Manuel Filipe Vieira Torres Santos
Manuel Filipe Vieira Torres Santos-
From 2019 to Present
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At ALGORITMI
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Academic Degree
Dr Habil (Agregação)
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Current Position
Associate Professor with Habilitation (Professor Associado com Agregação) at Escola de Engenharia da Universidade do Minho
Personal E-mail
ORCID
Researcher ID
I-8250-2015
FCT Public Key
J009825zCVtW
DeGóis
8370393269648963
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Read More
Research Group: Intelligent Data Systems (is the coordinator of the group)Research Line: Information Systems and TechnologiesPrincipal ActivitiesCoordinator of the research group Intelligent Data SystemsResearch coordinator of the Department of Information SystemsCoordinator of the Thematic Strand Healthy and Secure People Responsible Investigator of financed projects :ICDS4IM - Suporte Inteligente
Decis o Clinica em Medicina Intensiva, DSAIPA/DS/0084/2018.Local (WP4) – DEM – Deus Ex Machina – Symbiotic technology for societal efficiency gains NORTE-01-0145-FEDER-000026.INTCARE II- Sistema de Apoio à Decisão Inteligente para Medicina Intensiva, iniciado em Junho de 2013, finalizado em Outubro de 2015, FCT - PTDC/EEI-SII/1302/2012.INTCARE - Sistema de Apoio à Decisão Inteligente para Medicina Intensiva, iniciado em Janeiro de 2008, finalizado em Janeiro de 2012, FCT - PTDC/EIA/72819/2006.GRIDCLASS - Learning Classifiers Systems for Grid Data Mining, iniciado em Julho de 2007, finalizado em Maio de 2011, FCT - GRID/GRI/81736/2006.Areas of interestMachine LearningKnowledge Discovery from DatabasesData MiningAgent-based SystemsKnowledge-based SystemsIntelligent Decision Support SystemsPervasive Business IntelligenceAdaptive Business IntelligenceApplication AreasHealthcare, MedicineMarketingEconomyManagement
- TechPaper - An interactive learning information system game.Portela, F.; Correia, J.; Ferreira, B.; Ribeiro, T.; Pinheiro, C.; Costa, V.&semICT4AWE 2018 - Proceedings of the 4th International Conference on Information and Communication Technologies for Ageing Well and e-Health2018
- Iron value classification in patients undergoing continuous ambulatory peritoneal dialysis using data mining.Peixoto, C.; Peixoto, H.; Machado, J.; Abelha, A.; Santos, M.F.ICT4AWE 2018 - Proceedings of the 4th International Conference on Information and Communication Technologies for Ageing Well and e-Health2018
- Towards a pervasive intelligent system on football scouting - A data mining study case.Vilela, T.; Portela, F.; Santos, M.F.Advances in Intelligent Systems and Computing2018
- A regression data mining approach in Lean Production.Bragan?a, R.; Portela, F.; Santos, M.Concurrency Computation2018
ALGORITMI Members
- Step towards a pervasive data system for intensive care medicine.Gon?alves, P.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F&Advances in Intelligent Systems and Computing2018
- An overview of big data architectures in healthcare.Torres, H.; Portela, F.; Santos, M.F.Advances in Intelligent Systems and Computing2018
- Pervasive business intelligence in misericordias – A Portuguese case study.Coelho, D.; Guimar\~aes, T.; Portela, F.; Santos, M.F.; Machado, J.; Abelha&commaCommunications in Computer and Information Science2018
- Data science analysis of healthcare complaints.Correia, C.; Portela, F.; Santos, M.F.; Silva, ?.Advances in Intelligent Systems and Computing2018
- Fourth special issue on knowledge discovery and business intelligence.Cortez, P.; Santos, M.F.Expert Systems2018
- Interoperability in healthcare.Cardoso, L.; Marins, F.; Quintas, C.; Portela, F.; Santos, M.; Abelha, A.; Health Care Delivery and Clinical Science: Concepts, Methodologies, Tools, and Applications2017
- Improving quality of services in maternity care triage system.Abelha, A.; Pereira, E.; Brand\~ao, A.; Portela, F.; Santos, M.F.; Machado,Healthcare Ethics and Training: Concepts, Methodologies, Tools, and Applications2017
- Towards of a Real-time Big Data Architecture to Intensive Care.Gon?alves, A.; Portela, F.; Santos, M.F.; Rua, F.Procedia Computer Science2017
- Patients' admissions in intensive care units: A clustering overview.Ribeiro, A.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.; Rua, F.Information (Switzerland)2017
- Importance of statistics for data mining and data science.Ribeiro, V.; Rocha, A.; Peixoto, R.; Portela, F.; Santos, M.F.Proceedings - 2017 5th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 20172017
- A pervasive business intelligence solution to manage Portuguese misericordia.Coelho, D.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.ICT4AWE 2017 - Proceedings of the 3rd International Conference on Information and Communication Technologies for Ageing Well and e-Health2017
- An online-processing critical patient monitoring system- an interoperability overview.Portela, F.; Miranda, F.; Santos, M.F.; Abelha, A.; Machado, J.Computer Science and Information Systems2017
- Text mining models to predict brain deaths using X-Rays clinical notes.Silva, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2017
- Monitoring time consumption in complementary diagnostic and therapeutic procedure requests.Alpuim, A.; Esteves, M.; Pereira, S.; Santos, M.Health Care Delivery and Clinical Science: Concepts, Methodologies, Tools, and Applications2017
ALGORITMI Members
- Clinical intelligence: A data mining study on corneal transplantation.Carneiro, B.; Peixoto, R.; Portela, F.; Santos, M.F.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2017
- A data warehouse schema to support financial process in local eGov.Costa, A.; Santos, M.F.; Abelha, A.Advances in Intelligent Systems and Computing2017
- Data mining classification models for industrial planning.Bragan?a, R.; Portela, F.; Vale, A.; Guimar\~aes, T.; Santos, M.Communications in Computer and Information Science2017
- Pervasiveness in digital marketing – A global overview.Carvalhosa, P.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.Advances in Intelligent Systems and Computing2017
- Towards an intelligent systems to predict nosocomial infections in intensive care.Oliveira, D.; Portela, F.; Santos, M.; Rua, F.Proceedings - 2017 5th International Conference on Future Internet of Things and Cloud Workshops, W-FiCloud 20172017
- Categorize readmitted patients in intensive medicine by means of clustering data mining.Veloso, R.; Portela, F.; Santos, M.F.; Machado, J.; Da Silva Abelha, A.; Rua, F&International Journal of E-Health and Medical Communications2017
- Clinical Intelligence: A study on Corneal Transplantation.Carneiro, B.; Portela, F.; Abelha, A.; Santos, M.F.Procedia Computer Science2017
- An ontology for mapping cerebral death.Silva, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.Advances in Intelligent Systems and Computing2017
- Third special issue on knowledge discovery and business intelligence.Cortez, P.; Santos, M.F.Expert Systems2017
- Predicting Resurgery in Intensive Care - A data Mining Approach.Peixoto, R.; Ribeiro, L.; Portela, F.; Filipe Santos, M.; Rua, F.Procedia Computer Science2017
- Regression models for lean production.Bragan?a, R.; Portela, F.; Santos, M.Advances in Intelligent Systems and Computing2017
- Good practices in Local Government - A first overview of Portuguese reality.Carvalhosa, P.; Portela, F.; Machado, J.; Santos, M.F.; Abelha, A.IOP Conference Series: Materials Science and Engineering2017
- Towards an intelligent system for monitoring health complaints.Oliveira, A.; Portela, F.; Santos, M.F.; Neves, J.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016
- A benchmarking analysis of open-source business intelligence tools in healthcare environments.Brand\~ao, A.; Pereira, E.; Esteves, M.; Portela, F.; Santos, M.F.; Abelha,Information (Switzerland)2016
- A case-based approach to nosocomial infection detection.Faria, R.; Vicente, H.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016
- Monitoring time consumption in complementary diagnostic and therapeutic procedure requests.Alpuim, A.; Esteves, M.; Pereira, S.; Santos, M.Applying Business Intelligence to Clinical and Healthcare Organizations2016
- Screening a case base for stroke disease detection.Neves, J.; Gon?alves, N.; Oliveira, R.; Gomes, S.; Neves, J.; Macedo, J.&aLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016
- Towards a pervasive data mining engine - Architecture overview.Peixoto, R.; Portela, F.; Santos, M.F.Advances in Intelligent Systems and Computing2016
- Real-time models to predict the use of vasopressors in monitored patients.Braga, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, ?&amLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016
- Intelligent Systems and Applications in Healthcare (ISAHealth 2016 ) Preface.Machado, J.; Abelha, A.; Santos, M.F.; Portela, F.Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics2016
- Resurgery Clusters in Intensive Medicine.Peixoto, R.; Portela, F.; Pinto, F.; Santos, M.F.; Machado, J.; Abelha, A&periodProcedia Computer Science2016
- Pervasive patient timeline for intensive care units.Braga, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?&amAdvances in Intelligent Systems and Computing2016
- Prediction of length of hospital stay in preterm infants a case-based reasoning view.Coimbra, A.; Vicente, H.; Abelha, A.; Filipe Santos, M.; Machado, J.; Neves, J.&Smart Innovation, Systems and Technologies2016
- Nosocomial infection prediction using data mining technologies.Silva, E.; Cardoso, L.; Faria, R.; Santos, M.Applying Business Intelligence to Clinical and Healthcare Organizations2016
ALGORITMI Members
- Clustering data mining models to identify patterns in weaning patient failures.Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?International Journal of Biology and Biomedical Engineering2016
- Waiting time screening in diagnostic medical imaging – A case-based view.Esteves, M.; Vicente, H.; Gomes, S.; Abelha, A.; Santos, M.F.; Machado, J&periodLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016
- A case based approach to assess waiting time prediction at an intensive care unity.Quintas, A.; Vicente, H.; Novais, P.; Abelha, A.; Santos, M.F.; Machado, J&perioAdvances in Intelligent Systems and Computing2016
- Pervasive decision support to predict football corners and goals by means of data mining.Gomes, J.; Portela, F.; Santos, M.F.Advances in Intelligent Systems and Computing2016
- Towards of automatically detecting brain death patterns through text mining.Silva, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics2016
- Optimization techniques to detect early ventilation extubation in intensive care units.Oliveira, P.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?Advances in Intelligent Systems and Computing2016
- Critical events in mechanically ventilated patients.Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?.; Rua, F&Advances in Intelligent Systems and Computing2016
- Predicting pre-triage waiting time in a maternity emergency room through data mining.Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2016
- Towards of a Business Intelligence Platform to Portuguese Misericórdias.Coelho, D.; Miranda, J.; Portela, F.; Machado, J.; Santos, M.F.; Abelha, A&perioProcedia Computer Science2016
- Data mining to predict the use of vasopressors in intensive medicine patients.Braga, A.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.; Silva, ?&amJurnal Teknologi2016
- Predicting triage waiting time in maternity emergency care by means of data mining.Pereira, S.; Torres, L.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A&perioAdvances in Intelligent Systems and Computing2016
- Pervasive Business Intelligence: A New Trend in Critical Healthcare.Pereira, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.Procedia Computer Science2016
- Why Big Data? Towards a Project Assessment Framework.Portela, F.; Lima, L.; Santos, M.F.Procedia Computer Science2016
- Patients' admissions in intensive care units: A clustering overview.Ribeiro, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics2016
- Pervasive adaptive data acquisition gateway for critical healthcare.Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.Advances in Intelligent Systems and Computing2016
- Real-time decision support using data mining to predict blood pressure critical events in intensive medicine patients.Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Rua, F.; Silva, ?&Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
- Predicting 2-way football results by means of data mining.Gomes, J.; Portela, F.; Santos, M.F.; Abelha, A.; MaChado, J.29th Annual European Simulation and Modelling Conference 2015, ESM 20152015
- Astronomical symbolism in Bronze-Age and Iron-Age rock art.Quintela, M.V.G.; Santos-Est\'evez, M.Handbook of Archaeoastronomy and Ethnoastronomy2015
ALGORITMI Members
- An overview of the quality of service in bluetooth communications in healthcare.Pereira, A.; Pereira, E.; Silva, E.; Guimar\~aes, T.; Portela, F.; Santos, M&perioAdvances in Intelligent Systems and Computing2015
- Information systems assessment in pathologic anatomy service.Novo, A.; Duarte, J.; Portela, F.; Abelha, A.; Santos, M.F.; Machado, J.Advances in Intelligent Systems and Computing2015
- Clustering barotrauma patients in ICU–A data mining based approach using ventilator variables.Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
- Improving quality of services in maternity care triage system.Abelha, A.; Pereira, E.; Brand\~ao, A.; Portela, F.; Santos, M.F.; Machado,International Journal of E-Health and Medical Communications2015
- Recent advances on knowledge discovery and business intelligence.Cortez, P.; Santos, M.F.Expert Systems2015
- Towards an ontology for health complaints management.Oliveira, A.; Portela, F.; Machado, J.; Abelha, A.; Neves, J.M.; Vaz, S.&IC3K 2015 - Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management2015
- Predicting Type of Delivery by Identification of Obstetric Risk Factors through Data Mining.Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.Procedia Computer Science2015
- Decision support in E-government – a pervasive business intelligence approach case study in a local government.Teixeira, R.; Afonso, F.; Oliveira, B.; Machado, J.; Abelha, A.; Santos, M.F&perAdvances in Intelligent Systems and Computing2015
- Step towards of a homemade business intelligence solution - A case study in textile industry.Carvalho, S.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.Advances in Intelligent Systems and Computing2015
- Clustering-based approach for categorizing pregnant women in obstetrics and maternity care.Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.ACM International Conference Proceeding Series2015
- A real-time intelligent system for tracking patient condition.Portela, F.; Oliveira, S.; Santos, M.; Machado, J.; Abelha, A.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
- Real-time Business Intelligence platform to maternity care.Brand\~ao, A.; Pereira, E.; Portela, F.; Santos, M.; Abelha, A.; Machado, J&periodIECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet"2015
- Pervasive business intelligence platform to improve the quality of decision process in primary and secondary education – a portuguese case study.Ferreira, A.; Portela, F.; Santos, M.F.Advances in Intelligent Systems and Computing2015
- Preventing patient cardiac arrhythmias by using data mining techniques.Portela, F.; Filipe Santos, M.; Silva, A.; Rua, F.; Abelha, A.; Machado, J.IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet"2015
- Predicting plateau pressure in intensive medicine for ventilated patients.Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?Advances in Intelligent Systems and Computing2015
- Predicting the risk associated to pregnancy using Data Mining.Brand\~ao, A.; Pereira, E.; Portela, F.; Santos, M.; Abelha, A.; Machado, J&periodICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, Proceedings2015
- Using domain knowledge to improve intelligent decision support in intensive medicine: A study of bacteriological infections.Veloso, R.; Portela, F.; Santos, M.F.; Silva, ?.; Rua, F.; Abelha, A&pICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, Proceedings2015
- Predicting nosocomial infection by using data mining technologies.Silva, E.; Cardoso, L.; Portela, F.; Abelha, A.; Santos, M.F.; Machado, J&periodAdvances in Intelligent Systems and Computing2015
- Step Towards a Patient Timeline in Intensive Care Units.Braga, A.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?&amProcedia Computer Science2015
- Improving quality of medical service with mobile health software.Pereira, A.; Marins, F.; Rodrigues, B.; Portela, F.; Santos, M.F.; Machado, J&peProcedia Computer Science2015
- Step towards Multiplatform Framework for supporting Pediatric and Neonatology Care Unit decision process.Guimar\~aes, T.; Coimbra, C.; Portela, F.; Santos, M.F.; Machado, J.; Abelha&commProcedia Computer Science2015
- Big data for stock market by means of mining techniques.Lima, L.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J.Advances in Intelligent Systems and Computing2015
- Predicting preterm birth in maternity care by means of data mining.Pereira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
- Predict hourly patient discharge probability in intensive care units using Data Mining.Portela, F.; Veloso, R.; Oliveira, O.; Santos, M.F.; Abelha, A.; Machado, J&periIndian Journal of Science and Technology2015
- Intelligent Decision Support to Predict Patient Barotrauma Risk in Intensive Care Units.Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?Procedia Computer Science2015
- Integration of data mining in business intelligence systems.Azevedo, A.; Santos, M.F.Integration of Data Mining in Business Intelligence Systems2014
ALGORITMI Members
- Interoperability in healthcare.Cardoso, L.; Marins, F.; Quintas, C.; Portela, F.; Santos, M.F.; Abelha, A&perioCloud Computing Applications for Quality Health Care Delivery2014
- Business intelligence and nosocomial infection decision making.Silva, E.; Alpuim, A.; Cardoso, L.; Marins, F.; Quintas, C.; Portela, C.F&periodIntegration of Data Mining in Business Intelligence Systems2014
- Extending a patient monitoring system with identification and localisation.Marins, F.; Rodrigues, R.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.IEEE International Conference on Industrial Engineering and Engineering Management2014
- A preventive action management platform in healthcare information systems.Peixoto, H.; Abelha, A.; Santos, M.; Machado, J.Open Source Technology: Concepts, Methodologies, Tools, and Applications2014
- Business intelligence to improve the quality of local government services: Case-study in a local government town hall.Teixeira, R.; Afonso, F.; Oliveira, B.; Portela, F.; Santos, M.F.KMIS 2014 - Proceedings of the International Conference on Knowledge Management and Information Sharing2014
- Knowledge acquisition process for intelligent decision support in critical health care.Portela, F.; Cabral, A.; Abelha, A.; Salazar, M.; Quintas, C.; Machado, J.;Healthcare Administration: Concepts, Methodologies, Tools, and Applications2014
- Real-time predictive analytics for sepsis level and therapeutic plans in intensive care medicine.Gon?alves, J.M.C.; Portela, F.; Santos, M.F.; Silva, ?.; Machado, J&International Journal of Healthcare Information Systems and Informatics2014
- Simulating a multi-level priority triage system for maternity emergency.Abelha, A.; Pereira, E.; Brand\~ao, A.; Portela, F.; Santos, M.; Machado, J&periodModelling and Simulation 2014 - European Simulation and Modelling Conference, ESM 20142014
- A pervasive intelligent system for scoring MEWS and TISS-28 in intensive care.Portela, F.; Santos, M.F.; Silva, ?.; Machado, J.; Abelha, A.; Rua, F&IFMBE Proceedings2014
- Pervasive and intelligent decision support in intensive medicine - The complete picture.Portela, F.; Santos, M.F.; MacHado, J.; Abelha, A.; Silva, ?.; Rua, F&Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2014
- University application process - decision support models.Silva, J.P.; Portela, F.; Santos, M.F.Advances in Intelligent Systems and Computing2014
- cImproving high availability and reliability of health interoperability systems.Marins, F.; Cardoso, L.; Portela, F.; Santos, M.F.; Abelha, A.; Machado, J&perioAdvances in Intelligent Systems and Computing2014
ALGORITMI Members
- Stand-Alone electronic health record.Duarte, J.; Pontes, G.; Salazar, M.; Santos, M.; Abelha, A.; Machado, J.IEEE International Conference on Industrial Engineering and Engineering Management2014
- Pre-triage decision support improvement in maternity care by means of data mining.Pereira, E.; Brand\~ao, A.; Salazar, M.; Portela, C.F.; Santos, M.F.; MachIntegration of Data Mining in Business Intelligence Systems2014
- The next generation of interoperability agents in healthcare.Cardoso, L.; Marins, F.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.International Journal of Environmental Research and Public Health2014
- An intelligent approach for open clinical laboratory results in Intensive Care medicine.Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, A.; Rua, F.IEEE International Conference on Industrial Engineering and Engineering Management2014
- Real-time data mining models for predicting length of stay in Intensive Care Units.Veloso, R.; Portela, F.; Santos, M.F.; Silva, ?.; Rua, F.; Abelha, A&pKMIS 2014 - Proceedings of the International Conference on Knowledge Management and Information Sharing2014
- Business intelligence in maternity care.Pereira, E.; Brand\"oo, A.; Portela, C.F.; Santos, M.F.; Machado, J.;ACM International Conference Proceeding Series2014
- A multi-agent platform for hospital interoperability.Cardoso, L.; Marins, F.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.Advances in Intelligent Systems and Computing2014
- Predictive models for hospital bed management using data mining techniques.Oliveira, S.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.Advances in Intelligent Systems and Computing2014
- Data mining models to predict patient's readmission in intensive care units.Braga, P.; Portela, F.; Santos, M.F.; Rua, F.ICAART 2014 - Proceedings of the 6th International Conference on Agents and Artificial Intelligence2014
- Grid data mining strategies for outcome prediction in distributed intensive care units.Santos, M.F.; Portela, F.; Miranda, M.; Machado, J.; Abelha, A.; Silva, A&periodInformation Systems and Technologies for Enhancing Health and Social Care2013
- Implementing a pervasive real-time intelligent system for tracking critical events with intensive care patients.Portela, F.; Gago, P.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?&International Journal of Healthcare Information Systems and Informatics2013
- Step towards paper free hospital through electronic health record.Salazar, M.; Duarte, J.; Pereira, R.; Portela, F.; Santos, M.F.; Abelha, A&perioAdvances in Intelligent Systems and Computing2013
- Process mining: A framework proposal for pervasive business intelligence.Guarda, T.; Santos, M.F.; Augusto, M.F.; Silva, C.; Pinto, F.Iberian Conference on Information Systems and Technologies, CISTI2013
- Intelligent information system to tracking patients in intensive care units.Marins, F.; Cardoso, L.; Portela, F.; Santos, M.; Abelha, A.; Machado, J.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2013
- Pervasive information systems to intensive care medicine: Technology acceptance model.Aguiar, J.; Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?&aICEIS 2013 - Proceedings of the 15th International Conference on Enterprise Information Systems2013
- Data mining for real-time Intelligent Decision Support System in intensive care medicine.Portela, F.; Santos, M.F.; Silva, ?.; Machado, J.; Abelha, A.; Rua, F&ICAART 2013 - Proceedings of the 5th International Conference on Agents and Artificial Intelligence2013
- A pervasive approach to a real-time intelligent decision support system in intensive medicine.Portela, F.; Santos, M.F.; Vilas-Boas, M.Communications in Computer and Information Science2013
- Knowledge acquisition process for intelligent decision support in critical health care.Portela, F.; Cabral, A.; Abelha, A.; Salazar, M.; Quintas, C.; Machado, J.;Information Systems and Technologies for Enhancing Health and Social Care2013
- A decision support system for portuguese higher education course selection -First round.Silva, J.P.; Portela, F.; Santos, M.F.IC3K 2013; KDIR 2013 - 5th International Conference on Knowledge Discovery and Information Retrieval and KMIS 2013 - 5th International Conference on Knowledge Management and Information Sharing, Proc.2013
- Modeling intelligent agents to integrate a patient monitoring system.Pontes, G.; Portela, C.F.; Rodrigues, R.; Santos, M.F.; Neves, J.; Abelha&commaAdvances in Intelligent Systems and Computing2013
- Pervasive intelligent decision support system - Technology acceptance in Intensive Care Units.Portela, F.; Aguiar, J.; Santos, M.F.; Silva, ?.; Rua, F.Advances in Intelligent Systems and Computing2013
- Extending QMBE language with clustering.Azevedo, A.; Santos, M.F.International Journal of Decision Support System Technology2013
ALGORITMI Members
- Predict sepsis level in intensive medicine - Data mining approach.Gon?alves, J.M.C.; Portela, F.; Santos, M.F.; Silva, ?.; Machado, J&Advances in Intelligent Systems and Computing2013
- Pervasive and intelligent decision support in critical health care using ensembles.Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Silva, ?.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2013
- Pervasive Ensemble Data Mining Models to Predict Organ Failure and Patient Outcome in Intensive Medicine.Portela, F.; Santos, M.F.; Silva, ?.; Abelha, A.; Machado, J.Communications in Computer and Information Science2013
- Usability of an electronic health record.Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Abelha, A.; Machado, J.IEEE International Conference on Industrial Engineering and Engineering Management2012
- Data mining predictive models for pervasive intelligent decision support in intensive care medicine.Portela, F.; Pinto, F.; Santos, M.F.KMIS 2012 - Proceedings of the International Conference on Knowledge Management and Information Sharing2012
- Intelligence in interoperability with AIDA.Peixoto, H.; Santos, M.; Abelha, A.; Machado, J.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2012
- Step towards fault forecasting in hospital information systems.Silva, P.; Quintas, C.; Santos, M.; Abelha, A.; Machado, J.2012 5th International Conference on Biomedical Engineering and Informatics, BMEI 20122012
- Hospital database workload and fault forecasting.Silva, P.; Quintas, C.; Duarte, J.; Santos, M.; Neves, J.; Abelha, A.; MacH2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 20122012
- Usability evaluation of Electronic Health Record.Pereira, R.; Duarte, J.; Salazar, M.; Santos, M.; Neves, J.; Abelha, A.; Ma2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, IECBES 20122012
- Intelligent data acquisition and scoring system for intensive medicine.Portela, F.; Santos, M.F.; Machado, J.; Silva, ?.; Rua, F.; Abelha, A&Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2012
- An intelligent patient monitoring system.Rodrigues, R.; Gon?alves, P.; Miranda, M.; Portela, C.; Santos, M.; Neves, J&periLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2012
- Intelligent systems based in hospital database malfunction scenarios.Silva, P.; Quintas, C.; Goncalves, P.; Pontes, G.; Santos, M.; Abelha, A.; IEEE International Conference on Industrial Engineering and Engineering Management2012
- Monitoring intelligent system for the Intensive Care Unit using RFID and multi-agent systems.Rodrigues, R.; Gon?alves, P.; Miranda, M.; Portela, F.; Santos, M.; Neves, J&periIEEE International Conference on Industrial Engineering and Engineering Management2012
- Intelligent decision support in intensive care - Towards technology acceptance.Portela, F.; Santos, M.F.; Machado, J.; Abelha, A.; Neves, J.; Silva, A.&ESM 2012 - 2012 European Simulation and Modelling Conference: Modelling and Simulation 20122012
- AASYS - Appointment alert system: An open-source-based software to improve show rates in a health care unit.Peixoto, H.; MacHado, J.; Abelha, A.; Neves, J.; Correia, A.; Santos, M.F&periodESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 20112011
- INTCARE: Multi-agent approach for real-time intelligent decision support in intensive medicine.Santos, M.F.; Portela, F.; Vilas-Boas, M.ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence2011
- Developing virtual actors inspired by real actors' practice.Da Silva, R.E.; Dos Santos, M.F.; Iurgel, I.A.Proceedings - Workshop on Digital Media and Digital Content Management, DMDCM 20112011
ALGORITMI Members
- Data acquisition process for an intelligent decision support in gynecology and obstetrics emergency triage.Cabral, A.; Pina, C.; Machado, H.; Abelha, A.; Salazar, M.; Quintas, C.; PoCommunications in Computer and Information Science2011
- Towards intelligent drug electronic prescription.Duarte, J.; Neves, J.; Cabral, A.; Gomes, M.; Marques, V.; Santos, M.F.&aESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 20112011
- Grid data mining for outcome prediction in intensive care medicine.Santos, M.F.; Mathew, W.; Portela, C.F.Communications in Computer and Information Science2011
- Improvements in data quality for decision support in intensive care.Portela, F.; Vilas-Boas, M.; Santos, M.F.Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering2011
- Enabling real-time intelligent decision support in intensive care.Portela, F.; Santos, M.F.; Gago, P.; Silva, A.; Rua, F.; Abelha, A.&sESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 20112011
- Service oriented grid computing architecture for distributed learning classifier systems.Santos, M.; Mathew, W.; Pinto, F.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2011
ALGORITMI Members
- Knowledge discovery for pervasive and real-time Intelligent Decision Support in intensive care medicine.Portela, F.; Gago, P.; Santos, M.F.; Silva, A.; Rua, F.; MacHado, J.&KMIS 2011 - Proceedings of the International Conference on Knowledge Management and Information Sharing2011
- Grid data mining by means of learning classifier systems and distributed model induction.Santos, M.F.; Mathew, W.; Santos, H.D.2011
- Electronic health record in dermatology service.Duarte, J.; Portela, C.F.; Abelha, A.; Machado, J.; Santos, M.F.Communications in Computer and Information Science2011
- Understanding virtual actors.Da Silva, R.E.; Iurgel, I.A.; Dos Santos, M.F.; Branco, P.; Zagalo, N.Proceedings - 2010 Brazilian Symposium on Games and Digital Entertainment, SBGames 20102011
- Enabling a pervasive approach for intelligent decision support in critical health care.Portela, C.F.; Santos, M.F.; Silva, ?.; Machado, J.; Abelha, A.Communications in Computer and Information Science2011
- Enabling ubiquitous Data Mining in intensive care: Features selection and data pre-processing.Santos, M.; Portela, F.ICEIS 2011 - Proceedings of the 13th International Conference on Enterprise Information Systems2011
- New models for strength and deformability parameter calculation in rock masses using data-mining techniques.Miranda, T.; Correia, A.G.; Santos, M.; Ribeiro e Sousa, L.; Cortez, P.International Journal of Geomechanics2010
- Operating Room Information Systems adoption by Portuguese clinical users.Santos, M.F.; Gomes, L.WSEAS Transactions on Communications2010
ALGORITMI Members
- Modelling intelligent behaviours in multi-agent based HL7 services.Miranda, M.; Pontes, G.; Gon?alves, P.; Peixoto, H.; Santos, M.; Abelha, A&periodStudies in Computational Intelligence2010
- Gridclass TK- Toolkit for grid learning classifier systems.Santos, M.F.; Mathew, W.; Santos, H.European Conference of Systems, ECS'10, European Conference of Circuits Technology and Devices, ECCTD'10, European Conference of Communications, ECCOM'10, ECCS'102010
ALGORITMI Members
- Data quality evaluation of electronic health records in the hospital admission process.Duarte, J.; Salazar, M.; Quintas, C.; Santos, M.; Neves, J.; Abelha, A.; MaProceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 20102010
- Electronic health records in the emergency room.Portela, F.; Vilas-Boas, M.; Santos, M.F.; Abelha, A.; Machado, J.; Cabral, A&peProceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 20102010
- Real-time prediction of organ failure and outcome in intensive medicine.Boas, M.V.; Santos, M.F.; Portela, F.; Silva, A.; Rua, F.Proceedings of the 5th Iberian Conference on Information Systems and Technologies, CISTI 20102010
- Towards virtual actors for acting out stories.Iurgel, I.A.; Da Silva, R.E.; Dos Santos, M.F.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2010
ALGORITMI Members
- A study on impact factors of the adoption of Information Systems in the Operating Room.Santos, M.F.; Gomes, L.International Conference on Computers - Proceedings2010
ALGORITMI Members
- Hourly prediction of organ failure and outcome in intensive care based on data mining techniques.Vilas-Boas, M.; Santos, M.F.; Portela, F.; Silva, ?.; Rua, F.ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems2010
- Real-time intelligent decision support in intensive medicine.Portela, F.; Santos, M.; Vilas-Boas, M.; R\'ua, F.; Silva, A.; Neves, J&periodKMIS 2010 - Proceedings of the International Conference on Knowledge Management and Information Sharing2010
- Evaluating hybrid ensembles for intelligent decision support for intensive care.Gago, P.; Santos, M.F.Studies in Computational Intelligence2009
- Closed loop knowledge discovery for decision support in intensive care medicine.Gago, P.; Santos, M.F.Proceedings of the 13th WSEAS International Conference on Computers - Held as part of the 13th WSEAS CSCC Multiconference2009
- Agent-based group decision support in medicine.Duarte, J.; Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.; AlProceedings of the 2009 International Conference on Artificial Intelligence, ICAI 20092009
- Considering application domain ontologies for data mining.Pinto, F.M.; Santos, M.F.WSEAS Transactions on Information Science and Applications2009
- Database marketing intelligence supported by ontologies.Pinto, F.; Santos, M.F.; Marques, A.WSEAS Transactions on Business and Economics2009
- Ontology-supported database marketing.Pinto, F.M.; Marques, A.; Santos, M.F.Journal of Database Marketing and Customer Strategy Management2009
ALGORITMI Members
- CREACTOR - An authoring framework for virtual actors.Iurgel, I.A.; Da Silva, R.E.; Ribeiro, P.R.; Soares, A.B.; Dos Santos, M&periLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2009
ALGORITMI Members
- Ontological assistance for knowledge discovery in databases process.Pinto, F.M.; Santos, M.F.Proceedings of the 13th WSEAS International Conference on Computers - Held as part of the 13th WSEAS CSCC Multiconference2009
- An agent-based architecture for cancer staging.Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.ICEIS 2009 - 11th International Conference on Enterprise Information Systems, Proceedings2009
- Database marketing process supported by ontologies: System architecture proposal.Pinto, F.M.; Marques, A.; Santos, M.F.ICEIS 2009 - 11th International Conference on Enterprise Information Systems, Proceedings2009
- A group decision support system for staging of cancer.Miranda, M.; Abelha, A.; Santos, M.; Machado, J.; Neves, J.Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering2009
- Marketing database knowledge extraction - Towards a domain ontology.Pinto, F.M.; Gago, P.; Santos, M.F.Proceedings - 2009 International Conference on Intelligent Engineering Systems, INES 20092009
- Adaptive knowledge discovery for decision support in intensive care units.Gago, P.; Santos, M.F.WSEAS Transactions on Computers2009
- INTCare: On-line knowledge discovery in the intensive care unit.Gago, P.; Fernandes, C.; Pinto, F.; Santos, M.F.Proceedings - 2009 International Conference on Intelligent Engineering Systems, INES 20092009
- Personalization of information delivery based on web mining and DNA classification.Santos, M.; Amado, J.WIT Transactions on Information and Communication Technologies2009
ALGORITMI Members
- A Grid Data Mining architecture for Learning Classifier Systems.Santos, M.F.; Matthew, W.; Kovacs, T.; Santos, H.2009
- Business intelligence: State of the art, trends, and open issues.Azevedo, A.; Santos, M.F.KMIS 2009 - 1st International Conference on Knowledge Management and Information Sharing, Proceedings2009
- An architecture for an effective usage of data mining in business intelligence systems.Azevedo, A.; Santos, M.F.Knowledge Management and Innovation in Advancing Economies: Analyses and Solutions - Proceedings of the 13th International Business Information Management Association Conference, IBIMA 20092009
ALGORITMI Members
- Information architecture for intelligent decision support in intensive medicine.Santos, M.F.; Portela, F.; Vilas-Boas, M.; Machado, J.; Abelha, A.; Neves, J&perWSEAS Transactions on Computers2009
- Customer insights from transactional database: Database marketing case.Pinto, F.; Marques, A.A.; Santos, M.F.MCCSIS'08 - IADIS Multi Conference on Computer Science and Information Systems; Proceedings of Informatics 2008 and Data Mining 20082008
- An intelligent decision support system for bridge safety assessment based on Data Mining models.Santos, M.F.; Quintela, H.; Cortez, P.; Almeida, J.O.WIT Transactions on Information and Communication Technologies2008
- KDD, semma and CRISP-DM: A parallel overview.Azevedo, A.; Santos, M.F.MCCSIS'08 - IADIS Multi Conference on Computer Science and Information Systems; Proceedings of Informatics 2008 and Data Mining 20082008
- Holocene fire history of black colluvial soils revealed by pyrolysis-GC/MS: a case study from Campo Lameiro (NW Spain).Kaal, J.; Mart\'inez Cortizas, A.; Eckmeier, E.; Costa Casais, M.; Santos Est\'evez, M.&Journal of Archaeological Science2008
ALGORITMI Members
- Rating organ failure via adverse events using data mining in the intensive care unit.Silva, A.; Cortez, P.; Santos, M.F.; Gomes, L.; Neves, J.Artificial Intelligence in Medicine2008
- Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics: Preface.Neves, J.; Santos, M.; Machado, J.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2007
- Alternative models for the calculation of the RMR and Q indexes for granite rock masses.Miranda, T.; Gomes Correia, A.; Nogueira, I.; Santos, M.F.; Cortez, P.; Ribeiro E Sousa&coApplications of Computational Mechanics in Geotechnical Engineering - Proceedings of the 5th International Workshop on Applications of Computational Mechanics in Geotechnical Engineering2007
- Adaptive decision support for intensive care.Gago, P.; Silva, ?.; Santos, M.F.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2007
- Real-time intelligent decision support system for bridges structures behavior prediction.Qu\'intela, H.; Santos, M.F.; Cortez, P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2007
- Ambient intelligence and simulation in health care virtual scenarios.Abelha, A.; Analide, C.; Machado, J.; Neves, J.; Santos, M.; Novais, P.IFIP International Federation for Information Processing2007
- Knowledge discovery in databases as support in business intelligence activities - Application in the water distribution area,Desscoberta de conhecimento em bases de dados como suporte a actividades de business intelligence - Aplicaç&a.Teixeira, C.J.S.; Santos, M.F.CISTI 2006 - Actas da 1a Conferencia Iberica de Sistemas e Tecnologias de Informacao2006
ALGORITMI Members
- Mortality assessment in intensive care units via adverse events using artificial neural networks.Silva, A.; Cortez, P.; Santos, M.F.; Gomes, L.; Neves, J.Artificial Intelligence in Medicine2006
- Data mining as a new paradigm for business intelligence in database marketing projects.Pinto, F.; Gago, P.; Santos, M.F.ICEIS 2006 - 8th International Conference on Enterprise Information Systems, Proceedings2006
- Strength of corroded tapered plate girders under pure shear.Cruz, P.J.S.; Lourenco, L.; Santos, M.; Quintela, H.; Cortez, P.Proceedings of the 3rd International Conference on Bridge Maintenance, Safety and Management - Bridge Maintenance, Safety, Management, Life-Cycle Performance and Cost2006
- Corporate bankruptcy prediction using data mining techniques.Santos, M.F.; Cortez, P.; Pereira, J.; Quintela, H.WIT Transactions on Information and Communication Technologies2006
- Ambient intelligence in medicine.Machado, J.; Abelha, A.; Neves, J.; Santos, M.IEEE 2006 Biomedical Circuits and Systems Conference Healthcare Technology, BioCAS 20062006
- A cluster framework FOR Data Mining models an application to intensive medicine.Santos, M.; Pereira, J.; Silva, ?.ICEIS 2005 - Proceedings of the 7th International Conference on Enterprise Information Systems2005
ALGORITMI Members
- INTCare: A knowledge discovery based intelligent decision support system for intensive care medicine.Gago, P.; Santos, M.F.; Silva, A.; Cortez, P.; Neves, J.; Gomes, L.Journal of Decision Systems2005
- Multiple organ failure diagnosis using adverse events and neural networks.Silva, ?.; Cortez, P.; Santos, M.; Gomes, L.; Neves, J.ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems2004
- 2003
ALGORITMI Members
- Forecasting of the ultimate resistance of steel beams subjected to concentrated loads using data mining techniques.Santos, M.F.; Quintela, H.; Cruz, P.Management Information Systems2003
ALGORITMI Members
- Augmented Data Mining over clinical databases using Learning Classifier Systems.Santos, M.F.; Neves, J.; Abelha, A.; Silva, A.M.; Rua, F.ICEIS 2002 - Proceedings of the 4th International Conference on Enterprise Information Systems2002
- The inventive power of Learning Classifier Systems: A contribution to Data Mining.Santos, M.F.; Neves, J.; Alves, V.Management Information Systems2002
- Agents and classifiers: A Transaction Logic approach.Santos, Manuel; Neves, Jose; Belo, OrlandoInternational Conference on Knowledge-Based Intelligent Electronic Systems, Proceedings, KES1998
From 2017 to 2018
At ALGORITMIAcademic DegreeDr Habil (Agregação)PositionAssociate Professor with Habilitation (Professor Associado com Agregação) at Escola de Engenharia da Universidade do MinhoFrom 2010 to 2016
At ALGORITMIAcademic DegreePhD (Doutoramento)PositionAssociate Professor with Habilitation (Professor Associado com Agregação) at Escola de Engenharia da Universidade do Minho
| Year | Supervision | Co-Supervision |
|---|---|---|
| 2017 |
| |
| 2015 |
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