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Jose Machado is Associate Professor with Habilitation of the Department of Informatics, University of Minho. He is at the University of Minho since 1988. He got his PhD in Computer Science in 2002 and Habilitation in 2011. He teaches and taught more than 50 curricular units in the topics of Databases, Artificial Intelligence, Knowledge Engineering, Intelligent Systems, Medical Informatics, Computer Science for Law and Informatics in different and related fields of Computer Engineering. 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, which 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). 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. He is director (since 2017) and Associate Director (2016-17) of the ALGORITMI R&D Center. He is a founding member and former header of Computer Science and Technology research group and he is founder and header of "Knowledge Engineering" lab. ALGORITMI is one of the largest national centers recognized by the FCT in the area of TICE, having in January 2021 more than 500 members (206 PhD researchers). He is former Director of the CCTC-Center for Computer Science and Technology (2013-2015). He concluded the supervision of 6 PhDs, 60 MSc students, 31 PhD grants and 2 Pos-Doct grants. He is guiding now 13 PhD, 10 MSc and 1 post-Doc student. He was also evaluator of research projects from scientific entities of Swiss, Canada and UAE, as well as of the ALBAN program. He leads the project DRIVES-Development and Research on Innovative Vocational Education Skills, in the University of Minho, involving 23 institutions from 11 European countries. He is or was involved in the collaboration projects between Bosch Car Multimedia and ALGORITMI. He has 387 publications in books, book chapters, journals and proceedings of international and national conferences, of which 293 are already indexed (ISI, Scopus, DBLP, ACM) and 143 in SCIMAGO (5 Q1, 51 Q2, 60 Q3 and 27 Q4). He has in Scopus 1550 citations, h-index = 20, i10 = 43, authors from 43 different countries. He is a member of the "editorial advisory board" of 4 international journals or "book series", member of the editorial board of 11 international journals (e.g Applied Sciences-MDPI, Artificial Intelligence-MDPI, BiomedInformatics-MDPI, Scalable Information Systems-EAI Transactions, Open Computer Science-De Gruyter, IJRQEH-IGI Global) and was a reviewer of more than 50 articles in international journals (e.g. IJERPH-MDPI, Mathematical Problems in Engineering-Hindawi, Journal of Ambient Intelligence and Humanized Computing-Springer, International Journal of Medical Informatics-Elsevier, Computer Methods and Programs in Biomedicine-Elsevier, Journal of Clinical Medicine-MDPI, Frontiers of Medicine-Frontiers, Journal of Biomedical Informatics-Elsevier, Health Informatics Journal-Sage, Expert Systems-Wiley). He has been a reviewer of publications at international conferences more than 200 times. He was conference chair of 3 international conferences (EPIA, ESM, ISC), involved in the organization committee of 4 international conferences (EUMAS, ICMA, ECEA, EAI) and organized 41 workshops or special sessions. He was a member of the board of the Portuguese Association for Artificial Intelligence (2006-2013) and he is the chair of the IEEE Computational Intelligence Society, Portuguese Chapter (2020-2021
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

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 - 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
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
2021 - Atual Automotive Skills Alliance - implementing the Pact for Skills in the Automotive Ecosystem
Automotive Skills Alliance
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
2020 - Atual Projecto Estratégico - UIDB/CEC/00319/2020
UIDB/00319/2020
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
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
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
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
2020 - Atual Controlo Inteligente de Infeção Hospitalar
SAMA 2020
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
SPMS Serviços Partilhados do Ministério da Saúde EPE
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.
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
2018 - Atual PRM-Patient Relationship Management
PRM
Investigador responsável
TecMinho Associação Universidade-Empresa para o Desenvolvimento, Portugal
2018 - 2021 DRIVES - Development and Research on Innovative Vocational Education Skills
DRIVES
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
2018 - 2021 Factory of the Future: Smart Manufacturing
039479
Investigador
2018 - 2021 Easy Ride: Experience is everything
Easy Ride 037902
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
2018 - 2021 Sensible Car: Automated Driving
Sensible Car 037902
Investigador
2019 - 2019 Projecto Estratégico - UID/CEC/00319/2019
UID/CEC/00319/2019
Investigador responsável
2016 - 2019 DEM - Deus ex-Machine
DEM
Investigador
2017 - 2018 Sistema de Alerta, Gestão e Monitorização de Catástrofes
GEO
Investigador responsável
TecMinho Associação Universidade-Empresa para o Desenvolvimento, Portugal
2015 - 2018 Projecto Estratégico - UID/CEC/00319/2013
UID/CEC/00319/2013
Investigador responsável
2015 - 2018 iFACTORY
iFACTORY
Investigador
2015 - 2018 INNOVCAR
INNOVCAR
Investigador
2015 - 2018 Projecto Estratégico - UID/CEC/00319/2013
UID/CEC/00319/2013
N/A
2013 - 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
2014 - 2014 Projecto Estratégico - UI 752 - 2014
PEst-OE/EEI/UI0752/2014
Investigador responsável
2011 - 2013 Projecto Estratégico - UI 752 - 2011-2012 (Strategic Project - UI 752 - 2011-2012)
Est-OE/EEI/UI0752/2011
Investigador responsável
2010 - 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.
2008 - 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 - 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.
2007 - 2009/04 Intelligent Agents and Legal Relations
83665
Provided by PTCRIS: 83665
Investigador
Fundação para a Ciência e a Tecnologia, I.P.
2006 - 2007/12 Intelligent Agents and Legal Relations
Provided by PTCRIS: 57221
57221
Investigador
Fundação para a Ciência e a Tecnologia, I.P.
1995 - 1998 MAD, Sistemas de Apoio à Decisão em MAtéria de Direito
PCSH/C/CJU/924/95
Investigador
Produções

Publicações

Artigo em conferência
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. Esteves, M.; Abelha, A.; Machado, J.. "A mobile health application to assist health professionals: A case study in a Portuguese nursing home". 2019.
  7. 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
  8. 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
  9. Miranda, R.; Ferreira, D.; Abelha, A.; MacHado, J.. "Intelligent Nutrition in Healthcare and Continuous Care". 2019.
    10.1109/CEAP.2019.8883496
  10. Fonseca, F.; Peixoto, H.; Braga, J.; Machado, J.; Abelha, A.. "Smart mobile computing in pregnancy care". 2019.
  11. Moreira, P.; Oliveira, D.; Miranda, F.; Abelha, A.; MacHado, J.. "Mobile computing in patient relationship management - A case study". 2018.
  12. Prata, M.; Peixoto, H.; MacHado, J.; Abelha, A.. "Data mining in urgency department: Medical specialty discharge prediction". 2018.
  13. 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.
  14. 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.
  15. MacHado, J.; Abelha, A.; Gome, L.M.; Guerra, H.. "Preface". 2018.
  16. Ferreira, D.; Peixoto, H.; Machado, J.; Abelha, A.. "Predictive data mining in nutrition therapy". 2018.
    10.1109/CONTROLO.2018.8516413
  17. 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
  18. 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
  19. Oliveira, D.; Duarte, J.; Abelha, A.; Machado, J.. "Improving nursing practice through interoperability and intelligence". 2017.
    10.1109/FiCloudW.2017.92
  20. Fonseca, F.; Peixoto, H.; Miranda, F.; Machado, J.; Abelha, A.. "Step Towards Prediction of Perineal Tear". 2017.
    10.1016/j.procs.2017.08.284
  21. 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
  22. 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
  23. Loreto, P.; Fonseca, F.; Morais, A.; Peixoto, H.; Abelha, A.; Machado, J.. "Improving maternity care with business intelligence". 2017.
    10.1109/FiCloudW.2017.89
  24. Neto, C.; Peixoto, H.; Abelha, V.; Abelha, A.; Machado, J.. "Knowledge Discovery from Surgical Waiting lists". 2017.
    10.1016/j.procs.2017.11.141
  25. Coelho, D.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.. "A pervasive business intelligence solution to manage Portuguese misericordia". 2017.
  26. Silva, C.; Pereira, J.; Costa, L.; Peixoto, H.; Machado, J.; Abelha, A.. "Business intelligence for cardiovascular disease assessment". 2017.
    10.1109/FiCloudW.2017.90
  27. 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
  28. Machado, J.; Abelha, A.; Santos, M.F.; Portela, F.. "Intelligent Systems and Applications in Healthcare (ISAHealth 2016 ) Preface". 2016.
    10.1109/CBI.2016.66
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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.
  35. Fernandes, F.; Vicente, H.; Abelha, A.; Machado, J.; Novais, P.; Neves, J.. "Artificial neural networks in diabetes control". 2015.
    10.1109/SAI.2015.7237169
  36. 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.
  37. 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
  38. 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
  39. 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
  40. 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
  41. 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.
  42. Gomes, J.; Portela, F.; Santos, M.F.; Abelha, A.; MaChado, J.. "Predicting 2-way football results by means of data mining". 2015.
  43. 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.
  44. Vilhena, J.; Martins, M.R.; Vicente, H.; Nelas, L.; Machado, J.; Neves, J.. "Thrombophilia screening: An artificial neural network approach". 2015.
  45. 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.
  46. 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
  47. 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
  48. 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.
  49. Pereira, E.; Brandöo, A.; Portela, C.F.; Santos, M.F.; Machado, J.; Abelha, A.. "Business intelligence in maternity care". 2014.
    10.1145/2628194.2628248
  50. 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
  51. 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
  52. 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
  53. 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
  54. 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.
  55. 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
  56. 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.
  57. 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
  58. 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.
  59. 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
  60. 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.
  61. 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
  62. Silva, P.; Quintas, C.; Santos, M.; Abelha, A.; Machado, J.. "Step towards fault forecasting in hospital information systems". 2012.
    10.1109/BMEI.2012.6513041
  63. 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
  64. Miranda, M.; Pontes, G.; Abelha, A.; Neves, J.; Machado, J.. "Agent based interoperability in hospital information systems". 2012.
    10.1109/BMEI.2012.6513042
  65. 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
  66. Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Abelha, A.; Machado, J.. "Usability of an electronic health record". 2012.
    10.1109/IEEM.2012.6838010
  67. Viana, M.; Oliveira, O.; Abelha, A.; Machado, J.. "Step towards simulation and monitoring of hospital waiting lists". 2012.
  68. 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.
  69. 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.
  70. Novais, P.; Machado, J.; Analide, C.; Abelha, A.. "Preface". 2011.
  71. 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.
  72. 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.
  73. Duarte, J.; Neves, J.; Cabral, A.; Gomes, M.; Marques, V.; Santos, M.F.; Abelha, A.; MacHado, J.. "Towards intelligent drug electronic prescription". 2011.
  74. Gongalves, P.; Alves, L.; Sá, T.; Quintas, C.; Miranda, M.; Abelha, A.; MacHado, J.; S{\'a}, T.. "Object trajectory simulation - An evolutionary approach". 2011.
  75. Pontes, G.; Duarte, A.; Cuevas, D.; Salazar, M.; Miranda, M.; Abelha, A.; MacHado, J.. "A moral decision support system in medicine". 2011.
  76. Marques, A.; Correia, A.; Cerqueira, L.; Machado, J.; Neves, J.. "Archetype-based semantic interoperability in healthcare". 2010.
  77. Alves, F.; Abelha, A.; Machado, J.; Neves, J.. "Interoperability performance in a healthcare environment". 2010.
  78. 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.
  79. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. "Interoperabity in healthcare". 2010.
  80. 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
  81. 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
  82. 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
  83. Ribeiro, J.; Machado, J.; Abelha, A.; Fernandéz-Delgado, M.; Neves, J.. "Handling incomplete information in an evolutionary environment". 2010.
    10.1109/CEC.2010.5586079
  84. Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.. "An agent-based architecture for cancer staging". 2009.
  85. Duarte, J.; Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.; Alberto, C.; et al. "Agent-based group decision support in medicine". 2009.
  86. Miranda, M.; Duarte, J.; Abelha, A.; Machado, J.; Neves, J.. "Interoperability and healthcare". 2009.
  87. Belo, D.; Miranda, M.; Abelha, A.; Machado, J.; Neves, J.. "Quality of service in transplantation via the electronic medical record". 2009.
  88. Carneiro, D.; Costa, R.; Novais, P.; Neves, J.; Machado, J.. "Simulating and monitoring ambient assisted living". 2008.
  89. Rigor, H.; Machado, J.; Abelha, A.; Neves, J.; Alberto, C.. "A web-based system to reduce the nosocomial infection impact in healtcare units". 2008.
  90. Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of service in healthcare units". 2008.
  91. Neves, J.; Santos, M.; Machado, J.; Abelha, A.. "Electronic Health Records - Organizational, Regional, National, or Worldwide?". 2008.
  92. 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
  93. Marreiros, Goreti; Novais, Paulo; Machado, José; Ramos, Carlos; Neves, José; Marreiros, G.; Novais, P.; et al. "Modelling group decision simulation through argumentation". 2007.
  94. Machado, J.; Andrade, F.; Neves, J.; Novais, P.; Analide, C.. "Formal models in Web based contracting". 2007.
    10.1109/WI-IATW.2006.74
  95. Marreiros, G.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.. "Emotions on agent based simulators for group formation". 2006.
  96. Marreiros, G.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.. "An agent-based approach to group decision simulation using argumentation". 2006.
  97. Abelha, António; Santos, Manuel; Machado, José Manuel; Neves, José. "Auditing agents in the context of a telemedical information society". 2006.
  98. Machado, José Manuel; Abelha, António; Santos, Manuel; Neves, José. "Multiagent based problem solving in medical decision support systems". 2006.
  99. Machado, José Manuel; Abelha, António; Neves, José; Santos, Manuel. "Ambient intelligence in medicine". 2006.
    10.1109/BIOCAS.2006.4600316
  100. Machado, José Manuel; Alves, Victor; Machado, J.; Alves, V.. "Web-based simulation in medicine". 2005.
  101. Alves, Victor; Machado, José Manuel; Abelha, António; Neves, José. "Agent driven diagnosis in medicine". 2005.
  102. Alves, Victor; Machado, José Manuel; Abelha, António; Neves, José. "Agent based decision support systems in medicine". 2005.
  103. Abelha, António; Machado, José Manuel; Alves, Victor; Neves, José. "Health data management in the medical arena". 2004.
  104. Novais, Paulo; Analide, César; Machado, José Manuel; Neves, José. "Reputation and trust in the context of logic-based argumentation". 2004.
  105. Analide, César; Novais, Paulo; Machado, José Manuel; Neves, José. "Anthropopaty and its assessment in virtual entities". 2004.
  106. Abelha, António; Machado, José Manuel; Alves, Victor; Neves, José. "Data warehousing through multi-agent systems in the medical arena". 2004.
  107. Analide, César; Machado, José Manuel; Gomes, Élia; Neves, José. "Anthropapathic agents in e-Learning systems applied to the area of the medicine". 2003.
  108. 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
  109. 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.
  110. Machado, J; Neves, J; Machado, José Manuel; Neves, José. "Distributed interactive simulation". 1997.
  111. Neves, Jose; Machado, Jose; Abelha, Antonio. "Application of artificial intelligence to law enforcement". 1997.
  112. Neves, José; Machado, José Manuel; Abelha, António. "The Application of artificial intelligence to law enforcement". 1997.
  113. Neves, José; Machado, José Manuel; Novais, P; Abelha, António. "A multi-agent system for law enforcement simulation". 1997.
  114. Cortez, Paulo; Machado, José Manuel; Neves, José. "An evolutionary artificial neural network time series forecasting system". 1996.
  115. Cortez, Paulo; Machado, José Manuel; Neves, José. "Time series forecasting in a distributed environment". 1996.
  116. Neves, José; Machado, José Manuel; Costa, Lino; Cortez, P. "A software agent distributed system for dynamic load balancing". 1996.
  117. Cortez, Paulo; Rocha, Miguel; Machado, Jose; Neves, Jose. "Neural network based time series forecasting system". 1995.
Artigo em revista
  1. 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
  2. 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
  3. 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
  4. Martins, B.; Ferreira, D.; Neto, C.; Abelha, A.; Machado, J.. "Data Mining for Cardiovascular Disease Prediction". Journal of Medical Systems 45 1 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85098784234&partnerID=MN8TOARS.
    10.1007/s10916-020-01682-8
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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.
  19. Pereira, J.; Peixoto, H.; Machado, J.; Abelha, A.. "A Data Mining Approach for Cardiovascular Diagnosis". Open Computer Science 7 1 (2017): 36-40. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052011971&partnerID=MN8TOARS.
    10.1515/comp-2017-0007
  20. Veloso, R.; Portela, F.; Santos, M.F.; Machado, J.; Da Silva Abelha, A.; Rua, F.; Silva, A.. "Categorize readmitted patients in intensive medicine by means of clustering data mining". International Journal of E-Health and Medical Communications 8 3 (2017): 22-37. http://www.scopus.com/inward/record.url?eid=2-s2.0-85020201969&partnerID=MN8TOARS.
    10.4018/IJEHMC.2017070102
  21. 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
  22. 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
  23. Braga, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, Á.; Rua, F.. "Data mining to predict the use of vasopressors in intensive medicine patients". Jurnal Teknologi 78 6-7 (2016): 1-6. http://www.scopus.com/inward/record.url?eid=2-s2.0-84975029552&partnerID=MN8TOARS.
    10.11113/jt.v78.9075
  24. 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.
  25. 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.
  26. Brandão, A.; Pereira, E.; Esteves, M.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.. "A benchmarking analysis of open-source business intelligence tools in healthcare environments". Information (Switzerland) 7 4 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-85007290342&partnerID=MN8TOARS.
    10.3390/info7040057
  27. Neves, J.; Martins, M.R.; Vilhena, J.; Gomes, S.; Abelha, A.; Machado, J.; Vicente, H.. "A Soft Computing Approach to Kidney Diseases Evaluation". Journal of Medical Systems 39 10 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84940103338&partnerID=MN8TOARS.
    10.1007/s10916-015-0313-4
  28. Abelha, A.; Pereira, E.; Brandão, A.; Portela, F.; Santos, M.F.; Machado, J.; Braga, J.. "Improving quality of services in maternity care triage system". International Journal of E-Health and Medical Communications 6 2 (2015): 10-26. http://www.scopus.com/inward/record.url?eid=2-s2.0-84944457692&partnerID=MN8TOARS.
    10.4018/IJEHMC.2015040102
  29. 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
  30. 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
  31. 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.
  32. Filipe Portela and; Jorge Aguiar and; Manuel Filipe Santos and; Ant\'onio Abelha and; Jos\'e Machado and; \'Alvaro M. Silva and; Fernando Rua. "Assessment of Technology Acceptance in Intensive Care Units". Ijssoe 4 3 (2014): 26-45. http://dx.doi.org/10.4018/ijssoe.2014070102.
    10.4018/ijssoe.2014070102
  33. Marins, Fernando; Cardoso, Luciana; Portela, Filipe; Abelha, Antonio; Machado, Jose. "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.
  34. Gonçalves, J.M.C.; Portela, F.; Santos, M.F.; Silva, Á.; Machado, J.; Abelha, A.; Rua, F.. "Real-time predictive analytics for sepsis level and therapeutic plans in intensive care medicine". International Journal of Healthcare Information Systems and Informatics 9 3 (2014): 36-54. http://www.scopus.com/inward/record.url?eid=2-s2.0-84919657431&partnerID=MN8TOARS.
    10.4018/ijhisi.2014070103
  35. 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.
  36. Portela, F.; Santos, M. F.; Silva, A.; Rua, F.; Abelha, A.; Machado, J.; Ieee,. "Preventing Patient Cardiac Arrhythmias by Using Data Mining Techniques". 2014 Ieee Conference on Biomedical Engineering and Sciences (Iecbes) (2014): 165-170. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000380466700020&KeyUID=WOS:000380466700020.
  37. Cardoso, L.; Marins, F.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. "The next generation of interoperability agents in healthcare". International Journal of Environmental Research and Public Health 11 5 (2014): 5349-5371. http://www.scopus.com/inward/record.url?eid=2-s2.0-84900870917&partnerID=MN8TOARS.
    10.3390/ijerph110505349
  38. 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
  39. Peixoto, Hugo; Abelha, Antonio; Santos, Manuel; Machado, Jose. "A Preventive Action Management Platform in Healthcare Information Systems". Int. J. Reliab. Qual. E-Healthc. 2 3 (2013): 16-29.
  40. 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
  41. 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
  42. Portela, F.; Gago, P.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, Á.; Rua, F.. "Implementing a pervasive real-time intelligent system for tracking critical events with intensive care patients". International Journal of Healthcare Information Systems and Informatics 8 4 (2013): 1-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903153312&partnerID=MN8TOARS.
    10.4018/ijhisi.2013100101
  43. 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
  44. 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
  45. 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
  46. Vicente, H.; Couto, C.; Machado, J.; Abelha, A.; Neves, J.. "Prediction of water quality parameters in a reservoir using artificial neural networks". International Journal of Design and Nature and Ecodynamics 7 3 (2012): 310-319. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866088685&partnerID=MN8TOARS.
    10.2495/DNE-V7-N3-310-319
  47. Vicente, H.; Dias, S.; Fernandes, A.; Abelha, A.; MacHado, J.; Neves, J.. "Prediction of the quality of public water supply using artificial neural networks". Journal of Water Supply: Research and Technology - AQUA 61 7 (2012): 446-459. http://www.scopus.com/inward/record.url?eid=2-s2.0-84872189812&partnerID=MN8TOARS.
    10.2166/aqua.2012.014
  48. Couto, C.; Vicente, H.; Machado, J.; Abelha, A.; Neves, J.. "Water quality modeling using artificial intelligence-based tools". International Journal of Design and Nature and Ecodynamics 7 3 (2012): 300-309. http://www.scopus.com/inward/record.url?eid=2-s2.0-84866094661&partnerID=MN8TOARS.
    10.2495/DNE-V7-N3-300-309
  49. Duarte, J.; Portela, C. F.; Abelha, A.; Machado, J.; Santos, M. F.. "Electronic Health Record in Dermatology Service". Enterprise Information Systems, Pt 3 221 (2011): 156-164. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000309894100017&KeyUID=WOS:000309894100017.
  50. Machado, J.; Abelha, A.; Novais, P.; Neves, J.. "Quality of service in healthcare units". International Journal of Computer Aided Engineering and Technology 2 4 (2010): 436-449. http://www.scopus.com/inward/record.url?eid=2-s2.0-84937691217&partnerID=MN8TOARS.
    10.1504/IJCAET.2010.035396
  51. Andrade, F.; Novais, P.; Machado, J.; Neves, J.. "Software agents and virtual organisations: Consent and trust". International Journal of Services and Operations Management 6 3 (2010): 352-361. http://www.scopus.com/inward/record.url?eid=2-s2.0-77951442612&partnerID=MN8TOARS.
    10.1504/IJSOM.2010.031958
  52. Santos, M. F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelhaa, A.; Neves, J.; Silva, A.; et al. "Nursing Information Architecture for Situated Decision Support in Intensive Care Units". Aic '09: Proceedings of the 9th Wseas International Conference on Applied Informatics and Communications (2009): 491-496. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000273271800079&KeyUID=WOS:000273271800079.
  53. Santos, M. F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. "Information Modeling for Real-Time Decision Support in Intensive Medicine". Proceedings of the 8th Wseas International Conference on Applied Computer and Applied Computational Science (2009): 360-365. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000271403400058&KeyUID=WOS:000271403400058.
  54. 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.
  55. Santos, M.F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.; Rua, F.. "Information architecture for intelligent decision support in intensive medicine". WSEAS Transactions on Computers 8 5 (2009): 810-819. http://www.scopus.com/inward/record.url?eid=2-s2.0-69549098007&partnerID=MN8TOARS.
  56. Machado, J.; Alves, V.; Abelha, A.; Neves, J.. "Ambient intelligence via multiagent systems in the medical arena". Engineering Intelligent Systems 15 3 (2007): 151-158. http://www.scopus.com/inward/record.url?eid=2-s2.0-45549089672&partnerID=MN8TOARS.
  57. Andrade, F.; Novais, P.; MacHado, J.; Neves, J.. "Contracting agents: Legal personality and representation". Artificial Intelligence and Law 15 4 (2007): 357-373. http://www.scopus.com/inward/record.url?eid=2-s2.0-35948946448&partnerID=MN8TOARS.
    10.1007/s10506-007-9046-0
  58. Analide, C.; Novais, P.; Machado, J.; Neves, J.. "Anthropopathy and its assessment in virtual entities". Innovations through Information Technology, Vols 1 and 2 (2004): 348-351. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000234266200089&KeyUID=WOS:000234266200089.
  59. Abelha, Antonio; Machado, Jose; Alves, Victor; Neves, Jose. "Health Data Management in the Medical Arena". Aic'04 (2004): 14:1-14:6. http://dl.acm.org/citation.cfm?id=1374195.1374209.
  60. Neves, J.; Machado, J.; Cortez, P.; Arteiro, J.; Vicente, H.. "A distributed web-based water quality diagnosis and simulation system in lakes and reservoirs". Ess'98 - Simulation Technology: Science and Art (1998): 296-300. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000082927000050&KeyUID=WOS:000082927000050.
  61. Neves, J.; Machado, J.; Novais, P.; Abelha, A.. "A multi-agent system for law enforcement simulation". Simulation in Industry: 9th European Simulation Symposium 1997 (1997): 242-246. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000088776300043&KeyUID=WOS:000088776300043.
  62. Neves, J.; Machado, J.; Analide, C.; Novais, P.; Abelha, A.. "Extended Logic Programming applied to the specification of Multi-Agent Systems and their computing environments". 1997 Ieee International Conference on Intelligent Processing Systems, Vols 1 & 2 (1997): 159-164. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000073594000027&KeyUID=WOS:000073594000027.
  63. Neves, J.; Machado, J.; Costa, L.; Cortez, P.. "A software agent distributed system for dynamic load balancing". Modelling and Simulation 1996 (1996): 80-84. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000088778200013&KeyUID=WOS:000088778200013.
Capítulo de livro
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. Oliveira, R.; Pontes, G.; Machado, J.; Abelha, A.; Ieee,. "Analysis of Cross-Platform Development Frameworks for a Smartphone Pediatric Application". 1057-1061. 2013.
  13. 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.
  14. 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
  15. 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
  16. 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
  17. 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.
  18. 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.
  19. Ferreira, J.; Soares, F.; Machado, J.; Curado, M.. "Ethical aspects in the design of medical devices". 111-114. 2011.
Livro
  1. Castanheira, A.; Peixoto, H.; Machado, J.. Overcoming challenges in healthcare interoperability regulatory compliance. 2021.
    10.1007/978-3-030-58356-9_5
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. Costa, D.; Pereira, C.; Peixoto, H.; Machado, J.. Anticipating Maintenance in Telecom Installation Processes. 2020.
    10.1007/978-3-030-62365-4_31
  15. Peixoto, V.; Peixoto, H.; Machado, J.. Integrating a Data Mining Engine into Recommender Systems. 2020.
    10.1007/978-3-030-62362-3_19
  16. Cunha, G.; Peixoto, H.; Machado, J.. Improving Performance of Recommendation System Architecture. 2020.
    10.1007/978-3-030-62365-4_47
  17. Coimbra, A.; Neto, C.; Ferreira, D.; Duarte, J.; Oliveira, D.; Hak, F.; Gonçalves, F.; et al. Review of Trends in Automatic Human Activity Recognition in Vehicle Based in Synthetic Data. 2020.
    10.1007/978-3-030-62365-4_35
  18. 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
  19. 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
  20. 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
  21. Ferreira, D.; Neto, C.; Machado, J.; Abelha, A.. Steps towards online monitoring systems and interoperability. 2019.
    10.1007/978-3-030-16187-3_51
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. Reis, R.; Mendonça, A.; Ferreira, D.L.A.; Peixoto, H.; Machado, J.. Business intelligence for nutrition therapy. 2018.
  32. Neto, C.; Dias, I.; Santos, M.; Peixoto, H.; Machado, J.. Applied business intelligence in surgery waiting lists management. 2018.
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. Coelho, D.; Portela, F.; Santos, M. F.; Machado, J.; Abelha, A.. A Pervasive Business Intelligence Solution to Manage Portuguese Misericordia. 2017.
    10.5220/0006382301170123
  40. 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
  41. Cardoso, L.; Marins, F.; Quintas, C.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.. Interoperability in healthcare. 2017.
  42. 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
  43. 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
  44. 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.
  45. 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
  46. 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
  47. 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
  48. 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
  49. 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
  50. 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
  51. 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
  52. 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
  53. 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
  54. 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
  55. Machado, J.; Abelha, A.. Applying business intelligence to clinical and healthcare organizations. 2016.
    10.4018/978-1-4666-9882-6
  56. Machado, J.; Abelha, A.. Preface. 2016.
  57. 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
  58. 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
  59. 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
  60. 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
  61. 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
  62. 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
  63. 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
  64. 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
  65. 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
  66. 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
  67. 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
  68. 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
  69. 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
  70. 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
  71. 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
  72. 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
  73. 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
  74. 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
  75. 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
  76. 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
  77. Peixoto, H.; Abelha, A.; Santos, M.; Machado, J.. A preventive action management platform in healthcare information systems. 2014.
  78. 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.
  79. Marins, F.; Cardoso, L.; Portela, F.; Abelha, A.; Machado, J.. Intelligent systems for monitoring and prevention in healthcare information systems. 2014.
    10.1007/978-3-319-09153-2_15
  80. 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
  81. 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
  82. 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
  83. 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
  84. 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
  85. 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
  86. 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.
  87. 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
  88. 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
  89. 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
  90. 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
  91. 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
  92. 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
  93. 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
  94. 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
  95. 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
  96. 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
  97. 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
  98. 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
  99. 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
  100. Peixoto, H.; Santos, M.; Abelha, A.; Machado, J.. Intelligence in interoperability with AIDA. 2012.
    10.1007/978-3-642-34624-8_31
  101. 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
  102. 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
  103. Duarte, J.; Portela, C.F.; Abelha, A.; Machado, J.; Santos, M.F.. Electronic health record in dermatology service. 2011.
    10.1007/978-3-642-24352-3_17
  104. 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.
  105. Miranda, M.; Machado, J.; Abelha, A.; Neves, J.. Evolutionary intelligence in agent modeling and interoperability. 2011.
    10.1007/978-3-642-19937-0_33
  106. 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.
  107. Peixoto, H.; Machado, J.; Abelha, A.. Interoperability and semantic clinical process. 2010.
  108. Miranda, M.; Machado, J.; Abelha, A.; Pontes, G.; Neves, J.. A step towards medical ethics modeling. 2010.
  109. Novais, P.; Andrade, F.; Machado, J.; Neves, J.. Agents, trust and contracts. 2010.
    10.4018/978-1-61520-975-0.ch012
  110. 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
  111. Marques, A.; Correia, A.; Cerqueira, L.; Machado, J.; Neves, J.. ARCHETYPE-BASED SEMANTIC INTEROPERABILITY IN HEALTHCARE. 2010.
  112. Machado, J.; Miranda, M.; Goncalves, P.; Abelha, A.; Neves, J.; Marques, A.; Gonçalves, P.. AIDATrace - Interoperation Platform for Active Monitoring in Healthcare Environments. 2010.
  113. 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
  114. Machado, J.; Miranda, M.; Pontes, G.; dos Santos, D.; Santos, M.; Abelha, A.; Neves, J.. Intelligent Agents and Medical Moral Dilemmas. 2009.
  115. 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
  116. 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
  117. 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
  118. 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
  119. 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
  120. 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
  121. Neves, J.; Machado, J.; Analide, C.; Abelha, A.; Brito, L.. The halt condition in genetic programming. 2007.
  122. Costa, R.; Neves, J.; Novais, P.; Machado, J.; Lima, L.; Alberto, C.. Intelligent mixed reality for the creation of ambient assisted living. 2007.
  123. Costa, R.; Novais, P.; Machado, J.; Alberto, C.; Neves, J.. Inter-organization cooperation for care of the elderly. 2007.
  124. 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.
  125. Marreiros, G.; Santos, R.; Novais, P.; Machado, J.; Ramos, C.; Neves, J.; Bula-Cruz, J.. Argumentation-based decision making in ambient intelligence environments. 2007.
  126. 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
  127. 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
  128. Andrade, F.; Neves, J.; Novais, P.; Machado, J.; Abelha, A.. Legal security and credibility in agent based virtual enterprises. 2005.
  129. 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.
  130. Andrade, F.; Neves, J.; Novais, P.; Machado, J.. Software agents as legal persons. 2004.
  131. 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
Tese / Dissertação
  1. Machado, José Manuel. "Agentes inteligentes como objectos dum sistema distribuído de realidade virtual". Doutoramento, 2001. http://hdl.handle.net/1822/30.

Outros

Outra produção
  1. Pereira, Luis Moniz; Neves, José; Machado, José Manuel; Santos, Manuel. 2009. 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. http://hdl.handle.net/1822/20750.
  2. Marreiros, Goreti; Ramos, Carlos; Machado, José Manuel; Neves, José; Marreiros, G.; Ramos, C.; Machado, J.; Neves, J.. 2009. 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. http://hdl.handle.net/1822/11293.
    10.1504/IJRIS.2009.028017
  3. Cesar Analide; Paulo Novais; Jos{\'{e}} Machado; Jos{\'{e}} Neves. 2008. Quality of Knowledge in Virtual Entities.
    10.4018/978-1-59904-933-5.ch016
  4. Machado, José Manuel; Alves, Victor; Abelha, António; Neves, José. 2007. 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. http://hdl.handle.net/1822/19013.
  5. Alves, Victor; Neves, José; Machado, José Manuel; Abelha, António. 2005. 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. http://hdl.handle.net/1822/2721.
Atividades

Orientação

Título / Tema
Papel desempenhado
Curso (Tipo)
Instituição / Organização
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
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)
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

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