Manuel Filipe Vieira Torres Santos
Manuel Filipe Vieira Torres Santos-
From 2017 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
- 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
- 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
- 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
- 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
- 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
- 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
- Deer and Horses in Atlantic Rock Art: A Structural Analysis of Iconography in the Landscape.Santos-Est\'evez, M.Time and Mind2015
ALGORITMI Members
- 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
- 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
- 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
- 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
- GridclassTK- 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
- 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
- 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
- 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
- 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
- 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&.Teixeira, C.J.S.; Santos, M.F.CISTI 2006 - Actas da 1a Conferencia Iberica de Sistemas e Tecnologias de Informacao2006
ALGORITMI Members
- 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 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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