Publications:

Journals

  1. Filipe Portela, Filipe Miranda, Manuel Filipe Santos, António Abelha and José Machado. An Online-Processing Critical Patient Monitoring System - An Interoperability Overview. Comsis - Computer Science and Information Systems. Volume 14, No. 2, pp. 491–515. ISSN: 1820-0214. ComSIS Consortium. (2017).

  2. Patrícia Loreto, Hugo Peixoto, Filipe Portela, Júlio Duarted, José Machado and António Abelha. Predicting Low Birth Weight Babies through Data Mining. Health and Primary Care (HPC). OAtex Journal. (2017). (accepted for publication).

  3. Brian Carneiro, Filipe Portela, António Abelha and Manuel Filipe Santos. Clinical Intelligence: A study on Corneal Transplantation . Procedia Computer Science - ACAI@CENTERIS 2017 - Applied Computational and Artificial Intelligence. ISSN: 1877-0509 . Elsevier. (2017). (accepted for publication).

  4. Ricardo Peixoto, Lisete Ribeiro, Filipe Portela, Manuel Filipe Santos and Fernando Rua Martins. Predicting Resurgery in Intensive Care - A data Mining Approach. Procedia Computer Science - ICTH 2017 - International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare. pp. 577-584. ISSN: 1877-0509 . Elsevier. (2017).

  5. André Gonçalves, Filipe Portela and Manuel Filipe Santos. Towards of a Real-time Big Data Architecture to Intensive Care. Procedia Computer Science - ICTH 2017 - International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare. pp. 585-590. ISSN: 1877-0509 . Elsevier. (2017).

  6. Ana Ribeiro, Filipe Portela, Manuel Santos, António Abelha, José Machado and Fernando Rua. Patients’ Admissions in Intensive Care Units: A Clustering Overview. Information. Volume 8, Issue 1. ISSN: 2078-2489. MDPI. (2017).

  7. Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha and Fernando Rua Martins. Data Quality and Critical Events in Ventilation - An Intensive Care study. International Journal of Reliable and Quality E-Healthcare (IJRQEH). Volume 6, Issue 2, pp 40-48. ISSN: 2160-9551. IGI Global. (2017).

  8. André Braga, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua Martins. Applied Pervasive Patient Timeline in Intensive Care Units. International Journal of Reliable and Quality E-Healthcare (IJRQEH). Volume 6, Issue 2, pp 17-28. ISSN: 2160-9551. IGI Global. (2017).

  9. Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua Martins. Step towards Pervasive Technology Assessment in Intensive Medicine. International Journal of Reliable and Quality E-Healthcare (IJRQEH). Volume 6, Issue 2, pp 1-16. ISSN: 2160-9551. IGI Global. (2017).

  10. Rui Veloso, Filipe Portela, Manuel Filipe Santos, Álvaro Silva, Fernando Rua, António Abelha, José Machado . Categorize readmitted patients in Intensive Medicine by means of Clustering Data Mining. International Journal of E-Health and Medical Communications (IJEHMC) . Volume 8, Issue 3. ISSN: 1947-315X. IGI Global. (2017).

  11. Ana Ribeiro, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha and Fernando Rua Martins. Predicting Patients admission in Intensive Care Units using Data Mining. Research journal POLIBITS - MIKE 2016. Springer. (2016). (accepted for publication).

  12. Andreia Brandão, Eliana Pereira, Marisa Esteves, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. A Benchmarking Analysis of Open-Source Business Intelligence Tools in Healthcare Environments. Information. Volume 7, Issue 4. ISSN: 2078-2489. MDPI. (2016).

  13. Filipe Portela, Luciana Lima and Manuel Filipe Santos. Why Big Data? Towards a project assessment framework. Procedia Computer Science - WoTBD 2016 - The Second International Symposium on Web of Things and Big Data. Volume 98, pp 604–609. ISSN: 1877-0509 . Elsevier. (2016).

  14. Ana Pereira, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. Pervasive Business Intelligence: A new trend in Critical Healthcare. Procedia Computer Science - ICTH 2016 - International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare. Volume 98, pp 362–367. ISSN: 1877-0509 . Elsevier. (2016).

  15. Ricardo Peixoto, Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado and Fernando Rua Martins. Resurgery clusters in intensive care medicine. Procedia Computer Science - EICN 2016 - 3rd International Symposium on Emerging Information, Communication and Networks. Volume 98, pp 528–533. ISSN: 1877-0509 . Elsevier. (2016).

  16. Tymur Foshch, Filipe Portela, José Machado. Regression models of the nuclear power unit VVER-1000 using data mining techniques. Procedia Computer Science - CENTERIS 2016 - ACAI@CENTERIS 2016 : Applied Computational and Artificial Intelligence. Volume 100, pp 253–262. ISSN: 1877-0509. Elsevier. (2016).

  17. Danilo Coelho, João Miranda, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Towards of a Business Intelligence Platform to Portuguese Misericórdias. Procedia Computer Science - HCIST 2016 - Healthy and Secure People. Volume 100, pp 762–767. ISSN: 1877-0509. Elsevier. (2016).

  18. Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Neves, Álvaro Silva and Fernando Rua. Clustering Data Mining models to identify patterns in weaning patient failures. International Journal of Biology and Biomedical Enginee. Volume 10, 2015, pp. 183-190. ISSN: 1998-4510. Naun. (2016).

  19. João Gomes, Filipe Portela and Manuel Filipe Santos. Real-Time Data Mining Models to Predict Football 2-Way Result. Jurnal Teknologi. ISSN: 0127-9696. Penerbit UTM Press. (2016). (accepted for publication).

  20. André Braga, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua. Data Mining to predict the use of Vasopressors in Intensive Medicine Patients. Jurnal Teknologi. Volume 78, No 6-7, pp 1-6. ISSN: 0127-9696. Penerbit UTM Press. (2016).

  21. Portela, F. , Santos, M.F. , Silva, A.. Towards Pervasive and Intelligent Decision Support in Intensive Medicine – A Data Stream Mining Approach. AIM - Artificial Intelligence in Medicine. Elsevier. (2016). (accepted for publication).

  22. Filipe Portela, Rui Veloso, Sérgio Oliveira, Manuel Filipe Santos, António Abelha, José Machado, Álvaro Silva and Fernando Rua. Predict hourly patient discharge probability in Intensive Care Units using Data Mining. Indian Journal of Science and Technology. Volume 8, Issue 32. ISSN: 0974-6846. Indian Society for Educat. (2015).

  23. Tiago Guimarães, Cecília Coimbra, Filipe Portela, Manuel Filipe Santos, José Machado and Antonio Abelha. Step towards Multiplatform Framework for supporting Pediatric and Neonatology Care Unit decision process. Procedia Computer Science - ICTH 2015 - International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare. Volume 63, 2015, pp 561-568. ISSN: 1877-0509 . Elsevier. (2015).

  24. Ana Pereira, Fernando Marins, Bruno Rodrigues, Filipe Portela, Manuel Filipe Santos, José Machado and António Abelha. Improving Quality of Medical Service with Mobile Health Software . Procedia Computer Science - ICTH 2015 - International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare. Volume 63, 2015, pp 292-299. ISSN: 1877-0509 . Elsevier. (2015).

  25. André Braga, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua. Step Towards a Patient Timeline in Intensive Care Units. Procedia Computer Science - HCIST 2015 - Healthy and Secure People. Volume 64, 2015, pp 618-625. ISSN: 1877-0509. Elsevier. (2015).

  26. Sónia Pereira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Predicting Type of Delivery by Identification of Obstetric Risk Factors through Data Mining. Procedia Computer Science - HCIST 2015 - Healthy and Secure People. Volume 64, 2015, pp 601-609. ISSN: 1877-0509. Elsevier. (2015).

  27. Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua. Intelligent Decision Support to predict patient Barotrauma risk in Intensive Care Units. Procedia Computer Science - HCIST 2015 - Healthy and Secure People. Volume 64, 2015, pp 626-634. ISSN: 1877-0509. Elsevier. (2015).

  28. António Abelha , Eliana Pereira, Andreia Brandão, Filipe Portela, Manuel Filipe Santos, José Machado, Jorge Braga. Improving Quality of Services in Maternity Care Triage System. International Journal of E-Health and Medical Communications (IJEHMC) . Volume 6, Issue 2, pp 10-26 . ISSN: 1947-315X. IGI Global. (2015).

  29. Luciana Cardoso, Fernando Marins, Carlos Portela, Manuel Santos, António Abelha and José Machado. The Next Generation of Interoperability Agents in Healthcare. International Journal of Environmental Research and Public Health. ISSN: 1660-4601. MDPI. (2014).

  30. João M. C. Gonçalves, Filipe Portela, Manuel F. Santos, Álvaro Silva, José Machado, António Abelha, Fernando Rua. Real-time Predictive Analytics for Sepsis Level and Therapeutic Plans in Intensive Care Medicine. IJHISI - International Journal of Healthcare Information Systems and Informatics. Volume 9, Issue 3, pp 36-54. ISSN: 1555-3396. IGI Global. (2014).

  31. Filipe Portela, Jorge Aguiar, Manuel Filipe Santos, Álvaro Silva, António Abelha, José Machado and Fernando Rua Martins. Assessment of Technology acceptance in Intensive Care Units. IJSSOE - International Journal of Systems and Service-Oriented Engineering. Volume 4, Issue 3, pp 26-45. ISSN: 1947-3052. IGI Global. (2014).

  32. Filipe Portela, Manuel Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua. Real-Time Decision Support in Intensive Medicine - An intelligent approach for monitoring Data Quality. International Journal of Medical and Bioengineering. Volume 2, number 1, pp.26-31. ISSN: 2301-3796. ET Publishing. (2013).

  33. Filipe Portela, Pedro Gago, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva, Fernando Rua. Implementing a Pervasive Real-time Intelligent System for Tracking Critical Events with Intensive Care Patients. IJHISI - International Journal of Healthcare Information Systems and Informatics. Issue 4, pp 1-16. ISSN: 1555-3396. IGI Global. (2013).

  34. Santos, M.F., Portela, F., Vilas-Boas, M., Machado, J., Abelha, A., Neves, J., Silva, A., Rua, F., Salazar, M., Quintas, C., Cabral, A.. Intelligent Decision Support in Intensive Care Units Nursing Information Modeling. Transactions on Computers and Simulation in Modern Science Volume. pp 155-164 . ISBN: 978-960-474-256-1. World Scientific and Engi. (2009).

  35. Santos, M.F., Portela, F., Vilas-Boas, M., Machado, J., Abelha, A., Neves, J. Information Architecture for Intelligent Decision Support in Intensive Medicine. Transactions on Computers. Volume 8, Issue 5, pp 810-819 . ISSN: 1109-2750. World Scientific and Engi. (2009).


Book Chapters

  1. Marike Hettinga, Yoshitoshi Murata, José Machado, Filipe Portela, et. al.. eTELEMED 2017 - The Ninth International Conference on eHealth, Telemedicine, and Social Medicine (ed). eTELEMED 2017, The Ninth International Conference on eHealth, Telemedicine, and Social Medicine. Volume 7, Issue 1, pp 1-146. ISSN: 2308-4359. IARIA. (2017).

  2. Ana Pereira, Filipe Portela, Manuel Filipe Santos, José Macado, António Abelha e Fernando Rua. Pervasive Business Intelligence in Intensive Medicine - An overview of a clinical solution. eTELEMED 2017, The Ninth International Conference on eHealth, Telemedicine, and Social Medicine. Volume 7, Issue 1, pp 33-36. ISSN: 2308-4359. IARIA. (2017).

  3. Ailton Moreira, Filipe Portela, Manuel Filipe Santos. Benefits of Bring Your Own Device in Healthcare. Next-Generation Mobile and Pervasive Healthcare Solutions. pp. 32-45. ISBN: 1522528512. IGI-Global. (2017).

  4. Bia Martins, Tiago André Saraiva Guimarães, Mariana Santos, Simão Frutuoso, Filipe Portela, Manuel Filipe Santos Sample. Pervasive Computing in supporting Pediatric and Neonatology Care Unit decision process. Next-Generation Mobile and Pervasive Healthcare Solutions. pp 86-95. ISBN: 1522528512. IGI-Global. (2017).

  5. Cecília Coimbra, Marisa Esteves, Filipe Miranda, Filipe Portela, Manuel Santos, José Machado and António Abelha. Improving Diagnosis-related Groups with a Computerized Clinical Coding Tool for ICD-9-CM Codification. eTELEMED 2017, The Ninth International Conference on eHealth, Telemedicine, and Social Medicine. Volume 7, Issue 1, pp 37-41. ISSN: 2308-4359. IARIA. (2017).

  6. Ricardo Bragança, Filipe Portela and Manuel Filipe Santos. Regression Models for Lean Production. Advances in Intelligent Systems and Computing (WorldCist 2017). Springer. (2017).

  7. António Silva, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. An Ontology for mapping Cerebral Death. Advances in Intelligent Systems and Computing (WorldCist 2017 - Healthcare Information Systems: Interoperability, Security and Efficiency Workshop). Springer. (2017).

  8. Ricardo Queirós, Filipe Portela and José Machado. Magni - A Framework for Developing Context-aware Mobile Applications. Advances in Intelligent Systems and Computing (WorldCist 2017 - Pervasive Information Systems Workshop). Springer. (2017).

  9. Pedro Carvalhosa, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. Pervasiveness in Marketing Digital - A Global Overview. Advances in Intelligent Systems and Computing (WorldCist 2017 - Pervasive Information Systems Workshop). Springer. (2017).

  10. Ricardo Bragança, Filipe Portela and Manuel Filipe Santos. Data mining classification models for industrial planning. Communications in Computer and Information Science - Advances in Computing and Data Sciences. pp. 585-594. ISBN: 978-981-10-5426-6. Springer. (2016).

  11. António Silva, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. Predicting Brain Deaths using Text Mining and X-Rays clinical notes. Lecture Notes in Computer Science (LNCS) - Computational Science and Its Applications - MIKE 2016. Springer. (2016).

  12. André Oliveira, Filipe Portela, José Machado, António Abelha and Manuel Filipe Santos. Towards an Intelligent System to Monitoring Health Complaints. Lecture Notes in Computer Science (LNCS) - Computational Science and Its Applications - ICCSA 2016. Volume 9789, pp 639-649. ISBN: 978-3-319-42088-2. Springer. (2016).

  13. Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua Martins. Critical Events in Mechanically Ventilated Patients. Advances in Intelligent Systems and Computing (WorldCist 2016 - Pervasive Information Systems Workshop). Volume 445, pp 589-598. ISBN: 978-3-319-31306-1. Springer. (2016).

  14. André Braga, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua Martins. Pervasive Patient Timeline for Intensive Care Units. Advances in Intelligent Systems and Computing (WorldCist 2016 - Healthcare Information Systems: Interoperability, Security and Efficiency Workshop). Volume 445, pp 527-536. ISBN: 978-3-319-31306-1. Springer. (2016).

  15. João Gomes, Filipe Portela and Manuel Filipe Santos. Pervasive Decision Support to predict football corners and goals by means of data mining. Advances in Intelligent Systems and Computing (WorldCist 2016 - Pervasive Information Systems Workshop). Volume 445, pp 547-556. ISBN: 978-3-319-31306-1. Springer. (2016).

  16. Rui Peixoto, Filipe Portela and Manuel Filipe Santos. Towards a Pervasive Data Mining Engine - Architecture overview. Advances in Intelligent Systems and Computing (WorldCist 2016 - Pervasive Information Systems Workshop). Volume 445, pp 557-566. ISBN: 978-3-319-31306-1. Springer. (2016).

  17. Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. Pervasive Adaptive Data Acquisition Gateway for Critical Healthcare. Advances in Intelligent Systems and Computing (WorldCist 2016 - Pervasive Information Systems Workshop). Volume 445, pp 567-576. ISBN: 978-3-319-31306-1. Springer. (2016).

  18. Sónia Pereira, Filipe Portela, Manuel Filipe Santos, José Machado and António Abelha. Predicting Triage Waiting Time in Maternity Emergency Care by means of Data Mining. Advances in Intelligent Systems and Computing (WorldCist 2016 - Healthcare Information Systems: Interoperability, Security and Efficiency Workshop). Volume 445, pp 579-588. ISBN: 978-3-319-31306-1. Springer. (2016).

  19. Pedro Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua Martins. Optimization techniques to detect early ventilation extubation in Intensive Care Units. Advances in Intelligent Systems and Computing (WorldCist 2016 - Healthcare Information Systems: Interoperability, Security and Efficiency Workshop). Volume 445, pp 599-608. ISBN: 978-3-319-31306-1. Springer. (2016).

  20. Eliana Pereira, Filipe Portela, António Abelha. A Clinical Recommendation System to Maternity Care. Applying Business Intelligence to Clinical and Healthcare Organizations. pp 64-83. ISBN: 978-1-466-69882-6. IGI Global. (2016).

  21. Andreia Brandão, Filipe Portela. Step Towards to Improve the Voluntary Interruption of Pregnancy by Means of Business Intelligence. Applying Business Intelligence to Clinical and Healthcare Organizations. pp 43-63. ISBN: 978-1-466-69882-6. IGI Global. (2016).

  22. André Braga, Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado, Fernando Rua Martins and Álvaro Silva. Real-Time models to predict the use of vasopressors in monitored patients. Lecture Notes in Computer Science (LNCS) - Smart Health. Volume 9545, 2016, pp. 15–25. ISBN: 978-3-319-29174-1. Springer. (2016).

  23. Sónia Pereira, Filipe Portela, Manuel Filipe Santos, José Machado and António Abelha. Predicting Pre-triage Waiting Time in a Maternity Emergency Room through Data Mining. Lecture Notes in Computer Science (LNCS) - Smart Health. Volume 9545, 2016, pp. 105-117. ISBN: 978-3-319-29174-1. Springer. (2016).

  24. Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado, Fernando Rua Martins and Álvaro Silva. Real-time Decision Support using Data Mining to predict Blood Pressure Critical Events in Intensive Medicine Patients. Lecture Notes in Computer Science (LNCS) - Ambient Intelligence for Health (AmIHEALTH 2015). Volume 9456, 2015, pp 77-90. ISBN: 978-3-319-26507-0. Springer. (2015).

  25. Filipe Portela, Sérgio Oliveira, Manuel Filipe Santos, António Abelha and José Machado. A Real-Time Intelligent System for tracking patient condition. Lecture Notes in Computer Science (LNCS) - Ambient Intelligence for Health (AmIHEALTH 2015). Volume 9456, 2015, pp 91-97. ISBN: 978-3-319-26507-0. Springer. (2015).

  26. Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Neves, Álvaro Silva and Fernando Rua. Feature selection for detecting patients with weaning failures in Intensive Medicine. Mathematics and Computers in Sciences and Industry. Volume 50, pp 195-200. ISBN: 978-1-61804-327-6. CPS. (2015).

  27. Luís Torres, Filipe Portela, Manuel Filipe Santos, António Abelha, José Neves and José Machado. Prediction of potential organ donation after irreversible brain damage. Computers - 19th International Conference on Circuits, Systems, Communications and Computers - Intelligent Systems and Applications Special Sessions. Series 32, 2015, pp 354-359. ISBN: 978-1-61804-320-7. INASE. (2015).

  28. João Gomes, Filipe Portela, Manuel Filipe Santos. Decision Support System for predicting Football Game result. Computers - 19th International Conference on Circuits, Systems, Communications and Computers - Intelligent Systems and Applications Special Sessions. Series 32, 2015, pp 348-353. ISBN: 978-1-61804-320-7. INASE. (2015).

  29. Pedro Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Machine-Learning - An overview of optimization techniques. Computers - 19th International Conference on Circuits, Systems, Communications and Computers - Intelligent Systems and Applications Special Sessions. Series 32, 2015, pp 51-56. ISBN: 978-1-61804-320-7. INASE. (2015).

  30. Luciana Lima, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Big Data solutions to support Intelligent Systems and Applications. Computers - 19th International Conference on Circuits, Systems, Communications and Computers - Intelligent Systems and Applications Special Sessions. Series 32, 2015, pp 366-370. ISBN: 978-1-61804-320-7. INASE. (2015).

  31. Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua. Characterizing Barotrauma Patients in ICU – Clustering Data Mining using ventilator variables . Lecture Notes in Artificial Intelligence (LNAI) - Progress in Artificial Intelligence - EPIA 2015 - Artificial Intelligence in Medicine Track. Volume 9273, 2015, pp 122-127. ISBN: 978-3-319-23484-7. Springer. (2015).

  32. Sónia Pereira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Predicting Preterm Birth in Maternity Care by means of Data Mining . Lecture Notes in Artificial Intelligence (LNAI) - Progress in Artificial Intelligence - EPIA 2015 - Artificial Intelligence in Medicine Track. Volume 9273, 2015, pp 116-121. ISBN: 978-3-319-23484-7. Springer. (2015).

  33. Ana Pereira, Eliana Pereira, Eva Silva, Tiago Guimarães, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. An overview of the Quality of Service in Bluetooth communications in Healthcare. Advances in Intelligent and Soft-Computing - Ambient Intelligence - Software and Applications (ISAMI 2015). Volume 376, 2015, pp 155-164. ISBN: 978-3-319-19694-7. Springer. (2015).

  34. Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva and Fernando Rua. Predicting Plateau Pressure in Intensive Medicine for Ventilated patients. Advances in Intelligent Systems and Computing (WorldCist 2015 - Healthcare Information Systems: Interoperability, Security and Efficiency Workshop). Volume 354, 2015, pp 179-188. ISBN: 978-3-319-16527-1. Springer. (2015).

  35. Rui Teixeira, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. Decision Support in E-Government – A Pervasive Business Intelligence Approach - Case study in a local government. Advances in Intelligent Systems and Computing (WorldCist 2015 - Pervasive Information Systems Workshop). Volume 354, 2015, pp 155-166. ISBN: 978-3-319-16527-1. Springer. (2015).

  36. Luciana Lima, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. Big Data for Stock Market by means of Mining techniques. Advances in Intelligent Systems and Computing (WorldCist 2015). Volume 353, 2015. ISBN: 978-3-319-16486-1. Springer. (2015).

  37. Andreia Ferreira, Filipe Portela and Manuel Filipe Santos. Pervasive Business Intelligence Platform to Improve the Quality of Decision Process in Primary and Secondary Education – A Portuguese Case Study. Advances in Intelligent Systems and Computing (WorldCist 2015). Volume 354, 2015, pp 167-176. ISBN: 978-3-319-16527-1. Springer. (2015).

  38. Sandrina Carvalho, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. Step Towards of a Homemade Business Intelligence Solution – A Case Study in Textile Industry. Advances in Intelligent Systems and Computing (WorldCist 2015 - Pervasive Information Systems Workshop). Volume 354, 2015. ISBN: 978-3-319-16486-1. Springer. (2015).

  39. Ana Novo, Júlio Duarte, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado. Information Systems assessment in Pathologic Anatomy Service. Advances in Intelligent Systems and Computing (WorldCist 2015 - Healthcare Information Systems: Interoperability, Security and Efficiency Workshop). Volume 354, 2015, pp 199-209. ISBN: 978-3-319-16527-1. Springer. (2015).

  40. Eva Silva, Luciana Cardoso, Filipe Portela, Manuel Filipe Santos, António Abelha and José Machado,. Predicting Nosocomial Infection by using Data Mining Technologies. Advances in Intelligent Systems and Computing (WorldCist 2015 - Healthcare Information Systems: Interoperability, Security and Efficiency Workshop). Volume 354, 2015, pp 189-198. ISBN: 978-3-319-16527-1. Springer. (2015).

  41. Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos. Pervasive Universal Gateway for Medical Devices. Recent Advances in Electrical Engineering and Education Technologies (SCI 2014). pp 205-210. ISBN: 978-1-61804-254-5. INASE. (2014).

  42. Filipe Portela, Manuel Filipe Santos, Álvaro Silva, José Machado, António Abelha and Fernando Rua. Pervasive and Intelligent Decision Support in Intensive Medicine – The Complete Picture . Lecture Notes in Computer Science (LNCS) - Information Technology in Bio- and Medical Informatics. Volume 8649, 2014, pp 87-102. ISBN: 978-3-319-10264-1. Springer. (2014).

  43. Eliana Pereira, Andreia Brandão, Maria Salazar, Filipe Portela, Manuel Santos , José Machado, António Abelha, Jorge Braga. Pre-Triage Decision Support Improvement in Maternity Care by means of Data Mining. Integration of Data Mining in Business Intelligence Systems. pp 193-215. ISBN: 978-1-466-66477-7. IGI Global. (2014).

  44. Eva Silva, Ana Alpuim, Luciana Cardoso, Fernando Marins, Filipe Portela, António Abelha, José Machado, Manuel Santos, César Quintas. Business Intelligence and Nosocomial Infection decision making. Integration of Data Mining in Business Intelligence Systems. pp 175-192. ISBN: 978-1-466-66477-7. IGI Global. (2014).

  45. Rui Veloso, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva, Fernando Rua. A clustering approach for predicting readmissions in Intensive Medicine. Procedia Technology. Volume 16, 2014, pp 1307–1316. ISSN: 2212-0173. Elsevier. (2014).

  46. Paulo Silva, Pedro Gago, José Carlos Bregieiro Ribeiro, Manuel F. Santos, Filipe Portela, António Abelha, José Machado, Filipe Pinto. An Expert System for Supporting Traditional Chinese Medicine Diagnosis and Treatment. Procedia Technology. Volume 16, 2014, pp 1487–1492. ISSN: 2212-0173. Elsevier. (2014).

  47. Andreia Brandão, Eliana Pereira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Managing Voluntary Interruption of Pregnancy using Data Mining. Procedia Technology. Volume 16, 2014, pp 1297–1306. ISSN: 2212-0173. Elsevier. (2014).

  48. Luciana Cardoso, Fernando Marins, Carlos Portela, António Abelha and José Machado. Healthcare Interoperability through Intelligent Agent Technology. Procedia Technology. Volume 16, 2014, pp 1334–1341. ISSN: 2212-0173. Elsevier. (2014).

  49. Fernando Marins, Luciana Cardoso, Filipe Portela, António Abelha and José Machado. Intelligent Systems for Monitoring and Preventing in Healthcare Information Systems. Lecture Notes in Computer Science (LNCS). Volume 8584, pp 197-211. ISBN: 978-3-319-09152-5. Springer. (2014).

  50. Luciana Cardoso, Fernando Marins, Filipe Portela, Manuel Santos, António Abelha and José Machado. A Multi-Agent Platform for Hospital Interoperability. Advances in Intelligent and Soft-Computing (ISAMI 2014). Volume 291, pp 127-134. ISBN: 978-3-319-07595-2. Springer. (2014).

  51. Luciana Cardoso, Fernando Marins, Cesar Quintas, Filipe Portela, Manuel Santos, António Abelha, José Machado. Interoperability in Healthcare. Cloud Computing Applications for Quality Health Care Delivery. pp 78-101. ISBN: 146-6-661-186. IGI Global. (2014).

  52. Fernando Marins, Luciana Cardoso, Filipe Portela, Manuel Santos, Antonio Abelha and Jose Machado. Improving High Availability and Reliability of Health Interoperability Systems. Advances in Intelligent Systems and Computing (WorldCist 2014). Volume 276, 2014, pp 207-216. ISBN: 978-3-319-05947-1. Springer. (2014).

  53. Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Predictive Models for Hospital Bed Management using Data Mining techiques. Advances in Intelligent Systems and Computing (WorldCist 2014). Volume 276, 2014, pp 407-416. ISBN: 978-3-319-05947-1. Springer. (2014).

  54. João Pedro Silva, Filipe Portela, Manuel Filipe Santos. University application process - Decision Support Models. Advances in Intelligent Systems and Computing (WorldCist 2014). Volume 275, 2014, pp 411-420. ISBN: 978-3-319-05947-1. Springer. (2014).

  55. Filipe Portela, Manuel Filipe Santos, Álvaro Silva, António Abelha, José Machado. Pervasive Ensemble Data Mining Models to Predict Organ Failure and Patient Outcome in Intensive Medicine. Communications in Computer and Information Science. Volume 415, 2013, pp 410-425. ISBN: 978-3-642-54104-9. Springer. (2013).

  56. Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva, Fernando Rua. Adoption of Pervasive Intelligent Information Systems in Intensive Medicine. Procedia Technology - International Conference on Health and Social Care Information Systems and Technologies. Volume 9, pp 1022–1032. ISSN: 2212-0173. Elsevier. (2013).

  57. Rui Oliveira, Simão Frutuoso, José Machado, Manuel Santos, Filipe Portela and António Abelha. Step Towards m-Health in Pediatrics. Procedia Technology - International Conference on Health and Social Care Information Systems and Technologies. Volume 9, pp 1192–1200. ISSN: 2212-0173. Elsevier. (2013).

  58. Fernando Marins, Luciana Cardoso, Filipe Portela, Manuel Santos, António Abelha and José Machado. Intelligent Information System to Tracking Patients in Intensive Care Units. Lecture Notes in Computer Science (LNCS) - Ubiquitous Computing and Ambient Intelligence. Volume 8276, 2013, pp 54-61. ISBN: 978-3-319-03175-0. Springer. (2013).

  59. Gabriel Pontes, Carlos Filipe Portela, Rui Rodrigues, Manuel Filipe Santos, José Neves, António Abelha and José Machado. Modeling Intelligent Agents to Integrate a Patient Monitoring System. Advances in Intelligent Systems and Computing - Trends in Practical Applications of Agents and Multiagent Systems (PAMS 2013). Volume 221, 2013, pp 139-146. ISBN: 978-3-319-00562-1. Springer. (2013).

  60. Filipe Portela, Alexandra Cabral, António Abelha, Maria Salazar, César Quintas, José Machado, José Neves, Manuel Filipe Santos. Knowledge Acquisition Process for Intelligent Decision Support in Critical Health Care. IGI-Global book on Information Systems and Technologies for Enhancing Health and Social Care. pp 55-68. ISBN: 978-1-466-63667-5. IGI Global. (2013).

  61. Manuel Filipe Santos, Filipe Portela, Miguel Miranda, José Machado, António Abelha, Álvaro Silva, & Fernando Rua. Grid Data Mining Strategies for Outcome Prediction in Distributed Intensive Care Units. IGI-Global book on Information Systems and Technologies for Enhancing Health and Social Care. pp 87-101. ISBN: 978-1-466-63667-5. IGI Global. (2013).

  62. João M. C. Gonçalves, F. P., Manuel F. Santos, Álvaro Silva, José Machado, António Abelha. Predict Sepsis Level in Intensive Medicine - Data Mining Approach. Advances in Intelligent Systems and Computing (WorldCist 2013). Volume 206, 2013, pp 201-211. ISBN: 978-3-642-36980-3. Springer. (2013).

  63. Maria Salazar , Júlio Duarte, Rui Pereira, Filipe Portela, Manuel Santos, António Abelha, José Machado. Step Towards Paper Free Hospital through Electronic Health Record. Advances in Intelligent Systems and Computing (WorldCist 2013). Volume 206, 2013, pp 685-694. ISBN: 978-3-642-36980-3. Springer. (2013).

  64. Filipe Portela, Jorge Aguiar, Manuel Filipe Santos, Álvaro Silva, Fernado Rua. Pervasive Intelligent Decision Support System - Technology Acceptance in Intensive Care Units. Advances in Intelligent Systems and Computing (WorldCist 2013). Volume 206, 2013, pp 279-292. ISBN: 978-3-642-36980-3. Springer. (2013).

  65. Filipe Portela, Manuel Filipe Santos, José Machado, Álvaro Silva and António Abelha. Pervasive and Intelligent Decision Support in Critical Health Care using Ensemble. Lecture Notes in Computer Science (LNCS) - Information Technology in Bio- and Medical Informatics. Volume 8060, 2013, pp 1-16. ISBN: 978-3-642-40093-3. Springer. (2013).

  66. Miguel Miranda, Maria Salazar, Filipe Portela, Manuel Santos, António Abelha, José Neves & José Machado. Multi-agent systems for HL7 interoperability services. Procedia Technology - International Conference on Health and Social Care Information Systems and Technologies. Volume 5, pp 725-733. ISSN: 2212-0173. Elsevier. (2012).

  67. Filipe Portela, Pedro Gago, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva, Fernando Rua, César Quintas & Filipe Pinto. Intelligent and Real Time Data Acquisition and Evaluation to Determine Critical Events in Intensive Medicine. Procedia Technology - International Conference on Health and Social Care Information Systems and Technologies. Volume 5, pp 716-724. ISSN: 2212-0173. Elsevier. (2012).

  68. Rui Rodrigues, Pedro Gonçalves, Miguel Miranda, Filipe Portela, Manuel Santos, José Neves, Antonio Abelha, and José Machado.. An Intelligent Patient Monitoring System. Lecture Notes in Computer Science (LNCS) - Foundations of Intelligent Systems. Volume 7661, 2012, pp 274-283. ISBN: 978-3-642-34623-1. Springer. (2012).

  69. Filipe Portela, Manuel Filipe Santos, José Machado, Álvaro Silva, Fernando Rua and António Abelha. Intelligent Data Acquisition and Scoring System for Intensive Medicine. Lecture Notes in Computer Science (LNCS) - Information Technology in Bio- and Medical Informatics. Volume 7451, 2012, pp 1-15. ISBN: 978-3-642-32394-2. Springer. (2012).

  70. Santos, M.F., Portela, F., Vilas-Boas, M., Machado, J., Abelha, A., Neves, J., Silva, A., Rua, F.. A Pervasive Approach to a Real-Time Intelligent Decision Support System in Intensive Medicine. CCIS - Communications in Computer and Information Science. Volume 272, 2013, pp 368-381. ISBN: 978-3-642-29763-2. Springer. (2012).

  71. Filipe Portela, Marta Vilas-boas, Manuel Filipe Santos. Improvements in data quality for decision support in Intensive Care. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Electronic Healthcare. Volume 69, Part 5, pp 86-94. ISBN: 978-3-642-23634-1 | ISSN: 1867-8211. Springer. (2012).

  72. Manuel Filipe Santos, Wesley Mathew and Carlos Filipe Portela. Grid Data Mining for Outcome prediction in Intensive Care Medicine. Communications in Computer and Information Science - ENTERprise Information Systems. Volume 221, Part 4, pp 244-253. ISBN: 978-3-642-24351-5. Springer. (2011).

  73. Portela, F., Santos, M. F., Silva, Á., Machado, J., & Abelha, A.. Enabling a Pervasive approach for Intelligent Decision Support in Intensive Care. Communications in Computer and Information Science - ENTERprise Information Systems. Volume 221, Part 4, pp 233-243. ISBN: 978-3-642-24351-5. Springer. (2011).

  74. Alexandra Cabral, Carla Pina, Humberto Machado, António Abelha, Maria Salazar, César Quintas, Carlos Filipe Portela, José Machado, José Neves and Manuel Filipe Santos. Data Acquisition Process for an Intelligent Decision Support in Gynecology and Obstetrics Emergency Triage. Communications in Computer and Information Science - ENTERprise Information Systems. Volume 221, Part 4, pp 223-232. ISBN: 978-3-642-24351-5. Springer. (2011).

  75. Júlio Duarte, Carlos Filipe Portela, António Abelha, José Machado and Manuel Filipe Santos. Electronic Health Record in Dermatology Service. Communications in Computer and Information Science - ENTERprise Information Systems. Volume 221, Part 3, pp 156-164. ISBN: 978-3-642-24351-6. Springer. (2011).

  76. Santos, M.F., Portela, F., Vilas-Boas, M., Machado, J., Abelha, A., Neves, J., Silva, A., Rua, F., Salazar, M., Quintas, C., Cabral, A.. Nursing Information Architecture for Situated Decision Support in Intensive Care Units. Recent Advances in Applied Informatics and Communications - AIC 2009 - 9th International Conference on Applied Informatics and Communications. pp 491-496 . ISBN: 978-960-474-107-6 | ISSN: 1790-5109. World Scientific and Engi. (2009).

  77. Santos, M.F., Portela, F., Vilas-Boas, M., Machado, J., Abelha, A., Neves, J. Information Modelling for Real-Time Decision Support in Intensive Medicine. Applied Computer and Applied Computational Science - ACACOS 2009 - 8th International Conference On Applied Computer and Applied Computational Science. pp 360-365. ISBN: 978-960-474-075-8 | ISSN: 1790-5117. World Scientific and Engi. (2009).


Proceedings

  1. Danilo Pereira, Filipe Portela, Manuel Filipe Santos, José Machado and António Abelha. A Pervasive Business Intelligence solution to manage Portuguese Misericordia. Workshop on Healthy and Secure People. Porto, Portugal. SciTePress. (2017).

  2. Vitor Ribeiro, Rui Peixoto, André Rocha, Filipe Portela and Manuel Filipe Santos. Importance of Statistics for Data Mining and Data Science. DS4IDS@FiCloud'2017 : The 5th International Conference on Future Internet of Things and Cloud. Prague, Czech Republic. CPS. (2017). (accepted for publication).

  3. Daniela Oliveira, Filipe Portela and Manuel Filipe Santos. Towards an Intelligent Systems to predict nosocomial infections in Intensive Care. DS4IDS@FiCloud'2017 : The 5th International Conference on Future Internet of Things and Cloud. Prague, Czech Republic. CPS. (2017). (accepted for publication).

  4. Pedro Carvalhosa, Filipe Portela, José Machado, Manuel Filipe Santos and António Abelha. Good practices in Local Government - A first overview of Portuguese reality. The International Conference on Information Technology and Digital Applications (ICITDA 2016). IOP. (2016).

  5. Ana Ribeiro, Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado and Fernando Rua Martins. Patients' Admissions in Intensive Care Units: A Clustering Overview. IEEE Conference on Business Informatics - ISA'HEALTH@CBI'2016 - Intelligent Systems and Applications in Healthcare Workshop. Paris, France. IEEE. (2016).

  6. António Silva, Filipe Portela, Manuel Filipe Santos, José Machado and António Abelha. Towards of automatically detecting Brain Death patterns through Text Mining. IEEE Conference on Business Informatics - ISA'HEALTH@CBI'2016 - Intelligent Systems and Applications in Healthcare Workshop. Paris, France. IEEE. (2016).

  7. André Oliveira, Filipe Portela, José Machado, António Abelha, José Maia Neves, Suzana Vaz, Álvaro Silva and Manuel Filipe Santos. Towards an Ontology for Health Complaints Management. KMIS 2015 - International Conference on Knowledge Management and Information Sharing. pp 174-181. ISBN: 978-989-758-158-8. Lisbon,Portugal. SciTePress. (2015).

  8. João Gomes, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Predicting 2-way Football Results by means of Data Mining. ESM - 29th European Simulation and Modelling Conference. Leicester, UK. EUROSIS. (2015).

  9. Sónia Pereira, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Clustering-based Approach for Categorizing Pregnant Women in Obstetrics and Maternity Care. C3S2E15 - Eighth International C* Conference on Computer Science & Software Engineering. pp 98-101 . ISBN: 978-1-4503-3419-8. Yokohoma, Japan. ACM. (2015).

  10. Andreia Brandao, Eliana Pereira, Filipe Portela, Manuel Santos, Antonio Abelha, Jose Machado. Predicting the risk associated to pregnancy using data mining. ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence. pp 594-601. ISBN: 978-989-758-074-1. Lisbon,Portugal. SciTePress. (2015).

  11. Rui Veloso, Filipe Portela, Manuel Filipe Santos, Álvaro Silva, Fernando Rua, António Abelha, José Machado . Using Domain Knowledge to Improve Intelligent Decision Support in Intensive Medicine - A Study of Bacteriological Infections. ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence. pp 582-587. ISBN: 978-989-758-074-1. Lisbon,Portugal. SciTePress. (2015).

  12. Filipe Portela, Manuel Santos, Jose Machado, Antonio Abelha, Álvaro Silva, Fernando Rua. Preventing Patient Cardiac Arrhythmias by Using Data Mining Techniques. IECBES 2014 - 2014 IEEE Conference on Biomedical Engineering and Sciences. pp 165-170. Sarawak, Malaysia. IEEE. (2015).

  13. Andreia Brandao, Eliana Pereira, Filipe Portela, Manuel Santos, Antonio Abelha, Jose Machado. Real-Time Business Intelligence Platform for Maternity Care. IECBES 2014 - 2014 IEEE Conference on Biomedical Engineering and Sciences. pp 379-384. Sarawak, Malaysia. IEEE. (2015).

  14. António Abelha, Eliana Pereira, Andreia Brandão, Filipe Portela, Manuel Santos and José Machado. Simulating a multi-level priority triage system for Maternity Emergency. ESM - 28th European Simulation and Modelling Conference. Porto, Portugal. EUROSIS. (2014).

  15. Andreia Ferreira, André Castro, Delfina Sá-Soares, Filipe Portela. Towards Of an Information Service to Educational Leaderships: Business Intelligence as Analytical Engine of Service. ICERI 2014 - 7th International Conference of Education, Research and Innovation. pp 3134-3142. ISBN: 978-84-617-2484-0. Sevilha, Spain. IATED. (2014).

  16. Tiago Magalhães, Filipe Portela, Manuel Filipe Santos. Multi-Model and Pervasive Intelligent Decision Support System for University Application. ICERI 2014 - 7th International Conference of Education, Research and Innovation. pp 5035-5041. ISBN: 978-84-617-2484-0. Sevilha, Spain. IATED. (2014).

  17. Rui Veloso, Filipe Portela, Manuel Filipe Santos, Álvaro Silva, Fernando Rua, António Abelha, José Machado . Real-Time Data Mining Models for Predicting Length of Stay in Intensive Care Units. KMIS 2014 - International Conference on Knowledge Management and Information Sharing. pp 245-254. ISBN: 978-989-758-050-5. Rome, Italy. SciTePress. (2014).

  18. Rui Teixeira, Fernando Afonso, Bruno Oliveira, Filipe Portela and Manuel Filipe Santos. Business Inteligence to improve the quality of Local Government Services - Case-Study in a Local Government Town Hall. KMIS 2014 - International Conference on Knowledge Management and Information Sharing. pp 153-160. ISBN: 978-989-758-050-5. Rome, Italy. SciTePress. (2014).

  19. F. Portela, M.F. Santos, J. Machado, A. Abelha, A. Silva, F. Rua. Plataforma de Monitorização e Suporte à Decisão de Doentes Críticos. ESE - I Congresso Internacional "A pessoa em situação crítica" . Braga, Portugal. (2014).

  20. Eliana Pereira, Andreia Brandão, Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha. Business Intelligence in Maternity Care. IDEAS 2014 - International Database Engineering & Applications Symposium. pp 352-355. ISBN: 978-1-4503-2627-. Porto, Portugal. ACM. (2014).

  21. Filipe Portela, Rui Veloso, Sérgio Oliveira, Manuel Filipe Santos, António Abelha, José Machado, Álvaro Silva and Fernando Rua. Predict hourly patient discharge probability in Intensive Care Units using Data Mining. International Conference on Computer Science & Computational Mathematics (ICCSCM 2014). ISSN: 1513-1874. Langkawi, Malaysia. Science Society. (2014).

  22. Sérgio Oliveira, Filipe Portela, Manuel Filipe Santos, José Machado and António Abelha. Hospital bed management support using regression data mining models. IWBBIO 2014 - 2nd International Work-Conference on Bioinformatics and Biomedical Engineering. pp 1651-1661. Granada, Spain. Copicentro Editorial. (2014).

  23. Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva, Fernando Rua. A Pervasive Intelligent System for Scoring MEWS and TISS-28 in Intensive Care. IFMBE Proceedings - ICBME - The 15th International Conference on Biomedical Engineering. Volume 43, 2014, pp 287-290. ISBN: 978-3-319-02912-2. Singapore. Springer. (2014).

  24. João Pedro Silva, Filipe Portela, Manuel Filipe Santos, Maria do Céu Taveira. Intelligent Decision Support for University application using RIASEC codes. INTED 2014 - 8th International Technology, Education and Development Conference. pp 7231-7241. ISBN: 978-84-616-8412-0. Valência, Spain. IATED. (2014).

  25. Pedro Braga, Filipe Portela, Manuel Filipe Santos and Fernando Rua. Data Mining Models to Predict Patient’s Readmission in Intensive Care Units. ICAART 2014 - 6th International Conference on Agents and Artificial Intelligence. pp 270-276. ISBN: 978-989-8565-39-6. ESEO, France. SciTePress. (2014).

  26. João Pedro Silva, Filipe Portela, Manuel Filipe Santos. A Decision Support System for Portuguese Higher Education course selection – First Round. KMIS 2013 - International Conference on Knowledge Management and Information Sharing. pp 360-367. ISBN: 978-989-8565-75-4. Vilamoura, Portugal. SciTePress. (2013).

  27. Fernando Martins, Rui Rodrigues, Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado. Extending a Patient Monitoring System with Identification and Localisation. IEEM 2013 - International Conference on Industrial Engineering and Engineering Management. pp 1082-1086. Bangkok, Thailand,. IEEE. (2013).

  28. Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, Álvaro Silva, Fernando Rua. An Intelligent Approach for Open Clinical Laboratory Results in Intensive Care Medicine. IEEM 2013 - International Conference on Industrial Engineering and Engineering Management. pp 1092-1096. Bangkok, Thailand,. IEEE. (2013).

  29. Filipe Portela, Jorge Aguiar, Manuel Filipe Santos, José Machado, Fernando Rua and António Abelha. Pervasive Information Systems to Intensive Care Medicine - Technology Aceptance Model. ICEIS 2013 - 15th International Conference on Enterprise Information Systems. pp 177-184. ISBN: 978-989-8565-59-4. ESEO, France. SciTePress. (2013).

  30. Filipe Portela, Manuel Filipe Santos, Álvaro Silva, José Machado, António Abelha and Fernando Rua. Data Mining for Real-Time Intelligent Decision Support System in Intensive Care Medicine. ICAART 2013 - International Conference on Agents and Artificial Intelligence. pp 270-276. ISBN: 978-989-8565-39-6. Barcelona, Spain. SciTePress. (2013).

  31. Filipe Portela, Filipe Pinto, Manuel Filipe Santos. Data Mining Predictive Models For Pervasive Intelligent Decision Support In Intensive Care Medicine. KMIS 2012 - Knowledge Management and Information Sharing. pp 81-88. ISBN: 978-989-8565-31-0. Barcelona, Spain. SciTePress. (2012).

  32. Rui Rodrigues, P. G., Miguel Miranda, Carlos Portela, Manuel Santos, José Neves, António Abelha, José Machado. Monitoring Intelligent System for the Intensive Care Unit using RFID and Multi-Agent Systems. IEEE International Conference on Industrial Engineering and Engineering Management, Hong Kong. pp 851-855. Macau, China. IEEE. (2012).

  33. Filipe Portela, Manuel Filipe Santos, José Machado, António Abelha, José Neves, Álvaro Silva, Fernando Rua. Intelligent Decision Support in Intensive Care – Towards Technology Acceptance. ESM - 26th European Simulation and Modelling Conference. Essen, Germany. EUROSIS. (2012).

  34. Teresa Guarda, Manuel Filipe Santos, Filipe Pinto, Carlos Silva, Maria Augusto, João Lourenço, Filipe Portela. Pervasive Business intelligence: a marketing intelligence framework proposal. CBETM 2012 - 3rd International Conference on Business, Economics and Tourism Management. Hong-Kong, China. JFTE. (2012).

  35. Portela, F., Gago, P., Santos, M. F., Silva, A., Rua, F., Machado, J. Knowledge Discovery for Pervasive and Real-Time Intelligent Decision Support In Intensive Care Medicine. KMIS 2011 - Knowledge Management and Information Sharing,. pp 241-249. ISBN: 978-989-8425-81-2. Paris, France. SciTePress. (2011).

  36. Santos, Manuel · Portela, Filipe. Enabling Ubiquitous Data Mining in Intensive Care - Features Selection and Data Pre-Processing. ICEIS 2011 - International Conference on Enterprise Information Systems. pp 261-266. ISBN: 978-989-8425-53-9. China. SciTePress. (2011).

  37. Santos, M.F., Portela, F., Vilas-Boas, M.. INTCARE -Multi-agent Approach for Real-time Intelligent Decision Support in Intensive Medicine. ICAART 2011 - International Conference on Agents and Artificial Intelligence. pp 364-369. ISBN: 978-989-8425-40-9. Rome, Italy. SciTePress. (2011).

  38. Filipe Portela, Manuel Filipe Santos, Pedro Gago, Álvaro Silva, Fernando Rua, António Abelha, José Machado and José Neves. Enabling Real-time Intelligent Decision Support in Intensive Care. ESM 2011 - 25th European Simulation and Modelling Conference. Guimarães, Portugal. EUROSIS. (2011).

  39. Portela, F., Santos, M., Vilas-Boas, M., Rua, F., Silva, Á.M.. Real-Time Intelligent Decision Support in Intensive Medicine. KMIS 2010 - Knowledge Management and Information Sharing,. pp 44-50. ISBN: 978-989-8425-30-0. Valência, Spain. SciTePress. (2010).

  40. Vilas-Boas, M., Santos, M.F., Portela, F., Silva, Á.M., Rua, F.. Hourly Prediction of Organ Failure and Outcome in Intensive Care Based on Data Mining Techniques. ICEIS 2010 - International Conference on Enterprise Information Systems. pp 270-277. ISBN: 978-989-8425-05-8. Madeira, Portugal. SciTePress. (2010).

  41. Marta Villas Boas, Pedro Gago, Filipe Portela, Fernando Rua, Alvaro Silva and Manuel Filipe Santos.. Distributed and real time Data Mining in the Intensive Care Unit. ECAI - 19th European Conference on Artificial Intelligence. pp 51-55. Lisboa, Portugal. IOS Press. (2010).

  42. Portela, F; Vilas-Boas, M. ; Santos, M.F. ; Abelha, A. ; Machado, J. ; Cabral, A. ; Aragão, I.. Electronic Health Records in the Emergency Room. Computer and Information Science (ICIS), 2010 IEEE/ACIS 9th International Conference. pp 195-200. ISBN: 978-1-4244-8198-9. Yamagata, Japão. IEEE. (2010).

  43. Boas, M.V.;   Santos, M.F.;   Portela, F.;   Silva, A.;   Rua, F. Real-time prediction of organ failure and outcome in intensive medicine. CISTI 2010 - Information Systems and Technologies, 2010 5th Iberian Conference. pp 1-6. ISBN: 978-1-4244-7227-7. Compostela, Spain. IEEE. (2010).


Comunications:

  1. Ricardo Peixoto, Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado and Fernando Rua Martins. Predicting resurgeries in Intensive Care using Data Mining. 16th International Conference on Biomedical Engineering (ICBME 2016) . Singapore. (2016).

  2. F. Portela, M.F. Santos, J. Machado, A. Abelha, A. Silva, F. Rua. Plataforma de Monitorização e Suporte à Decisão de Doentes Críticos. I Congresso Internacional "A pessoa em situação crítica" . Braga, Portugal. (2014).

  3. F. Portela, M. Vilas-Boas, F. Rua, A. Silva, M.F. Santos, J. Machado, A. Abelha, J. Neves. Análise dos dados recolhidos automaticamente e em tempo real nos cuidados intensivos. XIV Congresso Nacional de Medicina Intensiva. Albufeira, Portugal. (2012).

  4. F. Portela. INTCare - Sistema de Apoio à Decisão Inteligente para a Medicina Intensiva. VI Jornadas de Engenharia Biomédica. Braga, Portugal. (2011).

  5. F. Portela, M. Vilas-Boas, F. Rua, A. Silva, M.F. Santos, J. Machado, A. Abelha, J. Neves. Aquisição Automática Contínua da Monitorização dos Parâmetros Fisiológicos do Doente Crítico - Evolução da Qualidade dos Dados. Reunião conjunta Spc/Spci "Coração no Doente Crítico". Tomar, Portugal. (2010).

  6. F. Portela, F. Rua, A. Silva, M.F. Santos, J. Machado, A. Abelha, J. Neves.. Aquisição Automática Contínua da Monitorização dos Parâmetros Fisiológicos do Doente Crítico - Análise da Qualidade dos Dados. XII Congresso Nacional de Medicina Intensiva. Albufeira, Portugal. (2009).


Total of Publications:

    Publications201720162015201420132012201120102009Total
    Book3000000003
    Book Chapter914171411640277
    Journal1011732000235
    Proceedings337125445043
    Total252831291810854158