units A clustering overview". edited by Kornyshova, E.; Poels, G.; Huemer, C., 38-44. 2016. 10.1109/cbi.2016.48 Silva, A.; Vicente, H.; Abelha, A.; Santos, M. F.; Machado, J.; Neves, J.. "Length of Stay in Intensive Care Units - A Case Base Evaluation". edited by Fujita, H.; Papadopoulos, G. A., 191-202. 2016. 10.3233/978-1-61499-674-3-191 Silva, A.; Portela, F.; Santos, M. F.; Machado, J.; Abelha, A.; Santos, M.F.. "Towards of automatically detecting Brain Death patterns through Text Mining". edited by Kornyshova, E.; Poels, G.; Huemer, C., 45-52. 2016. 10.1109/cbi.2016.49 Neves, José; Vicente, Henrique; Gonçalves, Nuno; Oliveira, Ruben; Neves, João; Abelha, António; Machado, José. "Artificial Neural Networks in Stroke Predisposition Screening". In Proceedings of the 13th International Conference on e-Society 2015, 133-142. IADIS Press, 2015. Published Cardoso, Luciana; Marins, Fernando; Portela, Filipe; Abelha, Antonio; Machado, Jose. "Healthcare Interoperability through Intelligent Agent Technology". edited by Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1334-1341. 2014. 10.1016/j.protcy.2014.10.150 Silva, Paulo; Gago, Pedro; Bregieiro Ribeiro, Jose Carlos; Santos, Manuel F.; Portela, Filipe; Abelha, Antonio; Machado, Jose; Pinto, Filipe. "An expert system for supporting Traditional Chinese Medicine diagnosis and treatment". edited by Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1487-1492. 2014. 10.1016/j.protcy.2014.10.169 Brandao, Andreia; Pereira, Eliana; Portela, Filipe; Santos, Manuel Filipe; Abelha, Antonio; Machado, Jose. "Managing Voluntary Interruption of Pregnancy using Data Mining". edited by Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1297-1306. 2014. 10.1016/j.protcy.2014.10.146 Duarte, Julio; Castro, Sara; Santos, Manuel; Abelha, Antonio; Machado, Jose. "Improving Quality of Electronic Health Records with SNOMED". edited by Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1342-1350. 2014. 10.1016/j.protcy.2014.10.151 Veloso, Rui; Portela, Filipe; Santos, Manuel Filipe; Silva, Alvaro; Rua, Fernando; Abelha, Antonio; Machado, Jose. "A clustering approach for predicting readmissions in Intensive Medicine". edited by Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1307-1316. 2014. 10.1016/j.protcy.2014.10.147 Pereira, Sónia; Gomes, Sabino; Vicente, Henrique; Ribeiro, Jorge; Abelha, António; Novais, Paulo; Machado, José; Neves, José. "An Artificial Neuronal Network Approach to Diagnosis of Attention Deficit Hyperactivity Disorder". In Proceedings of 2014 IEEE International Conference on Imaging Systems and Techniques (IST 2014), 410-415. New Jersey, United States: Institute of Electrical and Electronics Engineers, 2014. Published Abelha, Vasco; Vicente, Henrique; Machado, José; Neves, José. "An Assessment on the Length of Hospital Stay through Artificial Neural Networks". In Proceedings of the 9th International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2014), 219-230. Nicosia, Cyprus: Cyprus Library, 2014. Published Oliveira, R.; Pontes, G.; Machado, J.; Abelha, A.; Ieee,. "Analysis of Cross-Platform Development Frameworks for a Smartphone Pediatric Application". 1057-1061. 2013. 10.1109/IEEM.2013.6962572 Portela, F.; Santos, M. F.; Machado, J.; Abelha, A.; Silva, A.; Rua, F.; Ieee,. "An Intelligent Approach for Open Clinical Laboratory Results in Intensive Care Medicine". 1092-1096. 2013. 10.1109/IEEM.2013.6962579 Duarte, J.; Pontes, G.; Salazar, M.; Santos, M.; Abelha, A.; Machado, J.; Ieee,. "Stand-Alone Electronic Health Record". 1052-1056. 2013. 10.1109/IEEM.2013.6962571 Couto, Catarina; Vicente, Henrique; Machado, José; Abelha, António; Neves, José. "Water Quality Modelling using Artificial Intelligence based Tools". In Lake Sustainability, 177-186. Southampton, United Kingdom: WIT Press, 2013. Published • 10.2495/978-1-84564-668-4/014 Peixoto, Hugo; Duarte, Julio; Abelha, Antonio; Santos, Manuel; Machado, Jose. "ScheduleIT - Open-Source Preventive Actions Management Plataform in Healthcare Information Systems". edited by Varajao, J.; Cunha, M.; Yetton, P.; Rijo, R., 734-742. 2012. 10.1016/j.protcy.2012.09.081 Miranda, Miguel; Salazar, Maria; Portela, Filipe; Santos, Manuel; Abelha, Antonio; Neves, Jose; Machado, Jose. "Multi-agent systems for HL7 interoperability services". edited by Varajao, J.; Cunha, M.; Yetton, P.; Rijo, R., 725-733. 2012. 10.1016/j.protcy.2012.09.080 Portela, C. F.; Santos, M. F.; Silva, A.; Machado, J.; Abelha, A.. "Enabling a Pervasive Approach for Intelligent Decision Support in Critical Health Care". edited by CruzCunha, M. M.; Varajao, J.; Powell, P.; Martinho, R., 233-243. 2011. Cabral, A.; Pina, C.; Machado, H.; Abelha, A.; Salazar, M.; Quintas, C.; Portela, C. F.; et al. "Data Acquisition Process for an Intelligent Decision Support in Gynecology and Obstetrics Emergency Triage". edited by CruzCunha, M. M.; Varajao, J.; Powell, P.; Martinho, R., 223-232. 2011. Ferreira, J.; Soares, F.; Machado, J.; Curado, M.. "Ethical aspects in the design of medical devices". 111-114. 2011.
Conference paper	Sousa, R.; Peixoto, H.; Abelha, A.; Machado, J.. "Implementing a Software-as-a-Service Strategy in Healthcare Workflows". 2023. 10.1007/978-3-031-38333-5_35 Coelho, E.; Pimenta, N.; Peixoto, H.; Durães, D.; Melo-Pinto, P.; Alves, V.; Bandeira, L.; Machado, J.; Novais, P.. "Multi-agent System for Multimodal Machine Learning Object Detection". 2023. 10.1007/978-3-031-40725-3_57 Miranda, R.; Ribeiro, E.; Durães, D.; Peixoto, H.; Machado, R.; Abelha, A.; Machado, J.. "Smart Cities Using Crowdsensing and Geoferenced Notifications". 2023. 10.1007/978-3-031-36957-5_9 Vaz, L.; Peixoto, H.; Duarte, J.; Alvarez, C.; Machado, J.. "Enhancing Clinical Management of Bariatric Surgery Using Business Intelligence". 2023. 10.1016/j.procs.2023.03.114 Lopes, J.; Sousa, R.; Abelha, A.; Machado, J.. "Big Data in Healthcare Institutions: An Architecture Proposal". 2023. 10.1007/978-3-031-33614-0_20 Silva, I.; Ferreira, D.; Peixoto, H.; Machado, J.. "A Data Acquisition and Consolidation System based on openEHR applied to Physical Medicine and Rehabilitation". 2023. 10.1016/j.procs.2023.03.113 Braga, D.; Oliveira, D.; Rosario, R.; Novais, P.; Machado, J.. "An Architecture Proposal for Noncommunicable Diseases Prevention". 2023. 10.1016/j.procs.2023.03.109 Miranda, R.; Alves, C.; Abelha, A.; Machado, J.. "Data Platforms for Real-time Insights in Healthcare: Systematic Review". 2023. 10.1016/j.procs.2023.03.110 Moya, A.; Zhinin-Vera, L.; Navarro, E.; Jaen, J.; Machado, J.. "Clustering ABI Patients for a Customized Rehabilitation Process". 2023. 10.1007/978-3-031-48642-5_21 Chaves, A.; Montenegro, L.; Peixoto, H.; Abelha, A.; Gomes, L.; Machado, J.. "Intelligent Systems in Healthcare: An Architecture Proposal". 2023. 10.1007/978-3-031-43461-7_23 Fauzan, D.F.; Fauzi, R.; Pratiwi, O.N.; Ferreira Machado, J.M.. "Breast Cancer Detection on Histopathology Images Using Pre-trained Computer Vision Models". 2023. 10.1109/ICADEIS58666.2023.10270900 Zhinin-Vera, L.; Moya, A.; Navarro, E.; Jaen, J.; Machado, J.. "A Reinforcement Learning Algorithm for Improving the Generation of Telerehabilitation Activities of ABI Patients". 2023. 10.1007/978-3-031-48306-6_2 Montenegro, L.; Gomes, L.M.; Machado, J.M.. "AI-Based Medical Scribe to Support Clinical Consultations: A Proposed System Architecture". 2023. 10.1007/978-3-031-49011-8_22 Denanti, S.P.; Yunita, I.; Widarmanti, T.; Ferreira Machado, J.M.. "The Correlation of Headline News Sentiment and Stock Return during Dividend Period". 2023. 10.1109/ICONDBTM59210.2023.10327342 Hernández, G.; González-Briones, A.; Machado, J.; Chamoso, P.; Novais, P.. "A Machine Learning Approach to Evaluating the Relationship Between Dental Extraction and Craniofacial Growth in Adolescents". 2023. 10.1007/978-981-99-7969-1_22 Ramos, V.; Marques, C.; Peixoto, H.; Machado, J.. "Information Technology Monitoring in Healthcare: A Case Study". 2023. 10.1007/978-3-031-33261-6_30 Sousa, R.; Gomes, J.; Arcipreste, M.; Guimarães, P.; Oliveira, D.; Machado, J.. "COVID-19 Cases and Their Impact on Global Air Traffic". 2023. 10.1007/978-3-031-38204-8_2 Sousa, R.; Peixoto, H.; Machado, J.. "Prediction Models Applied to Lung Cancer Using Data Mining". 2023. 10.1007/978-3-031-29104-3_22 Afonso, A.; Alvarez, C.; Ferreira, D.; Oliveira, D.; Peixoto, H.; Abelha, A.; Machado, J.. "OpenEHR based bariatric surgery follow-up". 2022. 10.1016/j.procs.2022.10.149 Trisuciana, F.M.; Witarsyah, D.; Sutoyo, E.; Machado, J.M.. "Clustering of COVID-19 Vaccination Recipients in DKI Jakarta Using the K-Medoids Algorithm". 2022. 10.1109/ICADEIS56544.2022.10037509 Oliveira, D.; Santos, A.; Braga, D.; Silva, I.; Sousa, R.; Abelha, A.; Machado, J.. "OpenEHR modelling applied to Complementary Diagnostics Requests". 2022. 10.1016/j.procs.2022.10.148 Silva, S.T.; Hak, F.; Machado, J.. "Rule-based Clinical Decision Support System using the OpenEHR Standard". 2022. 10.1016/j.procs.2022.03.098 Marques, C.; Ramos, V.; Peixoto, H.; Machado, J.. "Pervasive Monitoring System for Services and Servers in Healthcare Environment". 2022. 10.1016/j.procs.2022.03.097 Chaves, A.; Guimarães, T.; Duarte, J.; Peixoto, H.; Abelha, A.; Machado, J.. "Development of FHIR based web applications for appointment management in healthcare". 2021. 10.1016/j.procs.2021.03.114 Oliveira, D.; Miranda, R.; Hak, F.; Abreu, N.; Leuschner, P.; Abelha, A.; Machado, J.. "Steps towards an healthcare information model based on openEHR". 2021. 10.1016/j.procs.2021.04.015 Saragih, P.S.; Witarsyah, D.; Hamami, F.; MacHado, J.M.. "Sentiment Analysis of Social Media Twitter with Case of Large Scale Social Restriction in Jakarta using Support Vector Machine Algorithm". 2021. 10.1109/ICADEIS52521.2021.9701961 Gonçalves, C.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. "Prediction of mental illness associated with unemployment using data mining". 2020. 10.1016/j.procs.2020.10.078 Pinto, A.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. "Data mining to predict early stage chronic kidney disease". 2020. 10.1016/j.procs.2020.10.079 Oliveira, D.; Miranda, R.; Abreu, N.; Leuschner, P.; Abelha, A.; Santos, M.; Machado, J.. "Management of a pandemic based on an openEHR approach". 2020. 10.1016/j.procs.2020.10.072 Esteves, M.; Abelha, A.; Machado, J.. "A mobile health application to assist health professionals: A case study in a Portuguese nursing home". 2019. Ribeiro, M.R.M.; Julio, D.; Abelha, V.; Abelha, A.; MacHado, J.. "A Comparative Study of Optical Character Recognition in Health Information System". 2019. 10.1109/CEAP.2019.8883448 De Brito, M.A.; Neto, C.; Abelha, A.; MacHado, J.. "Prediction of mortality and occurrence of complications for gastric cancer patients". 2019. 10.1109/CEAP.2019.8883494 Miranda, R.; Ferreira, D.; Abelha, A.; MacHado, J.. "Intelligent Nutrition in Healthcare and Continuous Care". 2019. 10.1109/CEAP.2019.8883496 Fonseca, F.; Peixoto, H.; Braga, J.; Machado, J.; Abelha, A.. "Smart mobile computing in pregnancy care". 2019. Moreira, P.; Oliveira, D.; Miranda, F.; Abelha, A.; MacHado, J.. "Mobile computing in patient relationship management - A case study". 2018. Prata, M.; Peixoto, H.; MacHado, J.; Abelha, A.. "Data mining in urgency department: Medical specialty discharge prediction". 2018. Silva, F.; Martins, R.; Gomes, M.; Silva, A.; MacHado, J.; Novais, P.; Analide, C.. "Cloud computing environments for simulation of adaptable standardized work and electronic work instructions in industry 4.0". 2018. Peixoto, C.; Peixoto, H.; Machado, J.; Abelha, A.; Santos, M.F.. "Iron value classification in patients undergoing continuous ambulatory peritoneal dialysis using data mining". 2018. MacHado, J.; Abelha, A.; Gome, L.M.; Guerra, H.. "Preface". 2018. Ferreira, D.; Peixoto, H.; Machado, J.; Abelha, A.. "Predictive data mining in nutrition therapy". 2018. 10.1109/CONTROLO.2018.8516413 Loreto, P.; Braga, J.; Peixoto, H.; Machado, J.; Abelha, A.. "Step towards progressive web development in obstetrics". 2018. 10.1016/j.procs.2018.10.131 Peixoto, C.; Brito, C.; Fontainhas, M.; Peixoto, H.; Machado, J.; Abelha, A.. "Continuous ambulatory peritoneal dialysis: Business intelligence applied to patient monitoring: CAPD study and statistics". 2017. 10.1109/FiCloudW.2017.91 Oliveira, D.; Duarte, J.; Abelha, A.; Machado, J.. "Improving nursing practice through interoperability and intelligence". 2017. 10.1109/FiCloudW.2017.92 Fonseca, F.; Peixoto, H.; Miranda, F.; Machado, J.; Abelha, A.. "Step Towards Prediction of Perineal Tear". 2017. 10.1016/j.procs.2017.08.284 Carvalhosa, P.; Portela, F.; Machado, J.; Santos, M.F.; Abelha, A.; Santos, M. F.. "Good practices in Local Government - A first overview of Portuguese reality". 2017. 10.1088/1757-899X/185/1/012002 Rodrigues, M.; Peixoto, H.; Esteves, M.; Machado, J.; Abelha. "Understanding Stroke in Dialysis and Chronic Kidney Disease". 2017. 10.1016/j.procs.2017.08.296 Loreto, P.; Fonseca, F.; Morais, A.; Peixoto, H.; Abelha, A.; Machado, J.. "Improving maternity care with business intelligence". 2017. 10.1109/FiCloudW.2017.89 Neto, C.; Peixoto, H.; Abelha, V.; Abelha, A.; Machado, J.. "Knowledge Discovery from Surgical Waiting lists". 2017. 10.1016/j.procs.2017.11.141 Coelho, D.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "A pervasive business intelligence solution to manage Portuguese misericordia". 2017. 10.5220/0006382301170123 Silva, C.; Pereira, J.; Costa, L.; Peixoto, H.; Machado, J.; Abelha, A.. "Business intelligence for cardiovascular disease assessment". 2017. 10.1109/FiCloudW.2017.90 Morais, A.; Peixoto, H.; Coimbra, C.; Abelha, A.; Machado, J.. "Predicting the need of Neonatal Resuscitation using Data Mining". 2017. 10.1016/j.procs.2017.08.287 Machado, J.; Abelha, A.; Santos, M.F.; Portela, F.. "Intelligent Systems and Applications in Healthcare (ISAHealth 2016 ) Preface". 2016. 10.1109/CBI.2016.66 Peixoto, R.; Portela, F.; Pinto, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.. "Resurgery Clusters in Intensive Medicine". 2016. 10.1016/j.procs.2016.09.072 Ribeiro, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.. "Patients' admissions in intensive care units: A clustering overview". 2016. 10.1109/CBI.2016.48 Coelho, D.; Miranda, J.; Portela, F.; Machado, J.; Santos, M.F.; Abelha, A.. "Towards of a Business Intelligence Platform to Portuguese Misericórdias". 2016. 10.1016/j.procs.2016.09.222 Foshch, T.; Portela, F.; Machado, J.; Maksimov, M.. "Regression Models of the Nuclear Power Unit VVER-1000 Using Data Mining Techniques". 2016. 10.1016/j.procs.2016.09.151 Pereira, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Pervasive Business Intelligence: A New Trend in Critical Healthcare". 2016. 10.1016/j.procs.2016.09.055 Pereira, Paulo; Bezerra, Karolina; Machado, José; Soares, Filomena; Carvalho, Vitor. "Conceptual design of a medical device for transference of bedridden people in domestic environments - preliminary studies". 2016. Neves, J.; Machado, J.; Gomes, G.; Sousa, S.; Tereso, D.; Coelho, A.; Caldeira, A.T.; et al. "An evaluation of parchments{'} degradation a hybrid approach". 2015. Fernandes, F.; Vicente, H.; Abelha, A.; Machado, J.; Novais, P.; Neves, J.. "Artificial neural networks in diabetes control". 2015. 10.1109/SAI.2015.7237169 Brand{\~a}o, A.; Pereira, E.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.; Brandão, A.. "Predicting the risk associated to pregnancy using Data Mining". 2015. Pereira, A.; Marins, F.; Rodrigues, B.; Portela, F.; Santos, M.F.; Machado, J.; Rua, F.; Silva, Á.; Abelha, A.. "Improving quality of medical service with mobile health software". 2015. 10.1016/j.procs.2015.08.346 Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Intelligent Decision Support to Predict Patient Barotrauma Risk in Intensive Care Units". 2015. 10.1016/j.procs.2015.08.576 Braga, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Step Towards a Patient Timeline in Intensive Care Units". 2015. 10.1016/j.procs.2015.08.575 Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Predicting Type of Delivery by Identification of Obstetric Risk Factors through Data Mining". 2015. 10.1016/j.procs.2015.08.573 Oliveira, A.; Portela, F.; Machado, J.; Abelha, A.; Neves, J.M.; Vaz, S.; Silva, A.; Santos, M.F.. "Towards an ontology for health complaints management". 2015. Gomes, J.; Portela, F.; Santos, M.F.; Abelha, A.; MaChado, J.. "Predicting 2-way football results by means of data mining". 2015. Neves, J.; Gomes, G.; Machado, J.; Vicente, H.; Neves, José; Gomes, Guida; Machado, José Manuel; Vicente, Henrique. "A case based approach to concrete deterioration assessment". 2015. Vilhena, J.; Martins, M.R.; Vicente, H.; Nelas, L.; Machado, J.; Neves, J.. "Thrombophilia screening: An artificial neural network approach". 2015. Veloso, R.; Portela, F.; Santos, M.F.; Silva, Á.; Rua, F.; Abelha, A.; Machado, J.; Silva, ?.. "Using domain knowledge to improve intelligent decision support in intensive medicine: A study of bacteriological infections". 2015. Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Clustering-based approach for categorizing pregnant women in obstetrics and maternity care". 2015. 10.1145/2790798.2790814 Guimarães, T.; Coimbra, C.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "Step towards Multiplatform Framework for supporting Pediatric and Neonatology Care Unit decision process". 2015. 10.1016/j.procs.2015.08.385 Veloso, R.; Portela, F.; Santos, M.F.; Silva, Á.; Rua, F.; Abelha, A.; Machado, J.; Silva, ?.. "Real-time data mining models for predicting length of stay in Intensive Care Units". 2014. Pereira, E.; Brandöo, A.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.. "Business intelligence in maternity care". 2014. 10.1145/2628194.2628248 Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.; Rua, F.. "A pervasive intelligent system for scoring MEWS and TISS-28 in intensive care". 2014. 10.1007/978-3-319-02913-9_73 Oliveira, R.; Pontes, G.; Machado, J.; Abelha, A.. "Analysis of cross-platform development frameworks for a smartphone pediatric application". 2014. 10.1109/IEEM.2013.6962572 Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, A.; Rua, F.. "An intelligent approach for open clinical laboratory results in Intensive Care medicine". 2014. 10.1109/IEEM.2013.6962579 Marins, F.; Rodrigues, R.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.; Ieee,. "Extending a patient monitoring system with identification and localisation". 2014. 10.1109/IEEM.2013.6962577 Abelha, A.; Pereira, E.; Brandão, A.; Portela, F.; Santos, M.; Machado, J.; Brand{\~a}o, A.. "Simulating a multi-level priority triage system for maternity emergency". 2014. Portela, F.; Filipe Santos, M.; Silva, A.; Rua, F.; Abelha, A.; Machado, J.. "Preventing patient cardiac arrhythmias by using data mining techniques". 2014. 10.1109/IECBES.2014.7047478 Rodrigues, B.; Gomes, S.; Vicente, H.; Abelha, A.; Novais, P.; Machado, J.; Neves, J.. "Systematic coronary risk evaluation through artificial neural networks based systems". 2014. Brandão, A.; Pereira, E.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "Real-time Business Intelligence platform to maternity care". 2014. 10.1109/IECBES.2014.7047525 Aguiar, J.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.; Pinto, F.. "Pervasive information systems to intensive care medicine: Technology acceptance model". 2013. Miranda, Miguel; Machado, José Manuel; Abelha, António; Neves, José; Miranda, M.; MacHado, J.; Abelha, A.; Neves, J.. "Healthcare interoperability through a JADE based multi-agent platform". 2013. 10.1007/978-3-642-32524-3-11 Portela, F.; Santos, M.F.; Silva, ?.; Machado, J.; Abelha, A.; Rua, F.; Silva, Á.. "Data mining for real-time Intelligent Decision Support System in intensive care medicine". 2013. Pereira, Filipe; Carvalho, Vítor; Soares, Filomena; Machado, José; Bezerra, Karolina; Silva, Rui; Matos, Demétrio; et al. "DEVELOPMENT OF A MECHATRONIC SYSTEM FOR BEDRIDDEN PEOPLE SUPPORT". 2013. Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Neves, J.; Abelha, A.; MacHado, J.; et al. "Usability evaluation of Electronic Health Record". 2012. 10.1109/IECBES.2012.6498049 Silva, P.; Quintas, C.; Santos, M.; Abelha, A.; Machado, J.. "Step towards fault forecasting in hospital information systems". 2012. 10.1109/BMEI.2012.6513041 Silva, P.; Quintas, C.; Goncalves, P.; Pontes, G.; Santos, M.; Abelha, A.; Machado, J.. "Intelligent systems based in hospital database malfunction scenarios". 2012. 10.1109/IEEM.2012.6837859 Miranda, M.; Pontes, G.; Abelha, A.; Neves, J.; Machado, J.. "Agent based interoperability in hospital information systems". 2012. 10.1109/BMEI.2012.6513042 Rodrigues, R.; Gonçalves, P.; Miranda, M.; Portela, F.; Santos, M.; Neves, J.; Abelha, A.; Machado, J.. "Monitoring intelligent system for the Intensive Care Unit using RFID and multi-agent systems". 2012. 10.1109/IEEM.2012.6837860 Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Abelha, A.; Machado, J.. "Usability of an electronic health record". 2012. 10.1109/IEEM.2012.6838010 Viana, M.; Oliveira, O.; Abelha, A.; Machado, J.. "Step towards simulation and monitoring of hospital waiting lists". 2012. Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. "Intelligent decision support in intensive care - Towards technology acceptance". 2012. Portela, F.; Santos, M.F.; Gago, P.; Silva, A.; Rua, F.; Abelha, A.; Machado, J.; Neves, J.. "Enabling real-time intelligent decision support in intensive care". 2011. Novais, P.; Machado, J.; Analide, C.; Abelha, A.. "Preface". 2011. Portela, F.; Gago, P.; Santos, M.F.; Silva, A.; Rua, F.; MacHado, J.; Abelha, A.; Neves, J.. "Knowledge discovery for pervasive and real-time Intelligent Decision Support in intensive care medicine". 2011. Peixoto, H.; MacHado, J.; Abelha, A.; Neves, J.; Correia, A.; Santos, M.F.. "AASYS - Appointment alert system: An open-source-based software to improve show rates in a health care unit". 2011. Duarte, J.; Neves, J.; Cabral, A.; Gomes, M.; Marques, V.; Santos, M.F.; Abelha, A.; MacHado, J.. "Towards intelligent drug electronic prescription". 2011. Gongalves, P.; Alves, L.; Sá, T.; Quintas, C.; Miranda, M.; Abelha, A.; MacHado, J.; S{\'a}, T.. "Object trajectory simulation - An evolutionary approach". 2011. Pontes, G.; Duarte, A.; Cuevas, D.; Salazar, M.; Miranda, M.; Abelha, A.; MacHado, J.. "A moral decision support system in medicine". 2011. Marques, A.; Correia, A.; Cerqueira, L.; Machado, J.; Neves, J.. "Archetype-based semantic interoperability in healthcare". 2010. Alves, F.; Abelha, A.; Machado, J.; Neves, J.. "Interoperability performance in a healthcare environment". 2010. Ribeiro, J.; Machado, J.; Abelha, A.; Fernand{\'e}z-Delgado, M.; Neves, J.; Fernandez-Delgado, M.; Iaeng,; Fernandéz-Delgado, M.. "Integrating incomplete information into the relational data model". 2010. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. "Interoperabity in healthcare". 2010. Duarte, J.; Salazar, M.; Quintas, C.; Santos, M.; Neves, J.; Abelha, A.; Machado, J.. "Data quality evaluation of electronic health records in the hospital admission process". 2010. 10.1109/ICIS.2010.97 Portela, F.; Vilas-Boas, M.; Santos, M.F.; Abelha, A.; Machado, J.; Cabral, A.; Aragão, I.. "Electronic health records in the emergency room". 2010. 10.1109/ICIS.2010.98 Ribeiro, J.; Abelha, A.; Machado, J.; Marques, A.; Neves, J.. "The inference process with quality evaluation in healthcare environments". 2010. 10.1109/ICIS.2010.160 Ribeiro, J.; Machado, J.; Abelha, A.; Fernandéz-Delgado, M.; Neves, J.. "Handling incomplete information in an evolutionary environment". 2010. 10.1109/CEC.2010.5586079 Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. "An agent-based architecture for cancer staging". 2009. Duarte, J.; Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.; Alberto, C.; et al. "Agent-based group decision support in medicine". 2009. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. "Interoperability and healthcare". 2009. Belo, D.; Miranda, M.; Abelha, A.; Machado, J.; Neves, J.. "Quality of service in transplantation via the electronic medical record". 2009. Carneiro, D.; Costa, R.; Novais, P.; Neves, J.; Machado, J.. "Simulating and monitoring ambient assisted living". 2008. Rigor, H.; Machado, J.; Abelha, A.; Neves, J.; Alberto, C.. "A web-based system to reduce the nosocomial infection impact in healtcare units". 2008. Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of service in healthcare units". 2008. 10.1504/IJCAET.2010.035396 Neves, J.; Santos, M.; Machado, J.; Abelha, A.. "Electronic Health Records - Organizational, Regional, National, or Worldwide?". 2008. Analide, César; Abelha, António; Machado, José Manuel; Neves, José. "An agent based approach to the selection dilemma in CBR". 2008. 10.1007/978-3-540-85257-5_4 Marreiros, Goreti; Novais, Paulo; Machado, José; Ramos, Carlos; Neves, José; Marreiros, G.; Novais, P.; et al. "Modelling group decision simulation through argumentation". 2007. Machado, J.; Andrade, F.; Neves, J.; Novais, P.; Analide, C.. "Formal models in Web based contracting". 2007. 10.1109/WI-IATW.2006.74 Marreiros, Goreti; Santos, Ricardo; Ramos, Carlos; Neves, José; Novais, Paulo; Machado, José; Bulas-Cruz, José. "Ambient Intelligence in Emotion Based Ubiquitous Decision Making". Paper presented in Twentieth International Joint Conference on Artificial Intelligence ¿ IJCAI¿2007, 2007. Marreiros, G.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.. "Emotions on agent based simulators for group formation". 2006. Marreiros, G.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.. "An agent-based approach to group decision simulation using argumentation". 2006. Abelha, António; Santos, Manuel; Machado, José Manuel; Neves, José. "Auditing agents in the context of a telemedical information society". 2006. Machado, José Manuel; Abelha, António; Santos, Manuel; Neves, José. "Multiagent based problem solving in medical decision support systems". 2006. Machado, José Manuel; Abelha, António; Neves, José; Santos, Manuel. "Ambient intelligence in medicine". 2006. 10.1109/BIOCAS.2006.4600316 Machado, José Manuel; Alves, Victor; Machado, J.; Alves, V.. "Web-based simulation in medicine". 2005. Alves, Victor; Machado, José Manuel; Abelha, António; Neves, José. "Agent driven diagnosis in medicine". 2005. Abelha, António; Machado, José Manuel; Alves, Victor; Neves, José; Abelha, Antonio; Machado, Jose; Neves, Jose. "Health data management in the medical arena". 2004. Novais, Paulo; Analide, César; Machado, José Manuel; Neves, José. "Reputation and trust in the context of logic-based argumentation". 2004. Abelha, António; Machado, José Manuel; Alves, Victor; Neves, José. "Data warehousing through multi-agent systems in the medical arena". 2004. Analide, César; Machado, José Manuel; Gomes, Élia; Neves, José. "Anthropapathic agents in e-Learning systems applied to the area of the medicine". 2003. Novais, Paulo; Neves, José; Brito, Luís; Machado, José Manuel; Novais, P.; Neves, J.; Brito, L.; Machado, J.. "Argumentative procedures in E-commerce environments". 2003. 10.1007/978-0-387-35617-4 Neves, Jose; Machado, Jose; Analide, Cesar; Novais, Paulo; Abelha, Antonio. "Extended logic programming applied to the specification of multi-agent systems and their computing environments". 1998. Machado, J; Neves, J; Machado, José Manuel; Neves, José. "Distributed interactive simulation". 1997. Neves, Jose; Machado, Jose; Abelha, Antonio. "Application of artificial intelligence to law enforcement". 1997. Neves, José; Machado, José Manuel; Abelha, António. "The Application of artificial intelligence to law enforcement". 1997. Neves, José; Machado, José Manuel; Novais, P; Abelha, António; Neves, J.; Machado, J.; Novais, P.; Abelha, A.. "A multi-agent system for law enforcement simulation". 1997. Cortez, Paulo; Machado, José Manuel; Neves, José. "An evolutionary artificial neural network time series forecasting system". 1996. Cortez, Paulo; Machado, José Manuel; Neves, José. "Time series forecasting in a distributed environment". 1996. Cortez, Paulo; Rocha, Miguel; Machado, Jose; Neves, Jose. "Neural network based time series forecasting system". 1995.
Journal article	Rui Miranda; Carlos Alves; Regina Sousa; António Chaves; Larissa Montenegro; Hugo Peixoto; Duraes, Dalila A; et al. "Revolutionising the Quality of Life: The Role of Real-Time Sensing in Smart Cities". Electronics (2024): https://www.mdpi.com/2079-9292/13/3/550. 10.3390/electronics13030550 Ailton Moreira; Carlos Alves; José Machado; Manuel Filipe Santos. "An Overview of Omnichannel Interaction in Health Care Services". Mayo Clinic Proceedings: Digital Health (2023): https://doi.org/10.1016/j.mcpdig.2023.03.002. 10.1016/j.mcpdig.2023.03.002 Machado, Jose; Rodrigues, Carla; Sousa, Regina; Gomes, Luis Mendes. "Drug-drug interaction extraction-based system: An natural language processing approach". Expert Systems (2023): https://publons.com/wos-op/publon/59454534/. 10.1111/EXSY.13303 Silva, A.L.; Oliveira, P.; Durães, D.; Fernandes, D.; Névoa, R.; Monteiro, J.; Melo-Pinto, P.; Machado, J.; Novais, P.. "A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications". Sensors 23 14 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85166008165&partnerID=MN8TOARS. 10.3390/s23146427 Gonçalves, F.; Silva, G.O.; Santos, A.; Rocha, A.M.A.C.; Peixoto, H.; Durães, D.; Machado, J.. "Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors". Electronics (Switzerland) 12 24 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85180725294&partnerID=MN8TOARS. 10.3390/electronics12244971 Filipe Miranda; Ana Regina Sousa; Julio Duarte; António Carlos Abelha; José Machado. "Machine Learning Applied to Health Information Exchange". International Journal of Reliable and Quality E-Healthcare (2022): https://doi.org/10.4018/ijrqeh.298634. 10.4018/ijrqeh.298634 Reinolds, F.; Neto, C.; Machado, J.. "Deep Learning for Activity Recognition Using Audio and Video". Electronics (Switzerland) 11 5 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85126055726&partnerID=MN8TOARS. 10.3390/electronics11050782 Santos, F.; Durães, D.; Marcondes, F.S.; Hammerschmidt, N.; Machado, J.; Novais, P.. "Weakness Evaluation on In-Vehicle Violence Detection: An Assessment of X3D, C2D and I3D against FGSM and PGD". Electronics (Switzerland) 11 6 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85126008234&partnerID=MN8TOARS. 10.3390/electronics11060852 Oliveira, D.; Ferreira, D.; Abreu, N.; Leuschner, P.; Abelha, A.; Machado, J.. "Prediction of COVID-19 diagnosis based on openEHR artefacts". Scientific Reports 12 1 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85134570861&partnerID=MN8TOARS. 10.1038/s41598-022-15968-z Montenegro, L.; Abreu, M.; Fred, A.; Machado, J.M.. "Human-Assisted vs. Deep Learning Feature Extraction: An Evaluation of ECG Features Extraction Methods for Arrhythmia Classification Using Machine Learning". Applied Sciences (Switzerland) 12 15 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85136945525&partnerID=MN8TOARS. 10.3390/app12157404 Ferreira, D.; Neto, C.; Lopes, J.; Duarte, J.; Abelha, A.; Machado, J.. "Predicting the Survival of Primary Biliary Cholangitis Patients". Applied Sciences (Switzerland) 12 16 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85136584059&partnerID=MN8TOARS. 10.3390/app12168043 Regina Sousa; Tiago Lima; António Abelha; José Machado. "Hierarchical Temporal Memory Theory Approach to Stock Market Time Series Forecasting". Electronics 10 14 (2021): 1630-1630. https://doi.org/10.3390/electronics10141630. 10.3390/electronics10141630 Francisca Nogueira; Diana Ferreira; Regina Sousa; António Abelha; José Machado. "Integrating a New Generation of Interoperability Agents into the AIDA Platform". Journal of Digital Science (2021): https://doi.org/10.33847/2686-8296.3.1_5. 10.33847/2686-8296.3.1_5 Neto, C.; Senra, F.; Leite, J.; Rei, N.; Rodrigues, R.; Ferreira, D.; Machado, J.. "Different Scenarios for the Prediction of Hospital Readmission of Diabetic Patients". Journal of Medical Systems 45 1 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85098865327&partnerID=MN8TOARS. 10.1007/s10916-020-01686-4 Martins, B.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. "Data Mining for Cardiovascular Disease Prediction". Journal of Medical Systems 45 1 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85098784234&partnerID=MN8TOARS. 10.1007/s10916-020-01682-8 Oliveira, D.; Miranda, R.; Leuschner, P.; Abreu, N.; Santos, M.F.; Abelha, A.; Machado, J.. "OpenEHR modeling: improving clinical records during the COVID-19 pandemic". Health and Technology (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85105968830&partnerID=MN8TOARS. 10.1007/s12553-021-00556-4 Carvalho, M.; Bandiera-Paiva, P.; Marques, E.; Machado, J.M.. "Health information systems (HIS) privacy restrictions for GDPR: Assessing initial impacts perceived by patients and healthcare professionals". International Journal of Reliable and Quality E-Healthcare 10 2 (2021): 4-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-85103087726&partnerID=MN8TOARS. 10.4018/IJRQEH.2021040102 Sousa, R.; Miranda, R.; Moreira, A.; Alves, C.; Lori, N.; Machado, J.. "Software tools for conducting real-time information processing and visualization in industry: An up-to-date review". Applied Sciences (Switzerland) 11 11 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85107330276&partnerID=MN8TOARS. 10.3390/app11114800 Lori, N.; Neves, J.; Machado, J.. "Quantum field theory representation in quantum computation". Applied Sciences (Switzerland) 11 23 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85120169172&partnerID=MN8TOARS. 10.3390/app112311272 Lori, Nicolas; Pais-Vieira, Miguel; Curado, Manuel; Machado, Jose. "Paper-Based Electronics for Brain-Machine Interface Home Supercomputer". Advances in Intelligent Systems and Computing (2021): https://publons.com/wos-op/publon/54426827/. 10.1007/978-3-030-68017-6_68 Ferreira, D.; Silva, S.; Abelha, A.; Machado, J.. "Recommendation system using autoencoders". Applied Sciences (Switzerland) 10 16 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85089725316&partnerID=MN8TOARS. 10.3390/app10165510 Pereira, S.; Silva, L.; Machado, J.; Cabral, A.. "The clinical informatization in Portugal an approach to the national health service certification". International Journal of Reliable and Quality E-Healthcare 9 2 (2020): 34-47. http://www.scopus.com/inward/record.url?eid=2-s2.0-85092591116&partnerID=MN8TOARS. 10.4018/IJRQEH.2020040103 Iyad Aqra; Norjihan Abdul Ghani; Carsten Maple; José Machado; Nader Sohrabi Safa. "Incremental Algorithm for Association Rule Mining under Dynamic Threshold". Applied Sciences 9 24 (2019): 5398-5398. https://doi.org/10.3390/app9245398. 10.3390/app9245398 Cristiana Neto; Maria Brito; Vítor Lopes; Hugo Peixoto; António Abelha; José Machado. "Application of Data Mining for the Prediction of Mortality and Occurrence of Complications for Gastric Cancer Patients". Entropy (2019): https://doi.org/10.3390/e21121163. 10.3390/e21121163 Marisa Esteves; Márcia Esteves; António Abelha; José Machado. "A Proof of Concept of a Business Intelligence Platform to Support the Decision-Making Process of Health Professionals in Waiting Lists". International Journal of Privacy and Health Information Management 7 2 (2019): 14-32. https://doi.org/10.4018/IJPHIM.2019070102. 10.4018/IJPHIM.2019070102 Brito, C.; Esteves, M.; Peixoto, H.; Abelha, A.; Machado, J.. "A data mining approach to classify serum creatinine values in patients undergoing continuous ambulatory peritoneal dialysis". Wireless Networks (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85060728770&partnerID=MN8TOARS. 10.1007/s11276-018-01905-4 Esteves, M.; Abelha, A.; Machado, J.. "The development of a pervasive Web application to alert patients based on business intelligence clinical indicators: a case study in a health institution". Wireless Networks (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85060693648&partnerID=MN8TOARS. 10.1007/s11276-018-01911-6 Esteves, M.; Abelha, A.; Machado, J.. "A Proof of Concept of a Mobile Health Application to Support Professionals in a Portuguese Nursing Home". Sensors (Basel, Switzerland) 19 18 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85072584446&partnerID=MN8TOARS. 10.3390/s19183951 Neves, J.; Vicente, H.; Esteves, M.; Ferraz, F.; Abelha, A.; Machado, J.; Ribeiro, J.; Sampaio, L.. "A Deep-Big Data Approach to Health Care in the AI Age". Mobile Networks and Applications 23 4 (2018): 1123-1128. http://www.scopus.com/inward/record.url?eid=2-s2.0-85049118338&partnerID=MN8TOARS. 10.1007/s11036-018-1071-6 Cardoso, Luciana; Marins, Fernando; Quintas, Cesar; Portela, Filipe; Santos, Manuel; Abelha, Antonio; Machado, Jose. "Interoperability in Healthcare". Health Care Delivery and Clinical Science: Concepts, Methodologies, Tools, and Applications (2018): https://publons.com/publon/16482457/. 10.4018/978-1-5225-3926-1.CH036 Ribeiro, A.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.; Rua, F.. "Patients' admissions in intensive care units: A clustering overview". Information (Switzerland) 8 1 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85014216800&partnerID=MN8TOARS. 10.3390/info8010023 Reis, R.; Peixoto, H.; Machado, J.; Abelha, A.. "Machine Learning in Nutritional Follow-up Research". Open Computer Science 7 1 (2017): 41-45. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052023664&partnerID=MN8TOARS. 10.1515/comp-2017-0008 Foshch, T.; Machado, J.; Portela, F.; Maksimov, M.; Maksimova, O.. "Comparison of two control programs of the VVER-1000 nuclear power unit using regression data mining models". Nuclear and Radiation Safety 3 75 (2017): 11-17. http://www.scopus.com/inward/record.url?eid=2-s2.0-85043974669&partnerID=MN8TOARS. Pereira, J.; Peixoto, H.; Machado, J.; Abelha, A.. "A Data Mining Approach for Cardiovascular Diagnosis". Open Computer Science 7 1 (2017): 36-40. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052011971&partnerID=MN8TOARS. 10.1515/comp-2017-0007 Veloso, R.; Portela, F.; Santos, M.F.; Machado, J.; Da Silva Abelha, A.; Rua, F.; Silva, A.. "Categorize readmitted patients in intensive medicine by means of clustering data mining". International Journal of E-Health and Medical Communications 8 3 (2017): 22-37. http://www.scopus.com/inward/record.url?eid=2-s2.0-85020201969&partnerID=MN8TOARS. 10.4018/IJEHMC.2017070102 Portela, F.; Miranda, F.; Santos, M.F.; Abelha, A.; Machado, J.. "An online-processing critical patient monitoring system- an interoperability overview". Computer Science and Information Systems 14 2 (2017): 491-515. http://www.scopus.com/inward/record.url?eid=2-s2.0-85022060526&partnerID=MN8TOARS. 10.2298/CSIS160604013P Da Silva Portela, C.F.; Dos Santos, M.F.V.T.; Da Silva Abelha, A.C.; Machado, J.M.; Silva, Á.M.; Martins, F.R.. "Real-time intelligent decision support and monitoring system of critical patients,Sistema inteligente de apoio à decisão e monitorização de doentes críticos em tempo-real". Portuguese Journal of Public Health 35 3 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85077303942&partnerID=MN8TOARS. 10.1159/000486146 Abelha, Antonio; Pereira, Eliana; Brandao, Andreia; Portela, Filipe; Santos, Manuel Filipe; Machado, Jose; Braga, Jorge. "Improving Quality of Services in Maternity Care Triage System". Healthcare Ethics and Training: Concepts, Methodologies, Tools, and Applications (2017): https://publons.com/publon/18395977/. 10.4018/978-1-5225-2237-9.CH039 Braga, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, Á.; Rua, F.. "Data mining to predict the use of vasopressors in intensive medicine patients". Jurnal Teknologi 78 6-7 (2016): 1-6. http://www.scopus.com/inward/record.url?eid=2-s2.0-84975029552&partnerID=MN8TOARS. 10.11113/jt.v78.9075 Braga, A.; Portela, F.; Santos, M. F.; Abelha, A.; Machado, J.; Silva, A.; Rua, F.. "DATA MINING TO PREDICT THE USE OF VASOPRESSORS IN INTENSIVE MEDICINE PATIENTS". Jurnal Teknologi 78 6-7 (2016): 1-6. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000391218100001&KeyUID=WOS:000391218100001. 10.11113/jt.v78.9075 Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Clustering data mining models to identify patterns in weaning patient failures". International Journal of Biology and Biomedical Engineering 10 (2016): 183-190. http://www.scopus.com/inward/record.url?eid=2-s2.0-85040247764&partnerID=MN8TOARS. Brandão, A.; Pereira, E.; Esteves, M.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. "A benchmarking analysis of open-source business intelligence tools in healthcare environments". Information (Switzerland) 7 4 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-85007290342&partnerID=MN8TOARS. 10.3390/info7040057 Ferraz, Ana; Brito, José Henrique; Carvalho, Vítor; Machado, José. "Blood type classification using computer vision and machine learning". Neural Computing and Applications (2016): 1-12. 10.1007/s00521-015-2151-1 Neves, J.; Martins, M.R.; Vilhena, J.; Gomes, S.; Abelha, A.; Machado, J.; Vicente, H.. "A Soft Computing Approach to Kidney Diseases Evaluation". Journal of Medical Systems 39 10 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84940103338&partnerID=MN8TOARS. 10.1007/s10916-015-0313-4 Abelha, A.; Pereira, E.; Brandão, A.; Portela, F.; Santos, M.F.; Machado, J.; Braga, J.. "Improving quality of services in maternity care triage system". International Journal of E-Health and Medical Communications 6 2 (2015): 10-26. http://www.scopus.com/inward/record.url?eid=2-s2.0-84944457692&partnerID=MN8TOARS. 10.4018/IJEHMC.2015040102 Cardoso, L.; Marins, F.; Magalhães, R.; Marins, N.; Oliveira, T.; Vicente, H.; Abelha, A.; Machado, J.; Neves, J.. "Abstract computation in schizophrenia detection through artificial neural network based systems". Scientific World Journal 2015 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84925337170&partnerID=MN8TOARS. 10.1155/2015/467178 Portela, F.; Veloso, R.; Oliveira, O.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, A.; Rua, F.. "Predict hourly patient discharge probability in intensive care units using Data Mining". Indian Journal of Science and Technology 8 32 (2015): 2-11. http://www.scopus.com/inward/record.url?eid=2-s2.0-85008199767&partnerID=MN8TOARS. 10.17485/ijst/2015/v8i32/92043 Antonio Abelha. "A Preventive Action Management Platform in Healthcare Information Systems". Open Source Technology: Concepts, Methodologies, Tools, and Applications (2015): https://publons.com/publon/18395982/. 10.4018/978-1-4666-7230-7.CH026 Oliveira, Sergio; Portelal, Filipe; Santos, Manuel F.; Machado, Jose; Abelha, Antonio. "Hospital bed management support using regression data mining models". Proceedings Iwbbio 2014: International Work-Conference on Bioinformatics and Biomedical Engineering, Vols 1 and 2 (2014): 1651-1661. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000346381500184&KeyUID=WOS:000346381500184. Filipe Portela and; Jorge Aguiar and; Manuel Filipe Santos and; Ant\'onio Abelha and; Jos\'e Machado and; \'Alvaro M. Silva and; Fernando Rua. "Assessment of Technology Acceptance in Intensive Care Units". Ijssoe 4 3 (2014): 26-45. http://dx.doi.org/10.4018/ijssoe.2014070102. 10.4018/ijssoe.2014070102 Marins, Fernando; Cardoso, Luciana; Portela, Filipe; Abelha, Antonio; Machado, Jose; Marins, F.; Cardoso, L.; et al. "Intelligent Systems for Monitoring and Prevention in Healthcare Information Systems". Computational Science and Its Applications, Part Vi - Iccsa 2014 8584 (2014): 197-211. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000343870100015&KeyUID=WOS:000343870100015. 10.1007/978-3-319-09153-2_15 Gonçalves, J.M.C.; Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.; Rua, F.. "Real-time predictive analytics for sepsis level and therapeutic plans in intensive care medicine". International Journal of Healthcare Information Systems and Informatics 9 3 (2014): 36-54. http://www.scopus.com/inward/record.url?eid=2-s2.0-84919657431&partnerID=MN8TOARS. 10.4018/ijhisi.2014070103 Brandao, A.; Pereira, E.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.; Ieee,. "Real-Time Business Intelligence Platform to Maternity Care". 2014 Ieee Conference on Biomedical Engineering and Sciences (Iecbes) (2014): 379-384. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000380466700067&KeyUID=WOS:000380466700067. 10.1109/IECBES.2014.7047525 Portela, F.; Santos, M. F.; Silva, A.; Rua, F.; Abelha, A.; Machado, J.; Ieee,. "Preventing Patient Cardiac Arrhythmias by Using Data Mining Techniques". 2014 Ieee Conference on Biomedical Engineering and Sciences (Iecbes) (2014): 165-170. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000380466700020&KeyUID=WOS:000380466700020. 10.1109/IECBES.2014.7047478 Cardoso, L.; Marins, F.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "The next generation of interoperability agents in healthcare". International Journal of Environmental Research and Public Health 11 5 (2014): 5349-5371. http://www.scopus.com/inward/record.url?eid=2-s2.0-84900870917&partnerID=MN8TOARS. 10.3390/ijerph110505349 Filipe Portela; Manuel Filipe Santos; Álvaro Silva; Fernando Rua; António Abelha; José Machado. "Adoption of Pervasive Intelligent Information Systems in Intensive Medicine". Procedia Technology 9 0 (2013): 1022-1032. http://www.sciencedirect.com/science/article/pii/S2212017313002685. 10.1016/j.protcy.2013.12.114 Peixoto, Hugo; Abelha, Antonio; Santos, Manuel; Machado, Jose. "A Preventive Action Management Platform in Healthcare Information Systems". Int. J. Reliab. Qual. E-Healthc. 2 3 (2013): 16-29. 10.4018/978-1-4666-7230-7.CH026 Samuel Valente; Jorge Braga; José Machado; Manuel Santos; António Abelha. "The Impact of Mobile Platforms in Obstetrics". Procedia Technology 9 0 (2013): 1201-1208. http://www.sciencedirect.com/science/article/pii/S2212017313002880. 10.1016/j.protcy.2013.12.134 Rui Oliveira; Simão Frutuoso; José Machado; Manuel Santos; Filipe Portela; António Abelha. "Step Towards m-Health in Pediatrics". Procedia Technology 9 0 (2013): 1192-1200. http://www.sciencedirect.com/science/article/pii/S2212017313002879. 10.1016/j.protcy.2013.12.133 Portela, F.; Gago, P.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Implementing a pervasive real-time intelligent system for tracking critical events with intensive care patients". International Journal of Healthcare Information Systems and Informatics 8 4 (2013): 1-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903153312&partnerID=MN8TOARS. 10.4018/ijhisi.2013100101 Aguiar, Jorge; Portela, Filipe; Santos, Manuel Filipe; Machado, Jose; Abelha, Antonio; Silva, Alvaro; Rua, Fernando; Pinto, Filipe. "Pervasive Information Systems to Intensive Care Medicine Technology Acceptance Model". Iceis: Proceedings of the 15th International Conference on Enterprise Information Systems, Vol 1 (2013): 177-184. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000349992200020&KeyUID=WOS:000349992200020. 10.5220/0004441001770184 Portela, Filipe; Gago, Pedro; Santos, Manuel Filipe; Machado, Jose; Abelha, Antonio; Silva, Alvaro; Rua, Fernando; Quintas, Cesar; Pinto, Filipe. "Intelligent and Real Time Data Acquisition and Evaluation to Determine Critical Events in Intensive Medicine". 4th Conference of Enterprise Information Systems - Aligning Technology, Organizations and People (Centeris 2012) 5 (2012): 716-724. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000314469100079&KeyUID=WOS:000314469100079. 10.1016/j.protcy.2012.09.079 Jose Neves and; Jorge Ribeiro and; Paulo Pereira and; Victor Alves and; Jose Machado and; Antonio Abelha and; Paulo Novais and; et al. "Evolutionary intelligence in asphalt pavement modeling and quality-of-information". Progress in AI 1 1 (2012): 119-135. 10.1007/s13748-011-0003-5 Vicente, H.; Couto, C.; Machado, J.; Abelha, A.; Neves, J.. "Prediction of water quality parameters in a reservoir using artificial neural networks". International Journal of Design and Nature and Ecodynamics 7 3 (2012): 310-319. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866088685&partnerID=MN8TOARS. 10.2495/DNE-V7-N3-310-319 Vicente, H.; Dias, S.; Fernandes, A.; Abelha, A.; MacHado, J.; Neves, J.. "Prediction of the quality of public water supply using artificial neural networks". Journal of Water Supply: Research and Technology - AQUA 61 7 (2012): 446-459. http://www.scopus.com/inward/record.url?eid=2-s2.0-84872189812&partnerID=MN8TOARS. 10.2166/aqua.2012.014 Couto, C.; Vicente, H.; Machado, J.; Abelha, A.; Neves, J.. "Water quality modeling using artificial intelligence-based tools". International Journal of Design and Nature and Ecodynamics 7 3 (2012): 300-309. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866094661&partnerID=MN8TOARS. 10.2495/DNE-V7-N3-300-309 Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of service in healthcare units". International Journal of Computer Aided Engineering and Technology 2 4 (2010): 436-449. http://www.scopus.com/inward/record.url?eid=2-s2.0-84937691217&partnerID=MN8TOARS. 10.1504/IJCAET.2010.035396 Andrade, F.; Novais, P.; Machado, J.; Neves, J.. "Software agents and virtual organisations: Consent and trust". International Journal of Services and Operations Management 6 3 (2010): 352-361. http://www.scopus.com/inward/record.url?eid=2-s2.0-77951442612&partnerID=MN8TOARS. 10.1504/IJSOM.2010.031958 Santos, M. F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelhaa, A.; Neves, J.; Silva, A.; et al. "Nursing Information Architecture for Situated Decision Support in Intensive Care Units". Aic '09: Proceedings of the 9th Wseas International Conference on Applied Informatics and Communications (2009): 491-496. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000273271800079&KeyUID=WOS:000273271800079. Santos, M. F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. "Information Modeling for Real-Time Decision Support in Intensive Medicine". Proceedings of the 8th Wseas International Conference on Applied Computer and Applied Computational Science (2009): 360-365. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000271403400058&KeyUID=WOS:000271403400058. Ribeiro, J.; Neves, J.; Sanchez, J.; Delgado, M.; Machado, J.; Novais, P.. "Wine Vinification prediction using Data Mining tools". Computing and Computational Intelligence, Proceedings (2009): 78-85. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000271254900008&KeyUID=WOS:000271254900008. Santos, M.F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. "Information architecture for intelligent decision support in intensive medicine". WSEAS Transactions on Computers 8 5 (2009): 810-819. http://www.scopus.com/inward/record.url?eid=2-s2.0-69549098007&partnerID=MN8TOARS. Andrade, F.; Novais, P.; MacHado, J.; Neves, J.. "Contracting agents: Legal personality and representation". Artificial Intelligence and Law 15 4 (2007): 357-373. http://www.scopus.com/inward/record.url?eid=2-s2.0-35948946448&partnerID=MN8TOARS. 10.1007/s10506-007-9046-0 Analide, C.; Novais, P.; Machado, J.; Neves, J.; Analide, César; Novais, Paulo; Machado, José Manuel; Neves, José. "Anthropopathy and its assessment in virtual entities". Innovations through Information Technology, Vols 1 and 2 (2004): 348-351. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000234266200089&KeyUID=WOS:000234266200089. Neves, J.; Machado, J.; Cortez, P.; Arteiro, J.; Vicente, H.. "A distributed web-based water quality diagnosis and simulation system in lakes and reservoirs". Ess'98 - Simulation Technology: Science and Art (1998): 296-300. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000082927000050&KeyUID=WOS:000082927000050. Neves, J.; Machado, J.; Analide, C.; Novais, P.; Abelha, A.. "Extended Logic Programming applied to the specification of Multi-Agent Systems and their computing environments". 1997 Ieee International Conference on Intelligent Processing Systems, Vols 1 & 2 (1997): 159-164. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000073594000027&KeyUID=WOS:000073594000027. Neves, J.; Machado, J.; Costa, L.; Cortez, P.; Neves, José; Machado, José Manuel; Costa, Lino; Cortez, P. "A software agent distributed system for dynamic load balancing". Modelling and Simulation 1996 (1996): 80-84. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000088778200013&KeyUID=WOS:000088778200013.
Preprint	Diana Ferreira; Cristiana Neto; Francini Hak; António Abelha; Manuel Santos; José Machado. "Standardizing Corneal Transplantation Records with openEHR: Case Study (Preprint)". 2023. https://doi.org/10.2196/preprints.48407. 10.2196/preprints.48407 Filipe Pereira; Alexandre Macedo; Leandro Pinto; Filomena Soares; Rosa Vasconcelos; J. M. Machado; Vítor Carvalho; et al. "Intelligent Computer Vision System for Analysis and Characterization of Yarn Quality". 2022. https://doi.org/10.20944/preprints202211.0572.v1. 10.20944/preprints202211.0572.v1
Thesis / Dissertation	Machado, José Manuel. "Agentes inteligentes como objectos dum sistema distribuído de realidade virtual". PhD, 2001. http://hdl.handle.net/1822/30.

Intellectual property

Patent

Bezerra, Karolina; Machado, José; Carvalho, Vítor; Soares, Filomena; Matos, Demétrio; Ferraz, Ana. 2014. "Sistema de Mistura de Líquidos". Portugal.
Granted/Issued

Other

Other output

An Introduction of Omnichannel Interaction in Healthcare Services. 2022. Moreira, A.; Alves, C.; Machado, J.; Santos, M.F.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85144158249&partnerID=MN8TOARS.
Prediction of COVID-19 Diagnosis Based on OpenEHR Artefacts. 2021. Oliveira, D.; Ferreira, D.; Abreu, N.; Leuschner, P.; Abelha, A.; Machado, J.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85131860233&partnerID=MN8TOARS.
10.21203/rs.3.rs-907764
Editorial [to] International Journal on Intelligent Based Reasoning Systems Vol. 1, Nº 3/4. Special Issue on Progress in Artificial Intelligence: Select Extended Papers from the 13th Portuguese International Conference on Artificial Intelligence, EPIA 2007 – Part I. 2009. Pereira, Luis Moniz; Neves, José; Machado, José Manuel; Santos, Manuel. http://hdl.handle.net/1822/20750.
Argument-based decision making in ambient intelligence environments. Decision making is a cognitive process of the foremost importance to set a line of action under change; it is said to be a psychological construct, being therefore latent and not directly observable. Indeed, issues of construct validity are paramount, where the information gathered would provide insight regarding the construct of emotional intelligence and how one would attempt to clarify its mean. 2009. Marreiros, Goreti; Ramos, Carlos; Machado, José Manuel; Neves, José; Marreiros, G.; Ramos, C.; Machado, J.; Neves, J.. http://hdl.handle.net/1822/11293.
10.1504/IJRIS.2009.028017
Quality of Knowledge in Virtual Entities. 2008. Cesar Analide; Paulo Novais; Jos{\'{e}} Machado; Jos{\'{e}} Neves.
10.4018/978-1-59904-933-5.ch016
Ambient intelligence via multiagent systems in the medical arena. Hospitals are complex work environments where people and information are distributed, thus de- manding considerable coordination and communication among the professionals that work in such settings. Not only are they technology rich environments, but their workers experience a high level of mobility, resulting in information infrastructures with artifacts distributed throughout the premises. On th. 2007. Machado, José Manuel; Alves, Victor; Abelha, António; Neves, José; Machado, J.; Alves, V.; Abelha, A.; Neves, J.. http://hdl.handle.net/1822/19013.
Agent based decision support systems in medicine. Embedding Machine Learning technology into Agent Driven Diagnosis Systems adds a new potential to the realm of Medicine, and in particular to the imagiology one. However, despite all the research done in the last years on the development of new methodologies for problem solving, in terms of the design of MultiAgent Systems (MAS) there is none where both the agent and the organizational view can be. 2005. Alves, Victor; Neves, José; Machado, José Manuel; Abelha, António. http://hdl.handle.net/1822/2721.

Activities

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2021 - 2021	Real-Time Information Processing. Supervisor	Informática (PhD) Universidade do Minho, Portugal
2021 - 2021	Modelo Preditivo de Qualidade 4.0 para Defeitos de Cliente Co-supervisor	Engenharia Industrial e de Sistemas (PhD) Universidade do Minho, Portugal
2021 - 2021	Knowledge Engineering for Interoperable Electronic Health Records Supervisor	Engenharia Biomédica (PhD) Universidade do Minho, Portugal
2020 - 2020	Improving Hospital Workflows with Intelligent and Interoperable Artifacts Supervisor	Engenharia Biomédica (PhD) Universidade do Minho, Portugal
2020 - 2020	Semantic data interoperability among heterogeneous standard using machine learning conceps. Supervisor	Engenharia Biomédica (PhD) Universidade do Minho, Portugal
2020 - 2020	Improving Clinical Problem List With Evidence Based Medicine, Patient Oriented Medical Records And Intelligence. Supervisor	Engenharia Biomédica (PhD) Universidade do Minho, Portugal
2020 - 2020	Ethics and New Trends in Artificial Intelligence in Intensive Care Units Supervisor	Engenharia Biomédica (PhD) Universidade do Minho, Portugal
2019 - 2019	Data Analytics for Failure Prediction Supervisor	Sistemas Avançados de Engenharia para a Indústria (PhD) Universidade do Minho, Portugal
2019 - 2019	monitorização inteligente da interoperabilidade em ambiente hospitalar Supervisor	Engenharia Biomédica (Master) Universidade do Minho, Portugal
2018 - 2018	Bringing empirical big data to evidence based qualitative knowledge in healthcare Supervisor	Engenharia Biomédica (PhD) Universidade do Minho, Portugal
2018 - 2018	A Novel System to Assist Elders’ Self-care and their Informal Caregivers through Nursing Homes. Supervisor	Engenharia Biomédica (PhD) Universidade do Minho, Portugal
2018 - 2018	Suporte à decisão clínica de enfermagem Supervisor	Engenharia e Gestão de Sistemas de Informação (Master) Universidade do Minho, Portugal
2018 - 2018	Plataforma de Business Intelleligence para apoio à gestão de Cirurgias Supervisor	Engenharia e Gestão de Sistemas de Informação (Master) Universidade do Minho, Portugal
2018 - 2018	Plataforma de Business Intelleligence para apoio à gestão de Cirurgias Supervisor	Engenharia e Gestão de Sistemas de Informação (Master) Universidade do Minho, Portugal
2018 - 2018	PRM - Patien relationship managment (mobile app) Supervisor	Engenharia Biomédica (Master) Universidade do Minho, Portugal
2018 - 2018	desenvolvimento e prospeção de ferramentas colaborativas nos cuidados de neonatologia e pediatria Supervisor	Engenharia Biomédica (Master) Universidade do Minho, Portugal
2009 - 2017	Availabilty, Performance and Confidence in Healthcare Database Systems - Intelligent Decision Support Systems for Fault Prevention" (in Portuguese), Biomedical Engineering, Universidade do Minho, 2017 Supervisor of Cesar Manuel Quintas
2016 - 2016	Disponibilidade, desempenho e confiança em sistemas de bases de dados hospitalares - Suporte à decisão inteligente para prevenção de falhas Supervisor	Engenharia Biomédica (PhD) Universidade do Minho, Portugal
2009 - 2016	Predicting and Error Detecting in Automatic Healthcare Data Aquisition Systems" (in Portuguese), Biomedical Engineering, Universidade do Minho, 2016. Supervisor of Pedro Manuel Queirós Faria Gonçalves	Doutoramento em Engenharia Biomédica (PhD)
2014 - 2014	Usabilidade e aceitação de tecnologia : estudo de casos em sistemas de informação hospitalar Supervisor	Engenharia Biomédica (Master) Universidade do Minho, Portugal
2014 - 2014	Meios complementares de diagnóstico e terapêutica no Processo Clínico Electrónico via "m-Health" Supervisor	Engenharia Biomédica (Master) Universidade do Minho, Portugal
2013 - 2013	Gestão de estruturas multidimensionais assistida por computador : uma aplicação à àrea da saúde Supervisor	Engenharia Informática (Master) Universidade do Minho, Portugal
2009 - 2013	Archetype based intelligent system for healthcare interoperability, Biomedical Engineering, Universidade do Minho, 2013. Supervisor of Luís Miguel Mesquita Miranda	Doutoramento em Engenharia Biomédica (PhD)
2002 - 2004	Anthropopathy in Virtual Entities (in Portuguese), Departamento de Informática, Escola de Engenharia, Universidade do Minho, 2004. Co-supervisor of Cesar Analide de Freitas da Costa Rodrigues	Doutoramento em Informática (PhD)
2002 - 2003	Theory of Pre-negotiation Processes in e-Commerce Environments (in Portuguese), Departamento de Informática, Escola de Engenharia, Universidade do Minho, 2003. Co-supervisor of Paulo Jorge Freitas Oliveira Novais	Doutoramento em Informática (PhD)

Event organisation

	Event name Type of event (Role)	Institution / Organization
2015 - 2020	Workshop on Healthcare Information Systems - Interoperability, Security and Efficiency (HISISE), World Conference on Information Systems and Technologies (Worldcist 2015, 2016,2017,2018,2019,2020) (Organization). (2015 - 2019) Workshop (Member of the Organising Committee)
2011 - 2020	Workshop in Intelligent Systems, European Simulation and Modeling Conferences (ESM 2011, 2012, 2013, 2014, 2015, 2016,2017,2018,2019,2020) (Organization) (2011 - 2019) Workshop (Member of the Organising Committee)
2019 - 2019	3rd International Conference in Engineering Applications (ICEA 2019), Ponta Delgada, Portugal, 2019 (comissão organizadora). (2019 - 2019)
2019 - 2019	2nd International Conference on Mathematical Applications(ICMA 2019), Ponta Delgada, Portugal, 2019 (comissão organizadora). (2019 - 2019)
2018 - 2018	16th annual Industrial Simulation Conference (ISC 2018), Ponta Delgada, Portugal, 2018 (conference chair). (2018 - 2018) Conference (President of the Organising Committee)
2017 - 2017	Workshop on Multi-Agent Systems: Theory and Applications (MASTA 2017), Portuguese Conferrence in Artificial Intelligfence, Porto, Portugal, 2017. (Organization). (2017 - 2017) Workshop (Member of the Organising Committee)
2017 - 2017	Workshop on Applied Knowledge Engineering to Healthcare, IEEE 5th International Conference on Future Internet of Things and Cloud (FiCloud 2017), Prague, Czech Republic, 2017. (2017 - 2017) Workshop (Member of the Organising Committee)
2016 - 2016	Workshop on Applied Computational and Artificial Intelligence, CENTERIS 2016, Oporto, Portugal, 2016 (Organization). (2016 - 2016) Workshop (Member of the Organising Committee)
2016 - 2016	Workshop on Intelligent Systems and Aplications in Healthcare, IEEE international Conference on Business Informatics, Paris, France, 2016 (Organization). (2016 - 2016) Workshop (Member of the Organising Committee)
2011 - 2011	25th European Simulation and Modeling Conference (ESM 2011), Guimarães, Portugal, 2011. (Conference chair) (2011 - 2011) Conference (President of the Organising Committee)
2007 - 2007	EPIA 2007 – 13th Portuguese Conference on Artificial Intelligence, Guimarães, Portugal, 2007 (program chair) (2007 - 2007) Conference (Member of the Organising Committee)
2006 - 2006	EUMAS 2006 – Fourth European Workshop on Multi-Agent Systems, Lisboa, Portugal, 2006 (sponsorship and publicity chair). (2006 - 2006) Conference (Member of the Organising Committee)

Committee member

	Activity description Role	Institution / Organization
2021 - Current	Concurso documental para ocupação de posto de trabalho previsto e não ocupado, na Carreira de Pessoal Docente do Ensino Superior Politécnico, na categoria de Professor Coordenador, para a área científica de Informática, do Mapa de Pessoal da Escola Superior de Tecnologia e Gestão do Instituto Politécnico do Cávado e Ave, em regime de contrato de trabalho em funções públicas por tempo indeterminado, 2021. Member	Instituto Politécnico do Cávado e do Ave, Portugal

Journal scientific committee

	Journal title (ISSN)	Publisher
2020 - 2020	International Journal of Environmental Research and Public Health, MDPI, 2020 (SJR 0,82 Q2 JCR 2,468 Q2)	MDPI
2020 - 2020	Sustainable Cities and Society, Elsevier, 2020 (SJR 1,1 Q1 JCR 4,624 Q1)	Elsevier
2020 - 2020	Computer Methods and Programs in Biomedicine, Elsevier, 2020 (SJR 0,75 Q1 JCR 3,424 Q1)	Elsevier
2020 - 2020	BMC Medical Informatics and Decision Making (SJR 0,79 Q2 JCR 2,067 Q3)	Springer Nature
2019 - 2019	Heliyon, 2019, IF: 0,355 (SJR 2017 Q1)	Elsevier
2019 - 2019	Journal of Clinical Medicine, MDPI, 2019, IF: 2,636 (SJR 2017 Q1)	MDPI
2019 - 2019	Computers and Electronics in Agriculture, Elsevier, 2019, IF: 0,814 (SJR 2017 Q1)	Elsevier
2019 - 2019	Frontiers of Medicine, 2019, IF: 0,913 (SJR 2017 Q1)	Frontiers
2019 - 2019	Journal of Science of the Total Environment, Elsevier, 2019, IF: 1,546 (SJR 2017 Q1)	Elsevier
2019 - 2019	Journal of Biomedical Informatics, Elsevier, 2019, IF: 1,028 (SJR 2017 Q1)	Elsevier
2019 - 2019	Journal of Engineering and Technological Sciences, Institut Teknologi, Bandung, Indonesia, 2019.	Institut Teknologi, Bandung, Indonesia
2019 - 2019	Computer Methods and Programs in Biomedicine, Elsevier, 2019, IF: 0,753 (SJR 2018 Q1)	Elsevier
2019 - 2019	Engineering Science and Technology, an International Journal, Elsevier, 2019, IF: 0,765 (SJR 2017 Q1)	Elsevier
2019 - 2019	International Journal of Medical Informatics, Elsevier, 2019, IF: 0,96 (SJR 2018 Q1)	Elsevier
2019 - 2019	Frontiers in Big Data, Frontiers, 2019
2019 - 2019	Journal of Ambient Intelligence and Smart Environments, IOS Press, 2019, IF: 0,273 (SJR 2018 Q3)
2019 - 2019	Springer Research Group - Computer Science (Book Proposal Review)
2019 - 2019	Ain Shams Engineering Journal, Elsevier, 2019, IF: 0,465 (SJR 2018 Q1)
2019 - 2019	Journal of Ambient Intelligence and Humanized Computing, Springer, 2019, IF: 0,35 (SJR 2018 Q2)
2019 - 2019	Mathematical Problems in Engineering, Hindawi, 2019, IF: 0,27 (SJR 2018 Q2)
2018 - 2018	Computers in Industry, Elsevier, 2018, IF: 1,028 (SJR 2017 Q1)
2018 - 2018	Journal of King Saud University - Computer and Information Sciences, Elsevier, 2018, IF: 0,435 (SJR 2017 Q2)
2018 - 2018	Expert Systems, John Wiley & Sons, 2018, IF: 0,429 (SJR 2017 Q2)
2018 - 2018	Journal of Information Security and Applications, Elsevier, 2018, IF: 0,346 (SJR 2017 Q2)
2018 - 2018	International Journal of Medical Informatics, Elsevier, 2018, IF: 1,247 (SJR 2017 Q1)
2018 - 2018	Health Informatics Journal, SAGE Publishing, 2017, IF: 0.612 (SJR 2016 Q2)
2018 - 2018	IEEE Journal of Health and Biomedical Informatics, IEEE, IF: 0,991 (SJR 2017 Q1)
2018 - 2018	Future Generation Computer Systems, Elsevier, 2018, IF: 0,844 (SJR 2017 Q1)
2018 - 2018	Technological Forecasting and Social Change, Elsevier, 2018, IF: 1,38 (SJR 2017 Q1)
2018 - 2018	Journal of Arid Environments, Elsevier, 2018, IF: 0,763 (SJR 2017 Q2)
2018 - 2018	Applied Soft Computer, Elsevier, 2018, IF: 1,199 (SJR 2017 Q1)
2018 - 2018	Computers and Electrical Engineering, Elsevier, 2018, IF: 0.49 (SJR 2016 Q1)
2018 - 2018	Computer Standards and Interfaces, Elsevier, 2018, IF: 0.428 (SJR 2016 Q2)
2018 - 2018	International Journal of Advanced Intelligence Paradigms, Inderscience, 2018, IF: 0,199 (SJR 2016 Q3)
2018 - 2018	Data and Knowledge Engineering, Elsevier, 2018, IF: 0.806 (SJR 2016 Q2)
2018 - 2018	ISA Transactions, Elsevier, 2018, IF: 1.129 (SJR 2016 Q1)

Other jury / evaluation

	Activity description	Institution / Organization
2020/05/08 - Current	Concurso documental para ocupação de posto de trabalho previsto e não ocupado, na Carreira de Pessoal Docente do Ensino Superior Politécnico, na categoria de Professor Adjunto, para a área científica de Informática – área disciplinar de Ciências da Computação, do Mapa de Pessoal da Escola Superior de Tecnologia e Gestão do Instituto Politécnico do Porto, em regime de contrato de trabalho em funções públicas por tempo indeterminado, aberto em 8 de Maio de 2020.
2019 - Current	Membro do corpo editorial da Applied Sciences, MDPI (JCR 2,217 Q2 SJR 0,38 Q1)
2019 - Current	Membro do corpo editorial da Artificial Intelligence, MDPI
2018 - Current	Membro do corpo editorial da Scalable Information Systems, EAI Transactions
2017 - Current	Membro do corpo editorial do International Journal of Innovation in Enterprise System, Telkom University, Bandung, Indonesia
2015 - Current	Editor adjunto do International Journal of Reliable and Quality E-Healthcare (IJRQEH), IGI Global.
2015 - Current	Membro do corpo editorial do Open Computer Science, De Gruyter
2019 - 2027	Membro da Plataforma Regional de Especialização Inteligente dos Sistemas Avançados de Produção, Plataformas Regionais de Especialização Inteligente (PREI), Conselho Regional de Inovação do Norte (CRIN), CCDRN (na qualidade de Diretor do Centro ALGORITMI).	Comissao de Coordenacao e Desenvolvimento Regional do Norte, Portugal
2019 - 2027	Membro da Plataforma Regional de Especialização Inteligente das Indústrias da Mobilidade e Ambiente, Plataformas Regionais de Especialização Inteligente (PREI), Conselho Regional de Inovação do Norte (CRIN), CCDRN (na qualidade de Diretor do Centro ALGORITMI).	Comissao de Coordenacao e Desenvolvimento Regional do Norte, Portugal
2019 - 2027	Membro da Plataforma Regional de Especialização Inteligente de Capital Humanao e Serviços Especializados, Plataformas Regionais de Especialização Inteligente (PREI), Conselho Regional de Inovação do Norte (CRIN), CCDRN (na qualidade de Diretor do Centro ALGORITMI).	Comissao de Coordenacao e Desenvolvimento Regional do Norte, Portugal
2020 - 2020	Concurso para promoção à categoria de Professor Coordenador na área científica de Informática para o preenchimento de 2 (dois) postos de trabalho do Mapa de Pessoal Docente da Escola Superior de Tecnologia e Gestão (ESTG), do Instituto Politécnico do Porto (IPP), na modalidade de relação jurídica de emprego público por tempo indeterminado, nos termos do artigo 76$^o$ do Decreto-Lei nº84/2019, de 28 de junho.
2020 - 2020	Concurso documental para recrutamento de um professor adjunto na modalidade de contrato de trabalho em funções públicas por tempo indeterminado para a área disciplinar de Engenharia Informática, para a Escola Superior de Tecnologia e Gestão de Viseu (Edital nº 1108/2019)
2020 - 2020	Avaliação de Projectos para a Swiss National Scientific Foundation
2019 - 2020	Avaliação e validação científica de projectos no âmbito do Roteiro Inovação, eixo 5 (Investigação) da Iniciativa Portugal INCoDe.2030, FCT, 2019.
2019 - 2019	Avaliação de Projectos para o "National Research Council Canada"
2019 - 2019	Avaliação de projectos para a European Science Foundation
2017 - 2017	Concurso documental internacional de recrutamento, na modalidade contrato de trabalho em funções públicas por tempo indeterminado, para o preenchimento de um posto de trabalho de Professor Auxiliar do mapa de pessoal da Universidade dos Açores, na área disciplinar de Ciências e Tecnologias da Programação, 2017 (Edital nº 57/2017).	Universidade dos Açores, Portugal
2017 - 2017	Avaliação de projecto para a Swiss National Scientific Foundation
2017 - 2017	Avaliação de Projectos para a United Arab Emirates University

Distinctions

Award

2023	Um dos "Best Papers"¿ das conferências MIS4TEL, PAAMS, DCAI, BLOCKCHAIN, ISAmI, PACCBB e DECON em Guimarães, Intelligent Systems in Healthcare: an Architecture Proposal
2021	International Hospital Federation Awards 2021, AUSTCO Excellence Award for Quality and Patient Safety, Home Based Care in Covid Management: Telemonitoring using self-reporting and health professional surveillance
2017	Best Paper Award The Ninth International Conference on eHealth, Telemedicine, and Social Medicine. Nice, France. IARIA.
2016	Portugal Digital Award, "Best Strategic Tool", AIDA-BI Area do Medico, in collaboration with Centro Hospitalar do Porto
2014	8ª Edição do Prémio de Boas Práticas em Saúde, Projeto “Sistema adaptativo de triagem para urgência de maternidade (CMIN)”, Centro Hospitalar do Porto, Lisboa
2009	Interoperability and Electronic Health Records, with Hospital Geral de Santo António, 3rd place
2008	Best paper award, 2nd annual European Simulation and Modelling Conference (ESM 2008)
2008	Dematerialization of Clinical Records, in collaboration with Hospital Geral de Santo António, Oporto, 2nd place.
2007	Project of collaboration with Hospital Geral de Santo António, in Oporto, Hospital do Futuro 2006/2007, in e-Health