Pedro Pereira Rodrigues

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Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TECVerified email at fep.up.pt
Ricardo João Cruz-CorreiaAssociate Professor at CINTESIS - Faculdade de Medicina da Universidade do PortoVerified email at med.up.pt
Raquel SebastiaoIEETA, Univ. Aveiro, Portugal & LIAAD - INESC TEC, Univ. Porto, PortugalVerified email at inescporto.pt
Cláudia Camila DiasFaculdade de Medicina da Universidade do Porto (FMUP); CINTESIS@RISEVerified email at med.up.pt
Daniela Ferreira-SantosJunior Researcher, Faculty of Medicine of the University of Porto, PortugalVerified email at med.up.pt
Joao Pedro PedrosoUniversidade do Porto, Faculdade de CiênciasVerified email at fc.up.pt
Pedro Henriques AbreuAssociate Professor, Department of Informatics Engineering, University of CoimbraVerified email at dei.uc.pt
Ricardo Cardoso PereiraUniversity of CoimbraVerified email at dei.uc.pt
Alberto FreitasMEDCIDS/FMUP, CINTESISVerified email at med.up.pt
Fernando MagroVerified email at med.up.pt
Gladys CastilloUniversity of AveiroVerified email at ua.pt
Inês C. MoreiraRadiographer, S. João Hospital Center; Assistant Professor, Superior Health School, Porto, PortugalVerified email at ess.ipp.pt
Luís LopesDep. Computer Science, Faculty of Sciences, University of PortoVerified email at g.uporto.pt
Matilde Monteiro-SoaresEscola Superior de Saúde da Cruz Vermelha Portuguesa - LisboaVerified email at med.up.pt
Zoran BosnićUniversity of Ljubljana, Faculty of Computer and Information ScienceVerified email at fri.uni-lj.si
Barbara Antunes PhDResearch Associate, Primary Care Unit, University of CambridgeVerified email at kcl.ac.uk
Irene J HigginsonProfessor of Palliative Care and Policy, King's College London, Cicely Saunders InstituteVerified email at kcl.ac.uk
João A FonsecaCINTESIS @ RISE, MEDCIDS, Faculdade de Medicina, Universidade do PortoVerified email at med.up.pt
Luis Velez LapãoUniversidade Nova de LisboaVerified email at ihmt.unl.pt
Igor KononenkoProfessor of Computer Science, University of LjubljanaVerified email at fri.uni-lj.si

Pedro Pereira Rodrigues

Associate Professor of Health Data Science - Faculty of Medicine of the University of Porto

Verified email at med.up.pt - Homepage

Health Data Science Artificial Intelligence in Medicine Intelligent Data Analysis Digital Health


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Learning with drift detection J Gama, P Medas, G Castillo, P Rodrigues Advances in Artificial Intelligence–SBIA 2004, 286-295, 2004	2033	2004
On evaluating stream learning algorithms J Gama, R Sebastião, PP Rodrigues Machine Learning 90 (3), 317-346, 2013	617	2013
Issues in evaluation of stream learning algorithms J Gama, R Sebastião, PP Rodrigues Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	442	2009
Hierarchical clustering of time-series data streams PP Rodrigues, J Gama, JP Pedroso Knowledge and Data Engineering, IEEE Transactions on 20 (5), 615-627, 2008	315	2008
Learning decision trees from dynamic data streams J Gama, P Medas, P Rodrigues Proceedings of the 2005 ACM Symposium on Applied computing, 573-577, 2005	160	2005
Clinical predictors of colectomy in patients with ulcerative colitis: systematic review and meta-analysis of cohort studies CC Dias, PP Rodrigues, A da Costa-Pereira, F Magro Journal of Crohn's and Colitis 9 (2), 156-163, 2015	118	2015
Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes RC Pereira, MS Santos, PP Rodrigues, PH Abreu Journal of Artificial Intelligence Research 69, 1255-1285, 2020	80	2020
Clustering distributed sensor data streams using local processing and reduced communication J Gama, PP Rodrigues, L Lopes Intelligent Data Analysis 15 (1), 3-28, 2011	80	2011
Data stream processing J Gama, PP Rodrigues Learning from Data Streams-Processing Techniques in Sensor Networks, 25-39, 2007	78	2007
ODAC: Hierarchical clustering of time series data streams PP Rodrigues, J Gama, JP Pedroso Proceedings of the Sixth SIAM International Conference on Data Mining, 499-503, 2006	71	2006
Clinical prognostic factors for disabling Crohn's disease: a systematic review and meta-analysis CC Dias, PP Rodrigues, A da Costa-Pereira, F Magro World Journal of Gastroenterology: WJG 19 (24), 3866, 2013	64	2013
Data Quality and Integration Issues in Electronic Health Records RJ Cruz-Correia, PP Rodrigues, A Freitas, FC Almeida, R Chen, ... Information Discovery on Electronic Health Records, 55, 2009	62	2009
Evaluating algorithms that learn from data streams J Gama, PP Rodrigues, R Sebastião Proceedings of the 2009 ACM symposium on Applied Computing, 1496-1500, 2009	60	2009
Analysis of the quality of hospital information systems audit trails R Cruz-Correia, I Boldt, L Lapão, C Santos-Pereira, PP Rodrigues, ... BMC Medical Informatics and Decision Making 13, 84, 2013	58	2013
An Overview on Mining Data Streams J Gama, PP Rodrigues Foundations of Computational Intelligence 6, 29-45, 2009	54	2009
Stream-based electricity load forecast J Gama, P Rodrigues Knowledge Discovery in Databases: PKDD 2007, 446-453, 2007	53	2007
Development and Assessment of an E-Learning Course on Breast Imaging for Radiographers: A Stratified Randomized Controlled Trial IC Moreira, SR Ventura, I Ramos, PP Rodrigues Journal of Medical Internet Research 17 (1), e3, 2015	50	2015
Biomarkers for Alzheimer’s Disease in the Current State: A Narrative Review S Gunes, Y Aizawa, T Sugashi, M Sugimoto, PP Rodrigues International Journal of Molecular Sciences 23 (9), 4962, 2022	48	2022
A system for analysis and prediction of electricity-load streams PP Rodrigues, J Gama Intelligent Data Analysis 13 (3), 477-496, 2009	46	2009
Monitoring incremental histogram distribution for change detection in data streams R Sebastião, J Gama, P Rodrigues, J Bernardes Knowledge Discovery from Sensor Data, 25-42, 2010	44	2010

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