Maria Goreti Carvalho Marreiros (A412-138E-2389)

Curriculum Vitae

Maria Goreti Carvalho Marreiros

Goreti Marreiros has Habilitation (2020) and PhD in Artificial Intelligence - AI (2008) both from University of Minho, MSc in Information Management (2002) and BSc in Computer Science (1995) both from University of Porto. She is Full Professor in Institute of Engineering at Polytechnic of Porto (ISEP/IPP) and Director of GECAD (Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, UIDP/00760/2020 and UIDB/00760/2020), a R&D unit ranked as Excellent by the Portuguese Science&Technology Foudation (FCT). She is also member of LASI (Associated Laboratory of Intelligent Systems LA/P/0104/2020), the Portuguese AI Associated Lab recognized by FCT. She is the President of the Portuguese Association for Artificial Intelligence (APPIA), member of the General Assembly of the EUROPEAN ASSOCIATION FOR AI (EurAI), IEEE Senior Member and member of the Direction (treasury) of the IEEE in Computational Intelligence Society ¿ Portuguese chapter. She is Vice-Director of the MSc in AI Engineering, and of the new AI PhD Programme; Director of the post-graduation in Big Data & Decision Making, and Member of Scientific Council of ISEP. In the last years she has been responsible for several courses on Planning and Decision Support, Social &Ethical aspects of AI, Applied AI, and responsible for the courses for Preparation and Development of MSc Dissertations. Her R&D is centered in AI. She has around 240 scientific publications (65 in scientific journals; >2200 citations, h-index 23), participated in 66 international (e.g. Horizon Europe, Horizon 2020, FP7, ESPRIT, ITEA, CELTIC) and national (FCT, QREN, P2020) R&D projects, being PrincipaI investigator (PI) or Co-PI in 31 of them. Within the scope of the projects she coordinates or in which she participated, she had a strong connection with international and national companies (more than 100 companies), with technology transfer centers (10 centers). She has partnerships with entities from more than 30 countries. In her research and projects AI is successfully applied to different domains: Tourism (in projects GIGADESSEA, EKRUCAmI, TheRoute, GROUPLANNER, Smartravel, ATT); Industry 4.0 (in projects MANTIS, InVALUE, INVALUE_PT, NIS, PIANISM, Cyberfactory, SECOIIA, produtech_R3); Health Care and Wellbeing (in projects like PHE, AIRDOC, Inno4health, Foodfriend, Secur-e-health, Daisy, Rm4health); Power and Energy Systems (in projects like DREAM-GO, FUSE-IT, M2MGrids, GREEDI, SIMOCE, CENERGETIC); Security (in project SASSI, SAFECARE, SATIE); and Transports (Ferrovia 4.0). Along the years she was event and program chair of 24 international conferences/workshops. She has supervised several PhD and MSc students: 3 Post-Doc; 4 PhD concluded (2 international and 2 national); 7 ongoing PhD thesis supervisions (3 international and 4 national) and 56 concluded MSc thesis. She is advisor of the AIR-Institute in Spain, member of the Working Group on Data Science & Artificial Intelligence of the CARPE Network and acted as a national and international expert for evaluating research projects and PhD scholarships. She participated in 21 Doctoral Academic Exam Juries, in 11 Doctoral pre-thesis juries and act as an external examiner for 6 Doctoral Thesis. Participated in 6 juries for the teaching career, 20 juries for hiring researchers, 7 for assistant researchers and 13 for junior researchers. She is Ambassador for New AI Talents for Calouste Gulbenkian Foundation. Along the years she reviewed papers for more than 35 different journals and was member of more than 200 international conferences scientific program committees, in IJCAI and ECAI she is Senior PC member and/or area chair. She has received 13 awards and/or honors. In their professional activities published with more than 200 co-authors from different countries (e.g. Spain, Canada, Czech Republic, Denmark, Belgium, Philippines, Poland, Italy and South Korea).

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Identification

Personal identification

Full name: Maria Goreti Carvalho Marreiros

Author identifiers

Ciência ID: A412-138E-2389

Email addresses

mgt@isep.ipp.pt (Professional)

Addresses

R. Dr. António Bernardino de Almeida, 431, 4200-072, Porto, porto, Portugal (Professional)

Knowledge fields

Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
Portuguese (Mother tongue)
English	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)
Spanish; Castilian	Upper intermediate (B2)	Upper intermediate (B2)	Intermediate (B1)	Upper intermediate (B2)	Upper intermediate (B2)

Education

	Degree	Classification
2020 Concluded	"n/a" (Título de Agregado) Universidade do Minho, Portugal
2008 Concluded	Informática - Inteligência Artificial (Doutoramento) Universidade do Minho Escola de Engenharia, Portugal " Argumentation and Group Decision Support Agents" (THESIS/DISSERTATION)	Aprovado por unanimidade
2002 Concluded	Gestão de Informação (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal "Group Decision Support System" (THESIS/DISSERTATION)	Muito Bom
1995 Concluded	Matemática Aplicada - Ciência de computadores (Licenciatura) Universidade do Porto Faculdade de Ciências, Portugal "na" (THESIS/DISSERTATION)	12 valores

Affiliation

Science

	Category Host institution	Employer
1999 - Current	Researcher (Research)	Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2024/08 - Current	Main Coordinator Teacher (Polytechnic Teacher)	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/11 - 2024/07	Teacher Coordinator (Polytechnic Teacher)	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2009/06/01 - 2020/11	Adjunct Teacher (Polytechnic Teacher)	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2014/02 - 2017/09	Invited Adjunct Teacher (Polytechnic Teacher)	Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal

2008/12 - 2011/03	Invited Assistant Professor (University Teacher)	Escola Superior de Educação Jean Piaget em Vila Nova de Gaia, Portugal

2007/05 - 2009/07	Invited Assistant (University Teacher)	Escola Superior de Educação Jean Piaget de Macedo de Cavaleiros, Portugal

1997/12/15 - 2009/05/31	Assistant (Polytechnic Teacher)	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Positions / Appointments

	Category Host institution	Employer
2020 - Current	Sub-Director of Mestrado em Engenharia de Inteligência Artificial	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019 - Current	Director of the post-graduation in BigData & Decision Making	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017/07 - Current	Diretor of GECAD - Grupo de investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento	Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
	Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2012 - Current	Member of ISEP Scientific Council	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

2010 - Current	Member of GECAD Administration Board	Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

2008 - Current	Member of GECAD Scientific Council	Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

1999 - Current	Membro do Conselho de Departamento	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

2010 - 2017/06	Sub-Diretor of GECAD - Grupo de investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento	Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
	Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2008/10 - 2011/09	Member of the coordination team of ISEP MSc program in Informatics Engineering	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Others

	Category Host institution	Employer
1995/12 - 1997/11	Analista programadora	Csin – Construção de Software para a Indústria, Portugal

Projects

Contract

	Designation	Funders
2019 - Current	Cyber Factory #1 PT – Desenvolvimento de capacidades para promover a otimização e resiliência das Fábricas do Futuro (ITEA 17032 CyberFactory#1) 040124 Researcher	Agência Nacional de Inovação SA Concluded
2023/10/01 - 2026/09/30	EARS - Environment Adaptive Recommendation System ITEA nr. 21017 Co-Principal Investigator (Co-PI)
2023/01/01 - 2025/12/31	RM4Health - Remote Monitoring in Health and sports ITEA nr. 21022 Co-Principal Investigator (Co-PI)
2022/01/01 - 2025/12/31	Produtech R3 - Recuperação – Resiliência – Reindustrialização C645808870-00000067 Co-Principal Investigator (Co-PI) Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Ongoing
2022/01/01 - 2025/12/31	Agenda Acelerar e Transformar o Turismo 02/C05-i01.02/2022.PC645192610-00000060 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2021/01/01 - 2025/12/31	Laboratório Associado de Sistemas Inteligentes 10.54499/LA/P/0104/2020 Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, 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 Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal Instituto Politécnico do Cávado e do Ave, Portugal Universidade do Porto Faculdade de Engenharia, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2022/11/01 - 2025/10/31	DAISY - Developing AI ecosystems improving diagnosis and care of mental diseases ITEA nr. 21016 Co-Principal Investigator (Co-PI) Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Ongoing
2020/01/01 - 2023/12/31	Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development UIDB/00760/2020 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2020/01/01 - 2023/12/31	Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development UIDP/00760/2020 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2020/11/01 - 2023/10	Inno4health - Stimulate continuous monitoring in personal and physical health 19008 Principal investigator	Eureka Agência Nacional de Inovação SA Ongoing
2020/10/01 - 2023/09/30	Smarthealth NORTE-01-0145-FEDER-000045 \| AAC "APNOR" Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Concluded
2022/01/01 - 2023/06/30	Secur-e-health - Privacy preserving cross-organizational data analysis in the healthcare sector ITEA no 20050 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Concluded
2022/01/01 - 2023/06/30	OMD - Optimal Management of Demand ITEA no 20003 Principal investigator	Concluded
2022/01/01 - 2023/06/30	Smartravel - Smart Travel Digital Ecosystem (CELTIC no CE-2020-2-3 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Concluded
2021/09/01 - 2023/06/30	WAY4SafeRail - WAYside monitoring system FOR SAFE RAIL transportation NORTE-01-0247-FEDER-069595 Researcher	Concluded
2021/01/01 - 2023/06/30	FoodFriend - Autonomous and easy-to-use tool for monitoring of personal food intake and personalised feedback ITEA no 18032 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Concluded
2020/07/01 - 2023/06/30	Ferrovia 4.0 046111 Principal investigator Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Agência Nacional de Inovação SA Concluded
2020/07/01 - 2023/06/30	PLAYOFF - Personalized LAYered multi-source content - Optimized with data Fusion topologies for sports Fans NORTE-01-0247-FEDER-046553 Co-Principal Investigator (Co-PI)	Concluded
2018/07/26 - 2022/07/25	Coordinated energy resource management under uncertainty considering electric vehicles and demand flexibility in distribution networks PTDC/EEI-EEE/28983/2017 Principal investigator Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2018/07 - 2022/07/25	GrouPlanner – Supporting Groups in Travel Planning Considering Social and Cultural Aspects POCI-01-0145-FEDER-29178 PTDC/CCI-INF/29178/2017 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2018/07/01 - 2022/06/30	CENERGETIC - Gestão coordenada dos recursos de energia na presença de incerteza considerando veículos elétricos e flexibilidade da procura de energia em redes de distribuição PTDC/EEI-EEE/28983/2017 Co-Principal Investigator (Co-PI)	Fundação para a Ciência e a Tecnologia
2019/07 - 2022/06	Pianism - Manutenção preditiva e prescritiva para fábricas inteligentes ANI\|P2020 projeto nº 040125 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Agência Nacional de Inovação SA Concluded
2019/07 - 2022/06	DISRUPTIVE: Dynamisation of Digital Innovation Hubs in the Spanish-Portuguese region, as part of the PocTep cooperative programme for the promotion of disruptive and state-of-the-art ICTs in the cross-border region. 0677_DISRUPTIVE_2_E Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Interreg Europe Concluded
2018/12 - 2022/06	Pianism – Predictive and Prescriptive Automation in Smart Manufacturing projeto ITEA3 no 17008 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Eureka Concluded
2019 - 2022	SATIE - Security of Air Transport Infrastructures 832969 Researcher	Horizon 2020 Concluded
2017 - 2022	LAPASSION – Latin-America Practices and Soft Skills for an Innovation Oriented Network 585687-EPP-1-2017-1-PT-EPPKA2-CBHE-JP Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	European Commission Concluded
2018/09 - 2021/10	AIRDOC - Aplicação móvel Inteligente para suporte individualizado e monitorização da função e sons Respiratórios de Doentes Obstrutivos Crónicos NORTE-01-0247-FEDER-033275 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Agência Nacional de Inovação SA Concluded
2018/01/01 - 2021	Personal Health Empowerment - Empowering people to monitor and improve their health using personal data and digital coaching 16040 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Eureka Concluded
2018 - 2021	SAFECARE - SAFEguard of Critical health infrastructure 787002 Researcher	Horizon 2020 Concluded
2017/02/01 - 2020/01/31	NIS - Nucleo de Inovação Sistrade ANI\|P2020 projecto nr .21958 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Agência Nacional de Inovação SA Concluded
2017/11/01 - 2020	WBL_SP! - From birth to adult age – a WBL successful Practice! PT01-KA202-03590 Principal investigator Instituto Politécnico do Porto, Portugal	Concluded
2019/01/01 - 2019/12/31	Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development UID/EEA/00760/2019 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2017/01 - 2019/06	TheRoute – Tourism and Heritage Routes including Ambient Intelligence with Visitants’ Profile Adaptation and Context Awareness SAICT/23447 SAICT-POL/23447/2016 Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal Instituto Politécnico do Porto, Portugal Instituto Politécnico de Viana do Castelo, Portugal Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2016/06/01 - 2019/05/31	SASSI – sistema de apoio à decisão de segurança em sistemas informáticos ANI\|P2020 projeto n.º 017775 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Agência Nacional de Inovação SA Concluded
2016 - 2019	GREEDi - Intelligent and Safe Platform for Management of Energy Resources in Large Buildings 17822 Researcher	Agência Nacional de Inovação SA Concluded
2015 - 2019	DREAM-GO - Enabling Demand Response for short and real-time Efficient And Market based smart Grid Operation – An intelligent and real-time simulation approach 641794 Researcher	Horizon 2020 Concluded
2015/01/01 - 2018/12/31	Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development UID/EEA/00760/2013 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2016/07 - 2018/12	INVALUE – Plataforma de Serviços de Ecoeficiência e Manutenção Preventiva Industrial ANI\|P2020 project nº 017990 ANI\|P2020 project nº 017990 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Agência Nacional de Inovação SA Concluded
2015/05/01 - 2018/04/30	MANTIS - Cyber Physical System Based Proactive Collaborative Maintenance ECSEL JU Grant nr. 662189 ECSEL/0004/2014 Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal	Horizon 2020 Fundação para a Ciência e a Tecnologia Concluded
2016 - 2018	SIMOCE - Intelligent energy consumption monitoring and optimization 17690 Researcher	Agência Nacional de Inovação SA Concluded
2014 - 2018	M2MGrids - M2M Internet for dynamic M2M Information Business ecosystem 13011 Researcher	Eureka Concluded
2014/07/01 - 2017/12/31	InValue – Industrial Enterprise Asset Value Enablers ITEA2 no. 13015 Principal investigator	Eureka Concluded
2014/10 - 2017/12	FUSE-IT – Facility Using smart Secured Energy & Information Technology ITEa2nr. 13023 Researcher	Eureka Concluded
2013/01 - 2016/12	EKRUCAMI - Europe-Korea Research on Ubiquitous Computing and Ambient Intelligence PIRSES-GA-2012-318878 Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	EU Framework Programme for Research and Innovation Marie Sklodowska-Curie Actions
2015/06 - 2016/05	NORTEXCEL2020 – Creating a Centre of Excellence on Medical Devices in the Norte Region to boost RDI excellence 664407 Research Fellow Instituto Politécnico do Porto, Portugal	European Commission Concluded
2011/01/01 - 2013/12/31	Projecto Estratégico - UI 760 - 2011-2012 PEst-OE/EEI/UI0760/2011 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2010/04 - 2013/06	GIGADESSEA - Group Idea Generation, Argumentation, and Decision Support considering Social and Emotional Aspects Provided by PTCRIS: 108524 PTDC/EGE-GES/108524/2008 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal	Fundação para a Ciência e a Tecnologia, I.P. Fundação para a Ciência e a Tecnologia Concluded
2012/01/01 - 2012/06/30	CIPCA - Cooperação Internacional em Projectos de Computação Afectiva ON2 Principal investigator Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Agência Nacional de Inovação SA Concluded
2008/09/01 - 2012/02/29	TIARAC: Telematics and Artificial Intelligence in Alternative Conflict Resolution PTDC/JUR/71354/2006 Provided by PTCRIS: 71354 Researcher Universidade do Minho Centro ALGORITMI, Portugal Universidade do Minho, Portugal	Fundação para a Ciência e a Tecnologia Fundação para a Ciência e a Tecnologia, I.P. Concluded
2005/02/01 - 2008/01/31	ArgEmotionAgents - Argumentative Agents with Emotional Behaviour Modelling for Participants´ Support in Group Decision-Making Meetings POSC/EIA/56259/2004 Provided by PTCRIS: 56259 Researcher Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal Universidade do Minho, Portugal Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Fundação para a Ciência e a Tecnologia Fundação para a Ciência e a Tecnologia, I.P. Concluded
2002/01 - 2004/12	SCALINTEL – Decision Support Systems for Scheduling with Scalable Intelligence POCTI/EME/37525/2001 Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Fundação para a Ciência e a Tecnologia Concluded
1999 - 2002	SAADESI – Sistema Avançado de Apoio à Decisão para a Evolução de Sistemas Industriais PRAXIS/P/EEI/10143/1998 Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	Fundação para a Ciência e a Tecnologia Concluded
1998 - 2002	AgentLink – Network of Excellence on Agent-Based Computing 27225 27225 Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal	European Commission Concluded
1996 - 1997	PRODNET II – Production Planning and Management in an Extended Enterprise 22647 Researcher	European Commission Concluded

Outputs

Publications

Book	Meira, J.; Andrade, R.; Praça, I.; Carneiro, J.; Marreiros, G.. Comparative results with unsupervised techniques in cyber attack novelty detection. 2019. 10.1007/978-3-030-01746-0_12 Ramos, C.; Marreiros, G.; Martins, C.; Faria, L.; Conceição, L.; Santos, J.; Ferreira, L.; Mesquita, R.; Lima, L.S.. A context-awareness approach to tourism and heritage routes generation. 2019. 10.1007/978-3-030-01746-0_2 Mota, D.; Martins, C.; Carneiro, J.; Martinho, D.; Conceição, L.; Almeida, A.; Praça, I.; Marreiros, G.. A MAS Architecture for a Project Scheduling Problem with Operation Dependant Setup Times. 2019. 10.1007/978-3-319-94120-2_17 Carneiro, J.; Conceição, L.; Martinho, D.; Marreiros, G.; Novais, P.. A framework for group decision-making: Including cognitive and affective aspects in a MCDA method for alternatives rejection. 2019. 10.1007/978-3-319-94649-8_32 Martinho, D.; Carneiro, J.; Marreiros, G.; Novais, P.. Defining an architecture for a ubiquitous group decision support system. 2017. 10.1007/978-3-319-61118-1_30 Canito, A.; Fernandes, M.; Conceição, L.; Praça, I.; Santos, M.; Rato, R.; Cardeal, G.; Leiras, F.; Marreiros, G.. An architecture for proactive maintenance in the machinery industry. 2017. 10.1007/978-3-319-61118-1_31 Conceição, L.; Carneiro, J.; Marreiros, G.; Novais, P.. A SOA web-based group decision support system considering affective aspects. 2017. 10.1007/978-3-319-65340-2_6 Carneiro, J.; Santos, R.; Marreiros, G.; Novais, P.. Evaluating the perception of the decision quality in web-based group decision support systems: A theory of satisfaction. 2017. 10.1007/978-3-319-60285-1_24 Ramos, C.; Martinho, D.; Marreiros, G.; Villarrubia, G.; De Paz, J.F.; Corchado, J.M.; Ko, H.; Kim, H.-K.; Yoe, H.. Ekrucami architecture-applications in healthcare domain. 2017. 10.3233/978-1-61499-804-4-140 Maia, N.; Mariano, M.; Marreiros, G.; Vicente, H.; Neves, J.. Efficacy and Planning in Ophthalmic Surgery – A Vision of Logical Programming. 2017. 10.1007/978-3-319-67074-4_54 Silva, F.; Teixeira, B.; Pinto, T.; Praça, I.; Marreiros, G.; Vale, Z.. Decision support system for the negotiation of bilateral contracts in electricity markets. 2017. 10.1007/978-3-319-61118-1_20 Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. Including credibility and expertise in group decision-making process: An approach designed for UbiGDSS. 2017. 10.1007/978-3-319-56538-5_42 Estrela, D.; Batista, S.; Martinho, D.; Marreiros, G.. A recommendation system for online courses. 2017. 10.1007/978-3-319-56535-4_20 De Paz, J.F.; Julián, V.; Villarrubia, G.; Marreiros, G.; Novais, P.. Preface. 2017. Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. Introducing dynamic argumentation to UbiGDSS. 2016. 10.1007/978-3-319-40162-1_51 Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. The effect of decision satisfaction prediction in argumentation-based negotiation. 2016. 10.1007/978-3-319-39387-2_22 Fernandes, A.; Vicente, H.; Figueiredo, M.; Maia, N.; Marreiros, G.; Neves, M.; Neves, J.. A case-base approach to workforces’ satisfaction assessment. 2016. 10.1007/978-3-319-49944-4_15 Carneiro, J.; Marreiros, G.; Novais, P.. An approach for a negotiation model inspired on social networks. 2015. 10.1007/978-3-319-19033-4_36 Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. Defining agents’ behaviour for negotiation contexts. 2015. 10.1007/978-3-319-23485-4_1 Diz, J.; Marreiros, G.; Freitas, A.. Using data mining techniques to support breast cancer diagnosis. 2015. 10.1007/978-3-319-16486-1_68 Silva, C.; Marreiros, G.; Silva, N.. Development of an ontology for supporting diagnosis in psychiatry. 2014. 10.1007/978-3-319-07593-8_40 Carneiro, J.; Santos, R.; Marreiros, G.; Novais, P.. Understanding decision quality through satisfaction. 2014. 10.1007/978-3-319-07767-3_33 Fernandes, J.; Laranjeira, J.; Novais, P.; Marreiros, G.; Neves, J.. A context aware architecture to support people with partial visual impairments. 2013. 10.1007/978-3-319-00551-5_41 Rebelo, A.; Catalão, F.; Alves, J.; Marreiros, G.; Analide, C.; Novais, P.; Neves, J.. Simulating a team behaviour of affective agents using Robocode. 2013. 10.1007/978-3-319-00551-5_10 Laranjeira, J.; Marreiros, G.; Carneiro, J.; Novais, P.. An emotional aware architecture to support facilitator in group idea generation process. 2013. 10.1007/978-3-319-00551-5_37 Teixeira, J.; Lima, C.; Figueiredo, L.; Marreiros, G.; Costa, R.. An Intelligent System to Setup Meetings, Capture, Organize and Record Information in Smart Offices. 2013. 10.1007/978-3-319-00566-9_30 Carneiro, J.; Laranjeira, J.; Marreiros, G.; Novais, P.. Analysing participants' performance in idea generation meeting considering emotional context-aware. 2012. 10.1007/978-3-642-28783-1_13 Choi, M.; Marreiros, G.; Hwang, M.; Vale, Z.; Ko, H.. Secure contents design and implement of smart home management system in OISCS. 2012. 10.1007/978-3-642-35585-1_31 Ko, H.; Marreiros, G.; Vale, Z.; Choi, J.. A study on context services model with location privacy. 2011. 10.1007/978-3-642-23300-5_25 Laranjeira, J.; Freitas, C.; Marreiros, G.; Ramos, C.; Carneiro, J.. A digital secretary for smart offices setup up. 2011. 10.1007/978-3-642-19937-0_9 Loureiro, D.; Marreiros, G.; Neves, J.. Sentiment analysis of news titles: The role of entities and a new affective lexicon. 2011. 10.1007/978-3-642-24769-9_1 Marreiros, G.; Santos, R.; Ramos, C.. GLSS - group learning in shared spaces considering aspects like emotion and personality. 2010. Santos, R.; Marreiros, G.; Ramos, C.; Neves, J.; Bulas-Cruz, J.. Using personality types to support argumentation. 2010. 10.1007/978-3-642-12805-9_17 Ko, H.; Chen, N.; Marreiros, G.; Ramos, C.. Safety high accuracy context-aware matrix (CAM) making based on X.509 proxy certificate. 2009. 10.1007/978-3-642-02617-1_85 Vinagre, E.; Marreiros, G.; Ramos, C.; Figueiredo, L.. An emotional and context-aware model for adapting RSS news to users and groups. 2009. 10.1007/978-3-642-04686-5_16 Costa, R.; Novais, P.; Neves, J.; Marreiros, G.; Ramos, C.. VirtualECare: Group decision supported by idea generation and argumentation. 2008. 10.1007/978-0-387-84837-2_30 Almeida, A.; Marreiros, G.; Martins, C.. Collaboration and adaptation in scheduling. 2007. 10.1007/978-0-387-73798-0_66 Almeida, A.; Marreiros, G.. Toward collaborative scheduling. 2006. 10.1007/978-0-387-36594-7_6 Marreiros, G.; Ramos, C.; Neves, J.. Dealing with emotional factors in agent based ubiquitous group decision. 2005. 10.1007/11596042_5
Book chapter	Vicente, Henrique; Portela, Manuel; Ávidos, Liliana; Neves, João; Marreiros, Goreti; Neves, José. "Assessing the Impact of Psychosocial Factors on the Behavior of Diabetic Patients with Neuropathy". In Lecture Notes in Networks and Systems, 439-453. Springer Nature Singapore, 2024. 10.1007/978-981-97-0744-7_36 Diogo Martinho; Vítor Crista; Andreia Pinto; José Diniz; Alberto Freitas; João Carneiro; Goreti Marreiros. "An Architecture for a Coaching System to Support Type 2 Diabetic Patients". 2023. 10.1007/978-3-031-22356-3_16 Rita Rb-Silva; Xavier Ribeiro; Francisca Almeida; Carolina Ameijeiras-Rodriguez; Julio Souza; Luis Conceição; Tiago Taveira-Gomes; Goreti Marreiros; Alberto Freitas. "Secur-e-Health Project: Towards Federated Learning for Smart Pediatric Care". 2023. 10.3233/SHTI230196 Marta Fernandes; Alda Canito; Daniel Mota; Juan Manuel Corchado; Goreti Marreiros. "Service-Oriented Architecture for Data-Driven Fault Detection". 2022. 10.1007/978-3-030-86261-9_18 Afonso Lourenço; Marta Fernandes; Alda Canito; Ana Almeida; Goreti Marreiros. "Using an Explainable Machine Learning Approach to Minimize Opportunistic Maintenance Interventions". 2022. 10.1007/978-3-031-18697-4_4 Ana Vieira; Luís Conceição; Luiz Faria; Paulo Novais; Goreti Marreiros. "Implementation of a FHIR Specification for the Interoperability of a Remote Monitoring Platform of Patients with Vascular Diseases". 2022. 10.1007/978-3-031-18697-4_20 Alda Canito; Armando Nobre; José Neves; Juan Corchado; Goreti Marreiros. "Applying Time-Constraints Using Ontologies to Sensor Data for Predictive Maintenance". 2022. 10.1007/978-3-031-04819-7_38 Vítor Crista; Diogo Martinho; Jorge Meira; João Carneiro; Juan Corchado; Goreti Marreiros. "A Hybrid Model to Classify Physical Activity Profiles". 2022. 10.1007/978-3-031-18697-4_22 Filipe Fernandes; Almeida Dias; Isabel Araújo; Goreti Marreiros; Joana Machado; Hossam Dawa; Henrique Vicente; José Neves. "Effective Communication in Transition Care During Shift Change". 2022. 10.1007/978-3-031-16474-3_33 Bruno Teixeira; Diogo Martinho; Paulo Novais; Juan Corchado; Goreti Marreiros. "Diabetic-Friendly Multi-agent Recommendation System for Restaurants Based on Social Media Sentiment Analysis and Multi-criteria Decision Making". 2022. 10.1007/978-3-031-16474-3_30 Patrícia Alves; Domingos Gomes; Catarina Rodrigues; João Carneiro; Paulo Novais; Goreti Marreiros. "Grouplanner: A Group Recommender System for Tourism with Multi-agent MicroServices". 2022. 10.1007/978-3-031-18192-4_37 Luís Conceição; João Carneiro; Goreti Marreiros; Paulo Novais. "Applying Machine Learning Classifiers in Argumentation Context". 2021. 10.1007/978-3-030-53036-5_34 Ricardo Pinto; Luís Conceição; Goreti Marreiros. "Algorithms for Context-Awareness Route Generation". 2021. 10.1007/978-3-030-58356-9_10 Alda Canito; Daniel Mota; Goreti Marreiros; Juan M. Corchado; Constantino Martins. "Contextual Adaptative Interfaces for Industry 4.0". 149-157. Springer International Publishing, 2021. 10.1007/978-3-030-53829-3_14 Alda Canito; Juan Corchado; Goreti Marreiros. "Bridging the Gap Between Domain Ontologies for Predictive Maintenance with Machine Learning". 2021. 10.1007/978-3-030-72651-5_51 Diogo Martinho; João Carneiro; José Neves; Paulo Novais; Juan Corchado; Goreti Marreiros. "A Reinforcement Learning Approach to Improve User Achievement of Health-Related Goals". 2021. 10.1007/978-3-030-86230-5_21 Ana Vieira; João Carneiro; Luís Conceição; Constantino Martins; Julio Souza; Alberto Freitas; Goreti Marreiros. "Defining an Architecture for a Remote Monitoring Platform to Support the Self-management of Vascular Diseases". 2021. 10.1007/978-3-030-85710-3_14 Gabriel Santos; Alda Canito; Rui Carvalho; Tiago Pinto; Zita Vale; Goreti Marreiros; Juan M. Corchado. "Semantic Services Catalog for Multiagent Systems Society". 2021. 10.1007/978-3-030-85739-4_19 João Carneiro; Jorge Meira; Paulo Novais; Goreti Marreiros. "Using Machine Learning to Predict the Users Ratings on TripAdvisor Based on Their Reviews". 2021. 10.1007/978-3-030-85710-3_11 Marta Fernandes; Alda Canito; Juan Manuel Corchado; Goreti Marreiros. "Fault Detection Mechanism of a Predictive Maintenance System Based on Autoregressive Integrated Moving Average Models". 2020. 10.1007/978-3-030-23887-2_20 João Carneiro; Patrícia Alves; Goreti Marreiros; Paulo Novais. "A Conceptual Group Decision Support System for Current Times: Dispersed Group Decision-Making". 2020. 10.1007/978-3-030-23887-2_18 Diogo Martinho; Ana Vieira; João Carneiro; Constantino Martins; Ana Almeida; Goreti Marreiros. "A Definition of a Coaching Plan to Guide Patients with Chronic Obstructive Respiratory Diseases". 2020. 10.1007/978-3-030-45697-9_6 Almeida Dias; António Capita; Mariana Neves; Goreti Marreiros; Jorge Ribeiro; Henrique Vicente; José Neves. "Full Informed Digital Transformation Simpler, Maybe Better". 2020. 10.1007/978-3-030-66187-8_29 Diogo Martinho; João Carneiro; Paulo Novais; José Neves; Juan Corchado; Goreti Marreiros. "A Conceptual Approach to Enhance the Well-Being of Elderly People". 50-61. Springer International Publishing, 2019. 10.1007/978-3-030-30244-3_5 João Carneiro; Patrícia Alves; Goreti Marreiros; Paulo Novais. "A Multi-agent System Framework for Dialogue Games in the Group Decision-Making Context". 437-447. Springer International Publishing, 2019. 10.1007/978-3-030-16181-1_41 Patrícia Alves; João Carneiro; Goreti Marreiros; Paulo Novais. "Modeling a Mobile Group Recommender System for Tourism with Intelligent Agents and Gamification". 2019. 10.1007/978-3-030-29859-3_49 José Neves; Nuno Maia; Goreti Marreiros; Mariana Neves; Ana Fernandes; Jorge Ribeiro; Isabel Araújo; et al. "Entropy and Organizational Performance". 2019. 10.1007/978-3-030-29859-3_18 Alda Canito; Goreti Marreiros; Juan Manuel Corchado. "Automatic Document Annotation with Data Mining Algorithms". 68-76. Springer International Publishing, 2019. 10.1007/978-3-030-16181-1_7 Alda Canito; Marta Fernandes; Luís Conceição; Isabel Praça; Goreti Marreiros. "A Big Data Platform for Industrial Enterprise Asset Value Enablers". 145-154. Springer International Publishing, 2019. 10.1007/978-3-319-94649-8_18 Matos, Paulo; Rocha, João; Gonçalves, Ramiro; Santos, Filipe; Marreiros, Goreti; Mota, Daniel; Fonseca, Nuno; Martins, Constantino. "Smartphone Recommendation System to Prevent Potential Injuries in Young Athletes". In XV Mediterranean Conference on Medical and Biological Engineering and Computing ¿ MEDICON 2019, 1411-1415. Springer International Publishing, 2019. Published • 10.1007/978-3-030-31635-8_173 Diogo Martinho; João Carneiro; Asif Mohammed; Ana Vieira; Isabel Praça; Goreti Marreiros. "Defining a Collaborative Platform to Report Machine State". 267-279. Springer International Publishing, 2018. 10.1007/978-3-319-77712-2_26 Marta Fernandes; Alda Canito; Verónica Bolón; Luís Conceição; Isabel Praça; Goreti Marreiros. "Predictive Maintenance in the Metallurgical Industry: Data Analysis and Feature Selection". 478-489. Springer International Publishing, 2018. 10.1007/978-3-319-77703-0_47 Martinho, Diogo; Carneiro, Joao; Marreiros, Goreti; Novais, Paulo; Preuveneers, D. "Dealing with Agents' Behaviour in the Decision-Making Process". 4-14. 2015. 10.3233/978-1-61499-530-2-4 Ramos, Carlos; Marreiros, Goreti; Santos, Ricardo. "A Survey on the use of Emotions, Mood, and Personality in Ambient Intelligence and Smart Environments". In Handbook of Research on Ambient Intelligence and Smart Environments, 88-107. IGI Global, 2011. 10.4018/978-1-61692-857-5.ch006 Marreiros, Goreti; Santos, Ricardo; Ramos, Carlos. "GIGADESSEA ¿ Group Idea Generation, Argumentation, and Decision Support considering Social and Emotional Aspects". In Computational Intelligence for Engineering Systems, 147-155. Springer Netherlands, 2011. 10.1007/978-94-007-0093-2_10 Ramos, Carlos; Marreiros, Goreti; Santos, Ricardo; Freitas, Carlos Filipe. "Smart Offices and Intelligent Decision Rooms". In Handbook of Ambient Intelligence and Smart Environments, 851-880. Springer US, 2010. 10.1007/978-0-387-93808-0_32 Santos, Ricardo; Marreiros, Goreti; Ramos, Carlos; Neves, José; Bulas-Cruz, José. "Ambient Intelligence in Group Decision Making: A Look to the Future". In New trends in Artificial Intelligence, 342-354. 2007. Santos, Ricardo; Marreiros, Goreti; Ramos, Carlos; Neves, José; Bulas-Cruz, José. "Ubiquitous Group Decision Considering Mixed Initiative Argumentation". In Cognitive, Emotive and Ethical Aspects of Decision-Making in Humans and in AI, 7-14. The International Institute for advanced Studies in Systems Research and Cybernetic, 2007. Ramos, Carlos; Marreiros, Goreti; Sousa, Paulo; Marinho, José; Santos, Ricardo; Neves, José; Abelha, António; Machado, José. "AMBITION: Ambient Intelligence with Emotional Behaviour". In Knowledge and Decision Technologies, 337-344. 2006. Marreiros, Goreti; Ramos, Carlos; Neves, José. "An Emotional Agent Based Simulator For Group Decision Making". In Knowledge and Decision Technologies, 143-149. 2006. Marreiros, Goreti; Novais, Paulo; Machado, José; Ramos, Carlos; Neves, José. "A Formal Approach To Argumentation In Group Decision Scenarios". In Knowledge and Decision Technologies, 135-141. 2006. Marreiros, Goreti; Ramos, Carlos; Neves, José. "Emotion and Group Decision Making in Artificial Intelligence". In Cognitive, Emotive and Ethical Aspects of Decision-Making in Humans and in AI - vol IV, 41-46. The International Institute for advanced Studies in Systems Research and Cybernetics, 2005.
Conference paper	Patrícia Alves; André Martins; Paulo Novais; Goreti Marreiros. "Improving Group Recommendations using Personality, Dynamic Clustering and Multi-Agent MicroServices". 2023. 10.1145/3604915.3610653 Vale, Cecília; Ribeiro, Diogo; Mosleh, A.; Montenegro, P. A.; Meixedo, Andreia; Marreiros, Goreti; Meira, Jorge; et al. Corresponding author: Vale, Cecília. "WAYSIDE MONITORING SYSTEM FOR SAFE RAIL TRANSPORTATION - THE WAY4SAFERAIL PROJECT '' Abstract accepted ''". Paper presented in conference on railway excellence (CORE), Melbourne, 2023. Accepted Vale, Cecília; Ribeiro, Diogo; Mosleh, A.; Montenegro, P. A.; Meixedo, Andreia; Marreiros, Goreti; Meira, Jorge; et al. Corresponding author: Vale, Cecília. "WAYSIDE MONITORING SYSTEM FOR SAFE RAIL TRANSPORTATION ¿ THE WAY4SAFERAIL PROJECT". Paper presented in Conference on Railway Excellence, CORE2023., Melbourne, 2023. Accepted Afonso Lourenço; Jorge Meira; Goreti Marreiros. "Online adaptive learning for out-of-round railway wheels detection". 2023. 10.1145/3555776.3577860 Martinho, Diogo; Crista, Vítor; Karakaya, Ziya; Gamechi, Zahra; Freitas, Alberto; Neves, José; Novais, Paulo; Marreiros, Goreti. "Design and Development of Ontology for AI-Based Software Systems to Manage the Food Intake and Energy Consumption of Obesity, Diabetes and Tube Feeding Patients". Paper presented in EPIA 2023, 2023. 10.1007/978-3-031-49008-8_3 Vale, Cecília; Ribeiro, Diogo; Mosleh, A.; Montenegro, P. A.; Silva, Ruben; Guedes, António; Mohammadi, Mohammadreza; et al. Corresponding author: Vale, Cecília. "Simulation of wheel defects and train unbalanced loads for smart detection based on wayside monitoring systems". Paper presented in XLIII CILAMCE 2022, Foz do Iguaçu, 2022. Published Pinto, Andreia; Viana, João; Martinho, Diogo; Crista, Vítor; Diniz, José; Reis, Joana; Matos, João; et al. "Improving the lifestyle behavior of type 2 diabetes mellitus patients using a mobile application". Paper presented in 27th IEEE Symposium on Computers and Communications (ISCC 2022), Rhodes Island, 2022. Javier Parra Domínguez; Carlos Ramos; Goreti Marreiros. "Prefacie". 2022. 10.14201/0AQ0315910 Alves, Patrícia; Saraiva, Pedro; Carneiro, João; Campos, Pedro; Martins, Helena; Novais, Paulo; Marreiros, Goreti. "Modeling Tourists' Personality in Recommender Systems". Paper presented in Conference on User Modeling, Adaptation and Personalization, Génova, 2020. Published • 10.1145/3340631.3394843 Faria, Luiz; Tanzin Hoque, Tania; Mesquita, Rodrigo; Conceição, Luis; Armada, Daniela; Lambert, Fatima; Marreiros, Goreti; Martins, Constantino; Ramos, Carlos. "ThTheroute Platform: Customized Tourist Routes in the North Region of Portugal". Paper presented in 2nd International Conference on Tourism Research, 2019. Published Canito, Alda; Santos, Gabriel; Corchado, Juan M.; Marreiros, Goreti; Vale, Zita. "Semantic Web Services for Multi-Agent Systems Interoperability". Paper presented in EPIA 2019 ¿ EPIA Conference on Artificial Intelligence, 2019. 10.1007/978-3-030-30244-3_50 Jozi, A.; Pinto, T.; Marreiros, G.; Vale, Z.; Jozi, Aria; Pinto, Tiago; Marreiros, Goreti; Vale, Zita. "Electricity consumption forecasting in office buildings: An artificial intelligence approach". 2019. 10.1109/PTC.2019.8810503 Tanzin Hoque, Tania; Ferreira, Luis; Faria, Luiz; Martins, Constantino; Mesquita, Rodrigo; Conceicao, Luis; Marreiros, Goreti; Ramos, Carlos. "Tourism and Heritage Routes Including Visitants Profile Adaptation and Context Awareness". 2018. 10.1109/csci46756.2018.00185 Conceição, L.; Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "Generation of intelligent reports for ubiquitous group decision support systems". 2017. 10.1109/GIIS.2016.7814948 Ferreira, L.L.; Albano, M.; Silva, J.; Martinho, D.; Marreiros, G.; Di Orio, G.; Malo, P.; Ferreira, H.. "A pilot for proactive maintenance in industry 4.0". 2017. 10.1109/WFCS.2017.7991952 Carneiro, João; CONCEIÇÃO, LUÍS; Marreiros, Goreti; Novais, Paulo. "Intelligent reports for group decision support systems". Paper presented in Intelligent Environments, 2016. 10.3233/978-1-61499-690-3-4 Oliveira, T.; Leite, D.; Marreiros, G.. "PersonalFit - Fitness App with intelligent plan generator". 2016. 10.1145/2948992.2949014 Carneiro, João; Martinho, Diogo; Marreiros, Goreti; Novais, Paulo. "Individual Definition of Multi-Criteria Problems in Ubiquitous GDSS". Paper presented in Ubiquitous Computing and Multimedia Applications, 2015. Published • 10.14257/astl.2015.97.17 Carneiro, João; Santos, Ricardo; Marreiros, Goreti; Novais, Paulo. "Overcoming the Lack of Human-Interaction in Ubiquitous Group Decision Support Systems". Paper presented in International Conference on Software Technology, Yeosu-si, 2014. Published • 10.14257/astl.2014.49.24 Choi, Minkyu; Marreiros, Goreti; Vale, Zita; Ramos, Carlos; KO, HOON. "The Integration of Cross Crypto Scheme Cipher for Securing SCADA Component Communication". Paper presented in The 1st International Conference on Advanced Information Technology and Sensor Application, Daejeon, 2012. Published Choi, Minkyu; Vale, Zita; Ramos, Carlos; KO, HOON; Marreiros, Goreti. "Securing SCADA Component Communication with the Utilization of Different Encryption Schemes". Paper presented in The 1st International Conference on Advanced Information Technology and Sensor Application, Daejeon, 2012. Published Laranjeira, J.; Marreiros, G.; Freitas, C.; Santos, R.; Carneiro, J.; Ramos, C.. "A proposed model to include social and emotional context in a Group Idea Generation Support System". 2011. 10.1109/PASSAT/SocialCom.2011.181 Ko, H.; Marreiros, G.; An, K.-J.; Vale, Z.; Kim, T.-H.; Choi, J.-M.. "Contexts-management strategy in considering the security in urban computing based on urban design". 2011. 10.1109/IMIS.2011.56 Laranjeira, João; Carneiro, João; Marreiros, Goreti; Santos, Ricardo; Ramos, Carlos. "An Agent Based Recommendation System for Tourism;". Paper presented in Workshop on Intelligent Agents and Technologies for e-Business, European Conference on Artificial Intelligence ¿ ECAI¿2010, 2010. Vinagre, Eugénia; Marreiros, Goreti; Ramos, Carlos; Figueiredo, Lino. "Adapting Information Displays Contents in Smart Spaces according User Emotions and Personality". Paper presented in 5th International Conference on Intelligent Environments, 2009. Ko, Hoon; Freitas, Carlos; Marreiros, Goreti; Ramos, Carlos. "A Study on the Authentication Method for TAmI in Ambient Intelligence (Secure Group Decision Making Toolkit)". Paper presented in IEEE Third International Conference on Convergence and Hybrid Information Technology, 2008. 10.1109/iccit.2008.100 Santos, Ricardo; Marreiros, Goreti; Ramos, Carlos; Bulas-Cruz, José. "Argumentative Agents for Ambient Intelligence Ubiquitous Environments". Paper presented in 18th European Conference on Artificial Intelligence, 2008. Almeida, A.; Marreiros, G.. "A collaborative framework to support scheduling decisions". 2007. 10.1109/INDIN.2006.275730 Freitas, C.; Marreiros, G.; Ramos, C.. "Igtai - an idea generation tool for ambient intelligence". 2007. 10.1049/cp:20070397 Almeida, A.; Martins, C.; Marreiros, G.. "Scheduling through group decision support with adaptive hypermedia". 2007. 10.1109/SCIS.2007.367677 Marreiros, G.; Novais, P.; MacHado, J.; Ramos, C.; Neves, J.. "Modelling group decision simulation through argumentation". 2007. Freitas, Carlos; Marreiros, Goreti; Santos, Ricardo; Ramos, Carlos. "Hardware and Software in Smart Decision Rooms". Paper presented in Workshop on Ambient Intelligence Technologies and Applications -EPIA 2007 ¿ 13th Portuguese Conference on Artificial Intelligence, 2007. Published Marreiros, Goreti; Santos, Ricardo; Ramos, Carlos; Neves, José; Novais, Paulo; Machado, José; Bulas-Cruz, José. "Ambient Intelligence in Emotion Based Ubiquitous Decision Making". Paper presented in Twentieth International Joint Conference on Artificial Intelligence ¿ IJCAI¿2007, 2007. Marreiros, G.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.. "Emotions on agent based simulators for group formation". 2006. Marreiros, Goreti; Ramos, Carlos; Neves, José. "Simulation of Group Decision Making through Emotive Agents". Paper presented in 18th International Conference on Systems Research, Informatics and Cybernetics - Special Focus Symposium on Cognitive, Emotive and Ethical Aspects of Decision-Making in Humans and in AI, 2006. Marreiros, Goreti; Ramos, Carlos; Neves, José. "Multi-Agent Approach to Group Decision Making through Persuasive Argumentation". Paper presented in 6th International Conference on Argumentation, 2006. Almeida, A.; Marreiros, G.. "An approach to collaborative scheduling through group decision support". 2005. 10.1109/INES.2005.1555147 Marreiros, Goreti; Ramos, Carlos; Neves, José. "Defining a model for Agent-based Participant Support in Group Decision Meetings". Paper presented in International Conference on Knowledge Engineering and Decision Support - ICKEDS´04, 2004. Marreiros, Goreti; Pinho de Sousa, Jorge; Ramos, Carlos. "WebMeeting ¿ A Group Decision Support System for Multi-Criteria Decision problems". Paper presented in International Conference on Knowledge Engineering and Decision Support - ICKEDS´04, 2004. Marreiros, Goreti; Sousa, Jorge; Ramos, Carlos. "Um Sistema de Apoio à Tomada de Decisão em Grupo". Paper presented in 10º Congresso da Associação Portuguesa para o Desenvolvimento da Investigação Operacional, 2002.
Journal article	Lourenço, Afonso; Ribeiro, Diogo; Fernandes, Marta; Marreiros, Goreti. "Time series data mining for railway wheel and track monitoring: a survey". Neural Computing and Applications (2024): http://dx.doi.org/10.1007/s00521-024-10138-w. 10.1007/s00521-024-10138-w Lourenço, Afonso; Ferraz, Carolina; Ribeiro, Diogo; Mosleh, Araliya; Montenegro, Pedro; Vale, Cecília; Meixedo, Andreia; Marreiros, Goreti. "Adaptive time series representation for out-of-round railway wheels fault diagnosis in wayside monitoring". Engineering Failure Analysis 152 (2023): 107433. http://dx.doi.org/10.1016/j.engfailanal.2023.107433. 10.1016/j.engfailanal.2023.107433 Patrícia Alves; Helena Martins; Pedro Saraiva; João Carneiro; Paulo Novais; Goreti Marreiros. "Group recommender systems for tourism: how does personality predict preferences for attractions, travel motivations, preferences and concerns?". User Modeling and User-Adapted Interaction (2023): https://doi.org/10.1007/s11257-023-09361-2. 10.1007/s11257-023-09361-2 Diogo Martinho; Vítor Crista; João Carneiro; Kenji Matsui; Juan Corchado; Goreti Marreiros. "Effects of a Gamified Agent-Based System for Personalized Elderly Care: A Pilot Usability Study (Preprint)". JMIR Serious Games (2023): https://doi.org/10.2196/48063. 10.2196/48063 Canito, Alda; Nobre, Armando; Neves, José; Corchado, Juan; Marreiros, Goreti. "Using sensor data to detect time-constraints in ontology evolution". Integrated Computer-Aided Engineering 30 2 (2023): 169-184. http://dx.doi.org/10.3233/ica-230703. 10.3233/ica-230703 Jorge Meira; João Carneiro; Verónica Bolón-Canedo; Amparo Alonso-Betanzos; Paulo Novais; Goreti Marreiros. "Anomaly Detection on Natural Language Processing to Improve Predictions on Tourist Preferences". Electronics 11 5 (2022): 779-779. https://doi.org/10.3390/electronics11050779. 10.3390/electronics11050779 Neves, José; Maia, Nuno; Marreiros, Goreti; Neves, Mariana; Fernandes, Ana; Ribeiro, Jorge; Araújo, Isabel; et al. "Employees balance and stability as key points in organizational performance". (2022): http://hdl.handle.net/10400.22/22042. 10.1093/jigpal/jzab010 Alda Canito; Juan Corchado; Goreti Marreiros. "A systematic review on time-constrained ontology evolution in predictive maintenance". Artificial Intelligence Review (2021): https://doi.org/10.1007/s10462-021-10079-z. 10.1007/s10462-021-10079-z María E. Pérez-Pons; Ricardo S. Alonso; Oscar García; Goreti Marreiros; Juan Manuel Corchado. "Deep Q-Learning and Preference Based Multi-Agent System for Sustainable Agricultural Market". Sensors 21 16 (2021): 5276-5276. https://doi.org/10.3390/s21165276. 10.3390/s21165276 Diogo Martinho; Alberto Freitas; Ana Sá-Sousa; Ana Vieira; Jorge Meira; Constantino Martins; Goreti Marreiros. "A Hybrid Model to Classify Patients with Chronic Obstructive Respiratory Diseases". Journal of Medical Systems 45 3 (2021): https://doi.org/10.1007/s10916-020-01704-5. 10.1007/s10916-020-01704-5 Carneiro, João; Martinho, Diogo; Alves, Patrícia; Conceição, Luís; Marreiros, Goreti; Novais, Paulo. "A Multiple Criteria Decision Analysis Framework for Dispersed Group Decision-Making Contexts". Applied Sciences 10 13 (2020): 4614. http://dx.doi.org/10.3390/app10134614. Published • 10.3390/app10134614 João Carneiro; Patrícia Alves; Goreti Marreiros; Paulo Novais. "Group decision support systems for current times: Overcoming the challenges of dispersed group decision-making". Neurocomputing (2020): https://doi.org/10.1016/j.neucom.2020.04.100. 10.1016/j.neucom.2020.04.100 Diogo Martinho; João Carneiro; Juan M. Corchado; Goreti Marreiros. "A systematic review of gamification techniques applied to elderly care". Artificial Intelligence Review (2020): https://doi.org/10.1007/s10462-020-09809-6. 10.1007/s10462-020-09809-6 Carneiro, João; Alves, Patrícia; Andrade, Rui; Marreiros, Goreti; Novais, Paulo. "A Multi-Agent System Framework for the Implementation of Dialogue Games in the Group Decision-Making Context". Group Decision and Negotiation (2020): Accepted • Aguarda publicação Meira, Jorge; Andrade, Rui; Praça, Isabel; Carneiro, João; Bolón-Canedo, Verónica; Alonso-Betanzos, Amparo; Marreiros, Goreti. "Performance evaluation of unsupervised techniques in cyber-attack anomaly detection". Journal of Ambient Intelligence and Humanized Computing 11 11 (2019): 4477-4489. http://dx.doi.org/10.1007/s12652-019-01417-9. Published • 10.1007/s12652-019-01417-9 Marta Fernandes; Alda Canito; Verónica Bolón-Canedo; Luís Conceição; Isabel Praça; Goreti Marreiros. "Data analysis and feature selection for predictive maintenance: A case-study in the metallurgic industry". International Journal of Information Management 46 (2019): 252-262. https://doi.org/10.1016/j.ijinfomgt.2018.10.006. 10.1016/j.ijinfomgt.2018.10.006 Luís Conceição; Diogo Martinho; Rui Andrade; João Carneiro; Constantino Martins; Goreti Marreiros; Paulo Novais. "A web-based group decision support system for multicriteria problems". Concurrency and Computation: Practice and Experience (2019): https://doi.org/10.1002/cpe.5298. 10.1002/cpe.5298 João Carneiro; Pedro Saraiva; Luís Conceição; Ricardo Santos; Goreti Marreiros; Paulo Novais. "Predicting satisfaction: Perceived decision quality by decision-makers in Web-based group decision support systems". Neurocomputing 338 (2019): 399-417. https://doi.org/10.1016/j.neucom.2018.05.126. 10.1016/j.neucom.2018.05.126 Carneiro, J.; Martinho, D.; Marreiros, G.; Jimenez, A.; Novais, P.. "Dynamic argumentation in UbiGDSS". Knowledge and Information Systems 55 3 (2018): 633-669. http://www.scopus.com/inward/record.url?eid=2-s2.0-85027710012&partnerID=MN8TOARS. 10.1007/s10115-017-1093-6 Carneiro, J.; Conceição, L.; Martinho, D.; Marreiros, G.; Novais, P.. "Including cognitive aspects in multiple criteria decision analysis". Annals of Operations Research 265 2 (2018): 269-291. http://www.scopus.com/inward/record.url?eid=2-s2.0-85006869248&partnerID=MN8TOARS. 10.1007/s10479-016-2391-1 Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "Arguing with Behavior Influence: A Model for Web-Based Group Decision Support Systems". International Journal of Information Technology and Decision Making (2018): 1-37. http://www.scopus.com/inward/record.url?eid=2-s2.0-85056890448&partnerID=MN8TOARS. 10.1142/S0219622018500542 Carneiro, J.; Saraiva, P.; Martinho, D.; Marreiros, G.; Novais, P.. "Representing decision-makers using styles of behavior: An approach designed for group decision support systems". Cognitive Systems Research 47 (2018): 109-132. http://www.scopus.com/inward/record.url?eid=2-s2.0-85033600440&partnerID=MN8TOARS. 10.1016/j.cogsys.2017.09.002 Mesquita, Rodrigo; Conceição, Luis; Carneiro, João; Marreiros, Goreti; Novais, Paulo; Ramos, Carlos. "Agent-Based Architecture for Travel Agency". Intelligent Environments 2018 23 (2018): 441-447. Published Carneiro, J.; Martinho, D.; Conceicão, L.; Marreiros, G.; Novais, P.. "How the ability to analyse tendencies influences decision satisfaction". Inteligencia Artificial 20 59 (2017): 8-20. http://www.scopus.com/inward/record.url?eid=2-s2.0-85016049713&partnerID=MN8TOARS. 10.4114/intartif.vol20iss59pp8-20 Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "How cognitive and affective aspects can influence the outcome of the group decision-making process". Expert Systems (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85035149942&partnerID=MN8TOARS. 10.1111/exsy.12257 Kim, H.-K.; Yeo, H.; Kim, T.-H.; Ramos, C.; Marreiros, G.; Hwang, H.J.. "Developmental approaches covering context area mobile applications service oriented architecture and model driven architecture". International Journal of Future Generation Communication and Networking 9 12 (2016): 329-388. http://www.scopus.com/inward/record.url?eid=2-s2.0-85031841738&partnerID=MN8TOARS. 10.14257/ijfgcn.2016.9.12.30 Diz, J.; Marreiros, G.; Freitas, A.. "Applying Data Mining Techniques to Improve Breast Cancer Diagnosis". Journal of Medical Systems 40 9 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-84981240020&partnerID=MN8TOARS. 10.1007/s10916-016-0561-y Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "Intelligent negotiation model for ubiquitous group decision scenarios". Frontiers of Information Technology and Electronic Engineering 17 4 (2016): 296-308. http://www.scopus.com/inward/record.url?eid=2-s2.0-84962787142&partnerID=MN8TOARS. 10.1631/FITEE.1500344 Ramos, Carlos; Lee, Meonghun; Kim, Haeng-Kon; Yeo, Hyun; Hwang, Ha Jin; Marreiros, Goreti. "AIEM: Agricultural Information & Event Management". Advanced Science and Technology Letters 139 (2016): 237-240. Ramos, Carlos; Zaragoza, Mechelle Grace; Kim, Haeng-Kon; Yeo, Hyun; Hawang, Ha Jin; Marreiros, Goreti. "Structuring CAMA (Context Area Mobile Applications) in SOA (Service Oriented Architecture) and MDA (Modern Driven Architecture)". Advanced Science and Technology Letters 139 (2016): 241-245. Ramos, Carlos; Kim, Haeng-Kon; Yeo, Hyun; Marreiros, Goreti. "Effective Mobile Applications for Testing Strategies". Advanced Science and Technology Letters 139 (2016): 246-251. Kim, Haeng-Kon; Yeo, Hyun; Hwang, Ha Jin; Ramos, Carlos; Marreiros, Goreti. "Effective Mobile Applications Testing Strategies". Advanced Science and Technology Letters 139 ASEA 2016 (2016): 246-251. https://web.archive.org/web/20180603062848id_/http://onlinepresent.org/proceedings/vol139_2016/52.pdf. Published • 10.14257/astl.2016.139.52 Moreira, José; Sousa, Hélio; Martinho, Diogo; Marreiros, Goreti; Ramos, Carlos; Haeng-Kon Kim; Yoe, Hyun; Corchado, Juan Manuel. "Management of irrigation through a Web-Based Intelligent Decision Support System". (2016): https://www.landbrugsinfo.dk/Afrapportering/KoncernDigital/2016/Filer/kd_16_5863_AP2_iot_b02_management_of_irrigation_paper.pdf. Published Ko, H.; Mesicek, L.; Bae, K.; Marreiros, G.; Kim, H.; Yoe, H.; Ramos, C.. "A study on a secure profile model for home network in cyber-physical system". International Journal of Security and its Applications 9 8 (2015): 337-346. http://www.scopus.com/inward/record.url?eid=2-s2.0-84950121901&partnerID=MN8TOARS. 10.14257/ijsia.2015.9.8.30 Carneiro, J.; Santos, R.; Marreiros, G.; Novais, P.. "UbiGDSS: A theoretical model to predict decision-makers’ sat-isfaction". International Journal of Multimedia and Ubiquitous Engineering 10 7 (2015): 191-200. http://www.scopus.com/inward/record.url?eid=2-s2.0-84938578434&partnerID=MN8TOARS. 10.14257/ijmue.2015.10.7.20 Carneiro, J.; Martinho, D.; Marreiros, G.; Novais, P.. "A general template to configure multi-criteria problems in Ubiquitous GDSS". International Journal of Software Engineering and its Applications 9 11 (2015): 193-206. http://www.scopus.com/inward/record.url?eid=2-s2.0-84949494546&partnerID=MN8TOARS. 10.14257/ijseia.2015.9.11.18 Carneiro, J.; Marreiros, G.; Novais, P.. "Using satisfaction analysis to predict decision quality". International Journal of Artificial Intelligence 13 1 (2015): 45-57. http://www.scopus.com/inward/record.url?eid=2-s2.0-84924357870&partnerID=MN8TOARS. Rebelo, A.; Catalão, F.; Alves, J.; Marreiros, G.; Analide, C.; Novais, P.; Neves, J.. "Prototyping teams of affective agents in robocode". International Journal of Imaging and Robotics 15 1 (2015): 102-112. http://www.scopus.com/inward/record.url?eid=2-s2.0-84939145294&partnerID=MN8TOARS. Freitas, A.; Gaspar, J.; Rocha, N.; Marreiros, G.; da Costa-Pereira, A.. "Quality in hospital administrative databases". Applied Mathematics and Information Sciences 8 1 (2014): 1-6. http://www.scopus.com/inward/record.url?eid=2-s2.0-84986196561&partnerID=MN8TOARS. 10.12785/amis/081L01 Freitas, A.; Gaspar, J.; Rocha, N.; Marreiros, G.; Da Costa-Pereira, A.. "Quality in hospital administrative databases". Applied Mathematics and Information Sciences 8 1 L (2014): 1-6. http://www.scopus.com/inward/record.url?eid=2-s2.0-84896825038&partnerID=MN8TOARS. 10.12785/amis/080101 Choi, J.M.; Ko, H.; Ogiela, M.R.; Marreiros, G.. "Advance in safe and useful social network services with context-sensitive data in cyber-physical system". International Journal of Distributed Sensor Networks 2014 (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84904096439&partnerID=MN8TOARS. 10.1155/2014/589276 Gómez-Sanz, J.J.; Hallenborg, K.; Marreiros, G.; Preuveneers, D.. "Introduction to the thematic issue". Journal of Ambient Intelligence and Smart Environments 5 3 (2013): 271-272. http://www.scopus.com/inward/record.url?eid=2-s2.0-84878904710&partnerID=MN8TOARS. 10.3233/AIS-130205 Ko, H.; Marreiros, G.; Kim, S.H.; Ramos, C.; Kim, T.-H.. "A Study on security grade assignment model for mobile users in Urban computing". Information (Japan) 16 1 B (2013): 581-586. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874082508&partnerID=MN8TOARS. Choi, M.K.; Robles, R.J.; Vale, Z.; Ramos, C.; Ko, H.; Marreiros, G.. "Utilization of different encryption schemes for securing SCADA component communication". Information (Japan) 16 2 B (2013): 1503-1508. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876129394&partnerID=MN8TOARS. Choi, M.; Robles, R.J.; Marreiros, G.; Vale, Z.; Ramos, C.; Ko, H.. "The cross crypto scheme cipher integration for securing SCADA component communication". Information (Japan) 16 3 B (2013): 2289-2294. http://www.scopus.com/inward/record.url?eid=2-s2.0-84877977152&partnerID=MN8TOARS. Ko, H.; Marreiros, G.; Choi, J.. "A study on a centralized peer-to-peer architecture for follow-me services". International Journal of Multimedia and Ubiquitous Engineering 8 2 (2013): 13-22. http://www.scopus.com/inward/record.url?eid=2-s2.0-84878170882&partnerID=MN8TOARS. An, K.J.; Kang, H.K.; Marreiros, G.; Ko, H.. "Utilisation of photo-montage technique for UK planning process". Information 15 11 B (2012): 4785-4796. http://www.scopus.com/inward/record.url?eid=2-s2.0-84869440897&partnerID=MN8TOARS. Song, M.; Marreiros, G.; Ko, H.; Choi, J.-H.. "Context-enriched and location-aware services". Journal of Computer Networks and Communications (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84872873805&partnerID=MN8TOARS. 10.1155/2012/649584 Ko, H.; An, K.; Kim, T.; Marreiros, G.; Vale, Z.; Choi, J.. "A study on Dynamic State Information (DSI) around users for safe urban life". Computers and Mathematics with Applications 63 2 (2012): 554-563. http://www.scopus.com/inward/record.url?eid=2-s2.0-84855435164&partnerID=MN8TOARS. 10.1016/j.camwa.2011.09.070 Ko, H.; Marreiros, G.; Morais, H.; Vale, Z.; Ramos, C.. "Intelligent supervisory control system for home devices using a cyber physical approach". Integrated Computer-Aided Engineering 19 1 (2012): 67-79. http://www.scopus.com/inward/record.url?eid=2-s2.0-84859011541&partnerID=MN8TOARS. 10.3233/ICA-2012-0388 Santos, R.; Marreiros, G.; Ramos, C.; Neves, J.; Bulas-Cruz, J.. "Personality, emotion, and mood in agent-based group decision making". IEEE Intelligent Systems 26 6 (2011): 58-66. http://www.scopus.com/inward/record.url?eid=2-s2.0-83655165178&partnerID=MN8TOARS. 10.1109/MIS.2011.92 Marreiros, G.; Santos, R.; Ramos, C.; Neves, J.. "Context-aware emotion-based model for group decision making". IEEE Intelligent Systems 25 2 (2010): 31-39. http://www.scopus.com/inward/record.url?eid=2-s2.0-77954805391&partnerID=MN8TOARS. 10.1109/MIS.2010.46 Ramos, Carlos; KO, HOON; Freitas, Carlos; Marreiros, Goreti. "A Study on Users Authentication Method for Safety Group Decision System in Dynamic Small Group". Journal of Convergence Information Technology 4 4 (2009): 68-76. http://dx.doi.org/10.4156/jcit.vol4.issue4.11. 10.4156/jcit.vol4.issue4.11 Marreiros, G.; Ramos, C.; Machado, J.; Neves, J.. "Argument-based decision making in ambient intelligence environments". International Journal of Reasoning-based Intelligent Systems 1 3-4 (2009): 182-190. http://www.scopus.com/inward/record.url?eid=2-s2.0-84933525207&partnerID=MN8TOARS. 10.1504/IJRIS.2009.028017 Augusto, J.C.; Bohlen, M.; Cook, D.; Flentge, F.; Marreiros, G.; Ramos, C.; Qin, W.; Suo, Y.. "The darmstadt challenge: The turing test revisited". ICAART 2009 - Proceedings of the 1st International Conference on Agents and Artificial Intelligence (2009): 291-296. http://www.scopus.com/inward/record.url?eid=2-s2.0-70349464969&partnerID=MN8TOARS. Marreiros, G.; Santos, R.; Ramos, C.; Neves, J.; Bulas-Cruz, J.. "ABS4GD: A multi-agent system that simulates group decision processes considering emotional and argumentative aspects". AAAI Spring Symposium - Technical Report SS-08-04 (2008): 88-95. http://www.scopus.com/inward/record.url?eid=2-s2.0-52449101939&partnerID=MN8TOARS. Marreiros, G.; Santos, R.; Freitas, C.; Ramos, C.; Neves, J.; Bulas-Cruz, J.. "LAID - A smart decision room with ambient intelligence for group decision making and argumentation support considering emotional aspects". International Journal of Smart Home 2 2 (2008): 77-93. http://www.scopus.com/inward/record.url?eid=2-s2.0-80052575337&partnerID=MN8TOARS. Marreiros, G.; Santos, R.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.; Bula-Cruz, J.. "Argumentation-based decision making in ambient intelligence environments". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4874 LNAI (2007): 309-322. http://www.scopus.com/inward/record.url?eid=2-s2.0-38349032855&partnerID=MN8TOARS. Marreiros, G.; Santos, R.; Freitas, C.; Ramos, C.; Neves, J.; Bulas-Cruz, J.. "Modelling group decision making processes with artificial societies considering emotional factors". AISB'07: Artificial and Ambient Intelligence (2007): 38-41. http://www.scopus.com/inward/record.url?eid=2-s2.0-84860578865&partnerID=MN8TOARS. Marreiros, G.; Ramos, C.; Neves, J.. "Modeling group decision meeting participants with an agent-based approach". Engineering Intelligent Systems 15 3 (2007): 167-174. http://www.scopus.com/inward/record.url?eid=2-s2.0-45749155624&partnerID=MN8TOARS. Ramos, Carlos; Santos, Ricardo; Marreiros, Goreti; Neves,, Jose; Bulas-Cruz, José. "Rewards in Persuasive Group Decision Making". Journal Research in Computing Science 32 (2007): 99-110. Marreiros, G.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.. "An agent-based approach to group decision simulation using argumentation". Proceedings of the International Multiconference on Computer Science and Information Technology, IMCSIT 1 (2006): 263-270. http://www.scopus.com/inward/record.url?eid=2-s2.0-83755172034&partnerID=MN8TOARS. Santos, R.; Marreiros, G.; Ramos, C.; Neves, J.; Bulas-Cruz, J.. "Multi-agent approach for ubiquitous group decision support involving emotions". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4159 LNCS (2006): 1174-1185. http://www.scopus.com/inward/record.url?eid=2-s2.0-33750071060&partnerID=MN8TOARS. Marreiros, G.; Santos, R.; Ramos, C.; Neves, J.. "Agent based simulation for group formation". Simulation in Wider Europe - 19th European Conference on Modelling and Simulation, ECMS 2005 (2005): 521-526. http://www.scopus.com/inward/record.url?eid=2-s2.0-84856526330&partnerID=MN8TOARS. Almeida, A.; Marreiros, G.. "A scheduling model based on Group Decision Support". Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics 2 (2005): 1180-1187. http://www.scopus.com/inward/record.url?eid=2-s2.0-27944507738&partnerID=MN8TOARS.
Journal issue	Marreiros, Goreti; Zita Vle; Bo Nørregaard Jørgensen. "Artificial Intelligence for Smart Energy Systems". Energies (2021): https://www.mdpi.com/journal/energies/special_issues/AI_Smart_Energy_Systems. Published
Preprint	Diogo Martinho; Vítor Crista; João Carneiro; Kenji Matsui; Juan Manuel Corchado; Goreti Marreiros. "Effects of a Gamified Agent-Based System for Personalized Elderly Care: Pilot Usability Study (Preprint)". 2023. https://doi.org/10.2196/preprints.48063. 10.2196/preprints.48063

Other

Other output

Horizontal Solutions for Cyber-Physical Systems evaluated in Energy Flexibility and Traffic Accident cases. 2020. Latvakoski, Juhani; Roelands, Marc; Tilvis, Marko; Genga, Laura; Santos, Gabriel; Marreiros, Goreti; Vale, Zita; et al. https://itea3.org/project/result/download/7344/Horizontal Solutions for Cyber-Physical Systems evaluated in Energy Flexibility and Traffic Accident cases.pdf.
10.13140/RG.2.2.13495.34728