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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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Identificação

Identificação pessoal

Nome completo
José Manuel Ferreira Machado

Nomes de citação

  • Machado, José

Identificadores de autor

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

Endereços de correio eletrónico

  • jmac@di.uminho.pt (Profissional)

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação
  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Francês Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Formação
Grau Classificação
2011 - 2012
Concluído
 Informática (Título de Agregado)
Especialização em Inteligência Artificial
Universidade de Trás-os-Montes e Alto Douro, Portugal
 Aprovado
1995 - 2002
Concluído
 Informática (Doutoramento)
Especialização em Inteligência Artificial
Universidade do Minho, Portugal
"Agentes Inteligentes como Objectos dum Sistema Distribuído de Realidade Virtual," (TESE/DISSERTAÇÃO)
 Aprovado
2002
Concluído
 Informática (Doutoramento)
Especialização em Sem especialidade
Universidade do Minho, Portugal
"Agentes Inteligentes Como Objectos de um Sistema Distribuído de Realidade Virtual" (TESE/DISSERTAÇÃO)
1988 - 1993
Concluído
 Provas de Aptidão Profissional e Capacidade Científica (Título de especialista)
Especialização em Lógica Computacional
Universidade do Minho, Portugal
 Aprovado
1982 - 1988/10/02
Concluído
 Licenciatura em Engenharia de Sistemas e Informática (Licenciatura)
Universidade do Minho, Portugal
 14
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2012/03/22 - Atual Professor Associado (Docente Universitário) Universidade do Minho Centro ALGORITMI, Portugal
2002 - 2012 Professor Auxiliar (Docente Universitário) Universidade do Minho, Portugal
1993 - 2002 Assistente (Docente Universitário) Universidade do Minho, Portugal
1988 - 1993 Assistente Estagiário (Docente Universitário) Universidade do Minho, Portugal
1987 - 1988 Monitor (Docente Universitário) Universidade do Minho, Portugal
Projetos

Bolsa

Designação Financiadores
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.

Projeto

Designação Financiadores
2023 - Atual Be.Neutral
Be.Neutral
Em curso
2023 - Atual DIH Attract-Digital Innovation Hub for Artificial Intelligence and High-Performance Computing
DIH ATTRACT
Investigador
Em curso
2022 - Atual GreenAuto - Green innovation for the Automotive Industry
GreenAuto
Investigador
Em curso
2021 - Atual GoodBrother-Network on Privacy-Aware Audio and Video-Based Applications for Active and Assisted Living
COST Actions 19121
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
 Horizon 2020
Em curso
2021 - Atual Automotive Skills Alliance - implementing the Pact for Skills in the Automotive Ecosystem
Automotive Skills Alliance
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
Em curso
2020 - Atual Projecto Estratégico - UIDB/CEC/00319/2020
UIDB/00319/2020
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
Em curso
2020 - Atual Apoio à Decisão Inteligente na otimização de tempos de resposta e de recursos para melhoria da qualidade de serviço
SAMA 2002
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
 SPMS Serviços Partilhados do Ministério da Saúde EPE
Em curso
2020 - Atual Data Science aplicada à diabetes para aumento de qualidade de vida do doente e de racionalização de custos
SAMA 2020
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
 SPMS Serviços Partilhados do Ministério da Saúde EPE
Em curso
2020 - Atual Gestão inteligente de internamento como forma de aumentar a qualidade e eficiência
SAMA 2020
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
 SPMS Serviços Partilhados do Ministério da Saúde EPE
Em curso
2020 - Atual Controlo Inteligente de Infeção Hospitalar
SAMA 2020
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
 SPMS Serviços Partilhados do Ministério da Saúde EPE
Em curso
2019 - Atual CDS4IM - Intelligent Clinical Decision Support for Intensive Medicine
CDS4IM
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
 Fundação para a Ciência e a Tecnologia, I.P.
Em curso
2019 - Atual DS&AI - Development in Data Science and Artificial Intelligence
599600-EPP-1-2018-1-TH-EPPKA2-CBHE-JP (2018-2503/001-001
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
Em curso
2018 - Atual PRM-Patient Relationship Management
PRM
Investigador responsável
TecMinho Associação Universidade-Empresa para o Desenvolvimento, Portugal
Concluído
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
Em curso
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
Em curso
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
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
 Comissao de Coordenacao e Desenvolvimento Regional do Norte
Em curso
2022 - 2023 Magellan-Localizable, interoperable, cyber-safe, resilient, distributed autonomous and connected urban infrastructure" project
LISBOA-01-0247-FEDER-071980
Investigador responsável
Concluído
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
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
 Comissao de Coordenacao e Desenvolvimento Regional do Norte
Em curso
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
Em curso
2016/01/01 - 2021/12/31 RISEWISE-Rise Women with disabilities In Social Engagement
RISEWISE - 690874
Universidade do Minho Centro ALGORITMI, Portugal
 European Commission
Concluído
2018 - 2021 DRIVES - Development and Research on Innovative Vocational Education Skills
DRIVES
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
Em curso
2018 - 2021 Factory of the Future: Smart Manufacturing
039479
Investigador
Em curso
2018 - 2021 Easy Ride: Experience is everything
Easy Ride 037902
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
Em curso
2018 - 2021 Sensible Car: Automated Driving
Sensible Car 037902
Investigador
Em curso
2019 - 2019 Projecto Estratégico - UID/CEC/00319/2019
UID/CEC/00319/2019
Investigador responsável
Concluído
2016 - 2019 DEM - Deus ex-Machine
DEM
Investigador
Em curso
2017 - 2018 Sistema de Alerta, Gestão e Monitorização de Catástrofes
GEO
Investigador responsável
TecMinho Associação Universidade-Empresa para o Desenvolvimento, Portugal
Concluído
2015 - 2018 Projecto Estratégico - UID/CEC/00319/2013
UID/CEC/00319/2013
Investigador responsável
Concluído
2015 - 2018 iFACTORY
iFACTORY
Investigador
Concluído
2015 - 2018 INNOVCAR
INNOVCAR
Investigador
Concluído
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
Concluído
2013/06 - 2015/10 INTCARE II - Intelligent Decision Support System for Intensive Care
126314
Provided by PTCRIS: 126314
Investigador
Fundação para a Ciência e a Tecnologia, I.P.
2013 - 2015 HMIEXCEL
HMIEXCEL
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
Concluído
2014 - 2014 Projecto Estratégico - UI 752 - 2014
PEst-OE/EEI/UI0752/2014
Investigador responsável
Concluído
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
Concluído
2011 - 2013 Projecto Estratégico - UI 752 - 2011-2012 (Strategic Project - UI 752 - 2011-2012)
Est-OE/EEI/UI0752/2011
Investigador responsável
Concluído
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
Concluído
2010/08 - 2012/08 INTELLIPave - AN EVOLUTIONARY INTELLIGENCE APPROACH TO ASPHALT PAVEMENT MODELLING
Provided by PTCRIS: 83666
83666
Investigador
Fundação para a Ciência e a Tecnologia, I.P.
Concluído
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
Concluído
2008/09 - 2012/02 TIARAC: Telematics and Artificial Intelligence in Alternative Conflict Resolution
71354
Provided by PTCRIS: 71354
Investigador
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
Concluído
2008/01 - 2012/01 INTCARE - Intelligent Decision Support System for Intensive Care
Provided by PTCRIS: 72819
72819
Investigador
Fundação para a Ciência e a Tecnologia, I.P.
Concluído
2007/01 - 2009/04 Intelligent Agents and Legal Relations
83665
Provided by PTCRIS: 83665
Investigador
Fundação para a Ciência e a Tecnologia, I.P.
Concluído
2006/05 - 2007/12 Intelligent Agents and Legal Relations
Provided by PTCRIS: 57221
57221
Investigador
Fundação para a Ciência e a Tecnologia, I.P.
Concluído
1995 - 1998 MAD, Sistemas de Apoio à Decisão em MAtéria de Direito
PCSH/C/CJU/924/95
Investigador
Produções

Publicações

Artigo em conferência
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. Sousa, R.; Peixoto, H.; Machado, J.. "Prediction Models Applied to Lung Cancer Using Data Mining". 2023.
    10.1007/978-3-031-29104-3_22
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. Esteves, M.; Abelha, A.; Machado, J.. "A mobile health application to assist health professionals: A case study in a Portuguese nursing home". 2019.
  31. 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
  32. 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
  33. Miranda, R.; Ferreira, D.; Abelha, A.; MacHado, J.. "Intelligent Nutrition in Healthcare and Continuous Care". 2019.
    10.1109/CEAP.2019.8883496
  34. Fonseca, F.; Peixoto, H.; Braga, J.; Machado, J.; Abelha, A.. "Smart mobile computing in pregnancy care". 2019.
  35. Moreira, P.; Oliveira, D.; Miranda, F.; Abelha, A.; MacHado, J.. "Mobile computing in patient relationship management - A case study". 2018.
  36. Prata, M.; Peixoto, H.; MacHado, J.; Abelha, A.. "Data mining in urgency department: Medical specialty discharge prediction". 2018.
  37. 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.
  38. 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.
  39. MacHado, J.; Abelha, A.; Gome, L.M.; Guerra, H.. "Preface". 2018.
  40. Ferreira, D.; Peixoto, H.; Machado, J.; Abelha, A.. "Predictive data mining in nutrition therapy". 2018.
    10.1109/CONTROLO.2018.8516413
  41. 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
  42. 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
  43. Oliveira, D.; Duarte, J.; Abelha, A.; Machado, J.. "Improving nursing practice through interoperability and intelligence". 2017.
    10.1109/FiCloudW.2017.92
  44. Fonseca, F.; Peixoto, H.; Miranda, F.; Machado, J.; Abelha, A.. "Step Towards Prediction of Perineal Tear". 2017.
    10.1016/j.procs.2017.08.284
  45. 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
  46. 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
  47. Loreto, P.; Fonseca, F.; Morais, A.; Peixoto, H.; Abelha, A.; Machado, J.. "Improving maternity care with business intelligence". 2017.
    10.1109/FiCloudW.2017.89
  48. Neto, C.; Peixoto, H.; Abelha, V.; Abelha, A.; Machado, J.. "Knowledge Discovery from Surgical Waiting lists". 2017.
    10.1016/j.procs.2017.11.141
  49. Coelho, D.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "A pervasive business intelligence solution to manage Portuguese misericordia". 2017.
    10.5220/0006382301170123
  50. Silva, C.; Pereira, J.; Costa, L.; Peixoto, H.; Machado, J.; Abelha, A.. "Business intelligence for cardiovascular disease assessment". 2017.
    10.1109/FiCloudW.2017.90
  51. 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
  52. Machado, J.; Abelha, A.; Santos, M.F.; Portela, F.. "Intelligent Systems and Applications in Healthcare (ISAHealth 2016 ) Preface". 2016.
    10.1109/CBI.2016.66
  53. 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
  54. 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
  55. 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
  56. 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
  57. 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
  58. 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.
  59. 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.
  60. Fernandes, F.; Vicente, H.; Abelha, A.; Machado, J.; Novais, P.; Neves, J.. "Artificial neural networks in diabetes control". 2015.
    10.1109/SAI.2015.7237169
  61. 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.
  62. 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
  63. 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
  64. 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
  65. 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
  66. 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.
  67. Gomes, J.; Portela, F.; Santos, M.F.; Abelha, A.; MaChado, J.. "Predicting 2-way football results by means of data mining". 2015.
  68. 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.
  69. Vilhena, J.; Martins, M.R.; Vicente, H.; Nelas, L.; Machado, J.; Neves, J.. "Thrombophilia screening: An artificial neural network approach". 2015.
  70. 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.
  71. 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
  72. 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
  73. 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.
  74. Pereira, E.; Brandöo, A.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.. "Business intelligence in maternity care". 2014.
    10.1145/2628194.2628248
  75. 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
  76. 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
  77. 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
  78. 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
  79. 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.
  80. 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
  81. 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.
  82. 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
  83. 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.
  84. 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
  85. 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.
  86. 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.
  87. 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
  88. Silva, P.; Quintas, C.; Santos, M.; Abelha, A.; Machado, J.. "Step towards fault forecasting in hospital information systems". 2012.
    10.1109/BMEI.2012.6513041
  89. 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
  90. Miranda, M.; Pontes, G.; Abelha, A.; Neves, J.; Machado, J.. "Agent based interoperability in hospital information systems". 2012.
    10.1109/BMEI.2012.6513042
  91. 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
  92. Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Abelha, A.; Machado, J.. "Usability of an electronic health record". 2012.
    10.1109/IEEM.2012.6838010
  93. Viana, M.; Oliveira, O.; Abelha, A.; Machado, J.. "Step towards simulation and monitoring of hospital waiting lists". 2012.
  94. 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.
  95. 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.
  96. Novais, P.; Machado, J.; Analide, C.; Abelha, A.. "Preface". 2011.
  97. 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.
  98. 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.
  99. Duarte, J.; Neves, J.; Cabral, A.; Gomes, M.; Marques, V.; Santos, M.F.; Abelha, A.; MacHado, J.. "Towards intelligent drug electronic prescription". 2011.
  100. Gongalves, P.; Alves, L.; Sá, T.; Quintas, C.; Miranda, M.; Abelha, A.; MacHado, J.; S{\'a}, T.. "Object trajectory simulation - An evolutionary approach". 2011.
  101. Pontes, G.; Duarte, A.; Cuevas, D.; Salazar, M.; Miranda, M.; Abelha, A.; MacHado, J.. "A moral decision support system in medicine". 2011.
  102. Marques, A.; Correia, A.; Cerqueira, L.; Machado, J.; Neves, J.. "Archetype-based semantic interoperability in healthcare". 2010.
  103. Alves, F.; Abelha, A.; Machado, J.; Neves, J.. "Interoperability performance in a healthcare environment". 2010.
  104. 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.
  105. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. "Interoperabity in healthcare". 2010.
  106. 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
  107. 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
  108. 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
  109. Ribeiro, J.; Machado, J.; Abelha, A.; Fernandéz-Delgado, M.; Neves, J.. "Handling incomplete information in an evolutionary environment". 2010.
    10.1109/CEC.2010.5586079
  110. Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. "An agent-based architecture for cancer staging". 2009.
  111. Duarte, J.; Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.; Alberto, C.; et al. "Agent-based group decision support in medicine". 2009.
  112. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. "Interoperability and healthcare". 2009.
  113. Belo, D.; Miranda, M.; Abelha, A.; Machado, J.; Neves, J.. "Quality of service in transplantation via the electronic medical record". 2009.
  114. Carneiro, D.; Costa, R.; Novais, P.; Neves, J.; Machado, J.. "Simulating and monitoring ambient assisted living". 2008.
  115. Rigor, H.; Machado, J.; Abelha, A.; Neves, J.; Alberto, C.. "A web-based system to reduce the nosocomial infection impact in healtcare units". 2008.
  116. Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of service in healthcare units". 2008.
    10.1504/IJCAET.2010.035396
  117. Neves, J.; Santos, M.; Machado, J.; Abelha, A.. "Electronic Health Records - Organizational, Regional, National, or Worldwide?". 2008.
  118. 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
  119. Marreiros, Goreti; Novais, Paulo; Machado, José; Ramos, Carlos; Neves, José; Marreiros, G.; Novais, P.; et al. "Modelling group decision simulation through argumentation". 2007.
  120. Machado, J.; Andrade, F.; Neves, J.; Novais, P.; Analide, C.. "Formal models in Web based contracting". 2007.
    10.1109/WI-IATW.2006.74
  121. Marreiros, Goreti; Santos, Ricardo; Ramos, Carlos; Neves, José; Novais, Paulo; Machado, José; Bulas-Cruz, José. "Ambient Intelligence in Emotion Based Ubiquitous Decision Making". Trabalho apresentado em Twentieth International Joint Conference on Artificial Intelligence ¿ IJCAI¿2007, 2007.
  122. Marreiros, G.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.. "Emotions on agent based simulators for group formation". 2006.
  123. Marreiros, G.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.. "An agent-based approach to group decision simulation using argumentation". 2006.
  124. Abelha, António; Santos, Manuel; Machado, José Manuel; Neves, José. "Auditing agents in the context of a telemedical information society". 2006.
  125. Machado, José Manuel; Abelha, António; Santos, Manuel; Neves, José. "Multiagent based problem solving in medical decision support systems". 2006.
  126. Machado, José Manuel; Abelha, António; Neves, José; Santos, Manuel. "Ambient intelligence in medicine". 2006.
    10.1109/BIOCAS.2006.4600316
  127. Machado, José Manuel; Alves, Victor; Machado, J.; Alves, V.. "Web-based simulation in medicine". 2005.
  128. Alves, Victor; Machado, José Manuel; Abelha, António; Neves, José. "Agent driven diagnosis in medicine". 2005.
  129. Abelha, António; Machado, José Manuel; Alves, Victor; Neves, José; Abelha, Antonio; Machado, Jose; Neves, Jose. "Health data management in the medical arena". 2004.
  130. Novais, Paulo; Analide, César; Machado, José Manuel; Neves, José. "Reputation and trust in the context of logic-based argumentation". 2004.
  131. Abelha, António; Machado, José Manuel; Alves, Victor; Neves, José. "Data warehousing through multi-agent systems in the medical arena". 2004.
  132. Analide, César; Machado, José Manuel; Gomes, Élia; Neves, José. "Anthropapathic agents in e-Learning systems applied to the area of the medicine". 2003.
  133. 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
  134. 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.
  135. Machado, J; Neves, J; Machado, José Manuel; Neves, José. "Distributed interactive simulation". 1997.
  136. Neves, Jose; Machado, Jose; Abelha, Antonio. "Application of artificial intelligence to law enforcement". 1997.
  137. Neves, José; Machado, José Manuel; Abelha, António. "The Application of artificial intelligence to law enforcement". 1997.
  138. 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.
  139. Cortez, Paulo; Machado, José Manuel; Neves, José. "An evolutionary artificial neural network time series forecasting system". 1996.
  140. Cortez, Paulo; Machado, José Manuel; Neves, José. "Time series forecasting in a distributed environment". 1996.
  141. Cortez, Paulo; Rocha, Miguel; Machado, Jose; Neves, Jose. "Neural network based time series forecasting system". 1995.
Artigo em revista
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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.
  34. 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.
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  35. 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.
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  36. 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
  37. 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
  38. 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/.
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  39. 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.
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  40. 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.
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  41. 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.
  42. 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.
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  43. 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.
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  44. 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.
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  45. 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.
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  46. 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
  47. 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
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    10.4018/978-1-4666-7230-7.CH026
  49. 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.
  50. 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.
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  51. 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.
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  53. 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.
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  56. 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
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  58. 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
  59. 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
  60. 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.
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  61. 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
  62. 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
  63. 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
  64. 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.
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    10.2166/aqua.2012.014
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    10.1504/IJCAET.2010.035396
  68. 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.
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  71. 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.
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Capítulo de livro
  1. 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
  2. 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.
    Publicado • 10.1007/978-3-031-32446-8_11
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. Ribeiro, A.; Portela, F.; Santos, M. F.; Machado, J.; Abelha, A.; Rua, F.. "Patients' Admissions in Intensive Care Units A clustering overview". editado por Kornyshova, E.; Poels, G.; Huemer, C., 38-44. 2016.
    10.1109/cbi.2016.48
  20. Silva, A.; Vicente, H.; Abelha, A.; Santos, M. F.; Machado, J.; Neves, J.. "Length of Stay in Intensive Care Units - A Case Base Evaluation". editado por Fujita, H.; Papadopoulos, G. A., 191-202. 2016.
    10.3233/978-1-61499-674-3-191
  21. Silva, A.; Portela, F.; Santos, M. F.; Machado, J.; Abelha, A.; Santos, M.F.. "Towards of automatically detecting Brain Death patterns through Text Mining". editado por Kornyshova, E.; Poels, G.; Huemer, C., 45-52. 2016.
    10.1109/cbi.2016.49
  22. 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.
    Publicado
  23. Cardoso, Luciana; Marins, Fernando; Portela, Filipe; Abelha, Antonio; Machado, Jose. "Healthcare Interoperability through Intelligent Agent Technology". editado por Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1334-1341. 2014.
    10.1016/j.protcy.2014.10.150
  24. 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". editado por Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1487-1492. 2014.
    10.1016/j.protcy.2014.10.169
  25. Brandao, Andreia; Pereira, Eliana; Portela, Filipe; Santos, Manuel Filipe; Abelha, Antonio; Machado, Jose. "Managing Voluntary Interruption of Pregnancy using Data Mining". editado por Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1297-1306. 2014.
    10.1016/j.protcy.2014.10.146
  26. Duarte, Julio; Castro, Sara; Santos, Manuel; Abelha, Antonio; Machado, Jose. "Improving Quality of Electronic Health Records with SNOMED". editado por Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1342-1350. 2014.
    10.1016/j.protcy.2014.10.151
  27. Veloso, Rui; Portela, Filipe; Santos, Manuel Filipe; Silva, Alvaro; Rua, Fernando; Abelha, Antonio; Machado, Jose. "A clustering approach for predicting readmissions in Intensive Medicine". editado por Varajao, J.; Cunha, M.; BjornAndersen, N.; Turner, R.; Wijesekera, D.; Martinho, R.; Rijo, R., 1307-1316. 2014.
    10.1016/j.protcy.2014.10.147
  28. 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, Estados Unidos: Institute of Electrical and Electronics Engineers, 2014.
    Publicado
  29. 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, Chipre: Cyprus Library, 2014.
    Publicado
  30. 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
  31. 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
  32. 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
  33. Couto, Catarina; Vicente, Henrique; Machado, José; Abelha, António; Neves, José. "Water Quality Modelling using Artificial Intelligence based Tools". In Lake Sustainability, 177-186. Southampton, Reino Unido: WIT Press, 2013.
    Publicado • 10.2495/978-1-84564-668-4/014
  34. Peixoto, Hugo; Duarte, Julio; Abelha, Antonio; Santos, Manuel; Machado, Jose. "ScheduleIT - Open-Source Preventive Actions Management Plataform in Healthcare Information Systems". editado por Varajao, J.; Cunha, M.; Yetton, P.; Rijo, R., 734-742. 2012.
    10.1016/j.protcy.2012.09.081
  35. Miranda, Miguel; Salazar, Maria; Portela, Filipe; Santos, Manuel; Abelha, Antonio; Neves, Jose; Machado, Jose. "Multi-agent systems for HL7 interoperability services". editado por Varajao, J.; Cunha, M.; Yetton, P.; Rijo, R., 725-733. 2012.
    10.1016/j.protcy.2012.09.080
  36. Portela, C. F.; Santos, M. F.; Silva, A.; Machado, J.; Abelha, A.. "Enabling a Pervasive Approach for Intelligent Decision Support in Critical Health Care". editado por CruzCunha, M. M.; Varajao, J.; Powell, P.; Martinho, R., 233-243. 2011.
  37. 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". editado por CruzCunha, M. M.; Varajao, J.; Powell, P.; Martinho, R., 223-232. 2011.
  38. Ferreira, J.; Soares, F.; Machado, J.; Curado, M.. "Ethical aspects in the design of medical devices". 111-114. 2011.
Livro
  1. 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
  2. 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
  3. Machado, J.M.; Chamoso, P.; Hernández, G.; Bocewicz, G.; Loukanova, R.; Jove, E.; Del Rey, A.M.; Ricca, M.. Preface. 2023.
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  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
  19. 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
  20. 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
  21. 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
  22. 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
  23. Castanheira, A.; Peixoto, H.; Machado, J.. Overcoming challenges in healthcare interoperability regulatory compliance. 2021.
    10.1007/978-3-030-58356-9_5
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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.
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. 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
  40. Costa, D.; Pereira, C.; Peixoto, H.; Machado, J.. Anticipating Maintenance in Telecom Installation Processes. 2020.
    10.1007/978-3-030-62365-4_31
  41. Peixoto, V.; Peixoto, H.; Machado, J.. Integrating a Data Mining Engine into Recommender Systems. 2020.
    10.1007/978-3-030-62362-3_19
  42. Cunha, G.; Peixoto, H.; Machado, J.. Improving Performance of Recommendation System Architecture. 2020.
    10.1007/978-3-030-62365-4_47
  43. Portela, F.; Santos, M.F.; Machado, J.; da Silva Abelha, A.; Rua, F.. Step towards pervasive technology assessment in intensive medicine. 2020.
  44. 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.
  45. 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.
  46. 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.
  47. 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
  48. 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
  49. 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
  50. Ferreira, D.; Neto, C.; Machado, J.; Abelha, A.. Steps towards online monitoring systems and interoperability. 2019.
    10.1007/978-3-030-16187-3_51
  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
  52. 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
  53. 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
  54. 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
  55. 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
  56. 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
  57. 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
  58. 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
  59. 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
  60. Reis, R.; Mendonça, A.; Ferreira, D.L.A.; Peixoto, H.; Machado, J.. Business intelligence for nutrition therapy. 2018.
  61. Neto, C.; Dias, I.; Santos, M.; Peixoto, H.; Machado, J.. Applied business intelligence in surgery waiting lists management. 2018.
  62. 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
  63. 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
  64. 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
  65. 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
  66. 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
  67. 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
  68. Coelho, D.; Portela, F.; Santos, M. F.; Machado, J.; Abelha, A.. A Pervasive Business Intelligence Solution to Manage Portuguese Misericordia. 2017.
    10.5220/0006382301170123
  69. 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
  70. Cardoso, L.; Marins, F.; Quintas, C.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. Interoperability in healthcare. 2017.
  71. 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
  72. 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
  73. 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
  74. 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
  75. 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
  76. 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
  77. 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
  78. 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
  79. 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
  80. 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
  81. 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
  82. 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
  83. 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
  84. Machado, J.; Abelha, A.. Applying business intelligence to clinical and healthcare organizations. 2016.
    10.4018/978-1-4666-9882-6
  85. Machado, J.; Abelha, A.. Preface. 2016.
  86. 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
  87. 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
  88. 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
  89. 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
  90. 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
  91. 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
  92. 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
  93. 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
  94. 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
  95. 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
  96. 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
  97. 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
  98. 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
  99. 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
  100. 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
  101. 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
  102. 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
  103. 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
  104. 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
  105. 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
  106. 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
  107. 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.
  108. 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
  109. 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
  110. 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
  111. 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
  112. 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
  113. 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
  114. 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.
  115. 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
  116. 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
  117. 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
  118. 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
  119. 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
  120. 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
  121. 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
  122. 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
  123. 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
  124. 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
  125. 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
  126. 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
  127. 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
  128. Peixoto, H.; Santos, M.; Abelha, A.; Machado, J.. Intelligence in interoperability with AIDA. 2012.
    10.1007/978-3-642-34624-8_31
  129. 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
  130. 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
  131. 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
  132. 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.
  133. Miranda, M.; Machado, J.; Abelha, A.; Neves, J.. Evolutionary intelligence in agent modeling and interoperability. 2011.
    10.1007/978-3-642-19937-0_33
  134. 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
  135. Peixoto, H.; Machado, J.; Abelha, A.. Interoperability and semantic clinical process. 2010.
  136. 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
  137. Novais, P.; Andrade, F.; Machado, J.; Neves, J.. Agents, trust and contracts. 2010.
    10.4018/978-1-61520-975-0.ch012
  138. 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
  139. Marques, A.; Correia, A.; Cerqueira, L.; Machado, J.; Neves, J.. ARCHETYPE-BASED SEMANTIC INTEROPERABILITY IN HEALTHCARE. 2010.
  140. Machado, J.; Miranda, M.; Goncalves, P.; Abelha, A.; Neves, J.; Marques, A.; Gonçalves, P.. AIDATrace - Interoperation Platform for Active Monitoring in Healthcare Environments. 2010.
  141. 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
  142. Machado, J.; Miranda, M.; Pontes, G.; dos Santos, D.; Santos, M.; Abelha, A.; Neves, J.. Intelligent Agents and Medical Moral Dilemmas. 2009.
  143. 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
  144. 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
  145. 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
  146. 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
  147. Machado, J.; Miranda, M.; Abelha, A.; Neves, J.. Modeling Medical Ethics through Intelligent Agents. 2009.
    10.1007/978-3-642-04280-5_10
  148. 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
  149. 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
  150. 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
  151. 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
  152. 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
  153. 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.
  154. 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
  155. 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
  156. 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
  157. 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
  158. 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
  159. Andrade, F.; Neves, J.; Novais, P.; Machado, J.. Software agents as legal persons. 2004.
    10.1007/1-4020-8139-1_14
  160. 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
Pré-impressão
  1. 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
  2. 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
Tese / Dissertação
  1. Machado, José Manuel. "Agentes inteligentes como objectos dum sistema distribuído de realidade virtual". Doutoramento, 2001. http://hdl.handle.net/1822/30.

Propriedade Intelectual

Patente
  1. Bezerra, Karolina; Machado, José; Carvalho, Vítor; Soares, Filomena; Matos, Demétrio; Ferraz, Ana. 2014. "Sistema de Mistura de Líquidos". Portugal.
    Concedida/Emitida

Outros

Outra produção
  1. 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.
  2. 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
  3. 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.
  4. 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
  5. 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
  6. 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.
  7. 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.
Atividades

Orientação

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

Organização de evento

Nome do evento
Tipo de evento (Tipo de participação) 		Instituição / Organização
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)
Oficina (workshop) (Membro da Comissão Organizadora)
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)
Oficina (workshop) (Membro da Comissão Organizadora)
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)
Conferência (Presidente da Comissão Organizadora)
2017 - 2017 Workshop on Multi-Agent Systems: Theory and Applications (MASTA 2017), Portuguese Conferrence in Artificial Intelligfence, Porto, Portugal, 2017. (Organization). (2017 - 2017)
Oficina (workshop) (Membro da Comissão Organizadora)
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)
Oficina (workshop) (Membro da Comissão Organizadora)
2016 - 2016 Workshop on Applied Computational and Artificial Intelligence, CENTERIS 2016, Oporto, Portugal, 2016 (Organization). (2016 - 2016)
Oficina (workshop) (Membro da Comissão Organizadora)
2016 - 2016 Workshop on Intelligent Systems and Aplications in Healthcare, IEEE international Conference on Business Informatics, Paris, France, 2016 (Organization). (2016 - 2016)
Oficina (workshop) (Membro da Comissão Organizadora)
2011 - 2011 25th European Simulation and Modeling Conference (ESM 2011), Guimarães, Portugal, 2011. (Conference chair) (2011 - 2011)
Conferência (Presidente da Comissão Organizadora)
2007 - 2007 EPIA 2007 – 13th Portuguese Conference on Artificial Intelligence, Guimarães, Portugal, 2007 (program chair) (2007 - 2007)
Conferência (Membro da Comissão Organizadora)
2006 - 2006 EUMAS 2006 – Fourth European Workshop on Multi-Agent Systems, Lisboa, Portugal, 2006 (sponsorship and publicity chair). (2006 - 2006)
Conferência (Membro da Comissão Organizadora)

Arbitragem científica em revista

Nome da revista (ISSN) Editora
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)

Membro de comissão

Descrição da atividade
Tipo de participação 		Instituição / Organização
2021 - Atual 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.
Vogal
 Instituto Politécnico do Cávado e do Ave, Portugal

Outro júri / avaliação

Descrição da atividade Instituição / Organização
2020/05/08 - Atual 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 - Atual Membro do corpo editorial da Applied Sciences, MDPI (JCR 2,217 Q2 SJR 0,38 Q1)
2019 - Atual Membro do corpo editorial da Artificial Intelligence, MDPI
2018 - Atual Membro do corpo editorial da Scalable Information Systems, EAI Transactions
2017 - Atual Membro do corpo editorial do International Journal of Innovation in Enterprise System, Telkom University, Bandung, Indonesia
2015 - Atual Editor adjunto do International Journal of Reliable and Quality E-Healthcare (IJRQEH), IGI Global.
2015 - Atual 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
Distinções

Prémio

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