Luís Torgo

Cited by

	All	Since 2016
Citations	4446	2793
h-index	28	23
i10-index	64	40

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Co-authors

Rita P. RibeiroFaculty of Sciences, University of PortoVerified email at dcc.fc.up.pt
Paula BrancoAssistant Professor, School Electrical Engineering and Computer Science at University of OttawaVerified email at uottawa.ca
Carlos SoaresAssociate Professor, Faculdade de Engenharia, Universidade do Porto / Fraunhofer AICOS / LIACCVerified email at fep.up.pt
Nuno MonizINESC TEC / University of PortoVerified email at inesctec.pt
Vitor CerqueiraResearcher at Dalhousie UniversityVerified email at dal.ca
Joao GamaProfessor, Faculty of Economics, University of PortoVerified email at fep.up.pt
Pavel BrazdilProfessor at FEP, U.Porto, Member of LIAAD-INESC TecVerified email at inescporto.pt
Bernd BischlChair of Statistical Learning and Data Science, LMU MunichVerified email at stat.uni-muenchen.de
Jan N. van RijnLeiden UniversityVerified email at liacs.leidenuniv.nl
Joaquin VanschorenEindhoven University of TechnologyVerified email at tue.nl
Orlando OhashiPhD Student, University of PortoVerified email at liaad.up.pt
Bernhard PfahringerProfessor of Computer Science, University of WaikatoVerified email at waikato.ac.nz
Mariana OliveiraUniversity of Porto / INESC TECVerified email at inesctec.pt
Alípio JorgeLIAAD, INESC Porto, DCC, FCUP, university of PortoVerified email at fc.up.pt
Catarina MagalhãesResearcher at CIIMARVerified email at ciimar.up.pt
Manuel HerreraUniversity of CambridgeVerified email at cam.ac.uk
Brett DruryLIAAD-INESC-TEC, PortugalVerified email at inescporto.pt
Fábio PintoAutomaiseVerified email at inesctec.pt
Igor MozetičJožef Stefan Institute, Ljubljana, SloveniaVerified email at ijs.si
Vítor Santos CostaProfessor of Computer Science, Universidade do PortoVerified email at dcc.fc.up.pt

Luís Torgo

Professor, Faculty of Computer Science, Dalhousie University

Verified email at dal.ca - Homepage

Data Science Data Mining Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Data mining with R: learning with case studies L Torgo CRC press, ISBN 9781439876404, 2010	655*	2010
OpenML: networked science in machine learning JVJN van Rijn and Bernd Bischl and Luis Torgo SIGKDD Explorations 15 (2), 49-60, 2013	576*	2013
Predictive models for forecasting hourly urban water demand M Herrera, L Torgo, J Izquierdo, R Pérez-García Journal of hydrology 387 (1-2), 141-150, 2010	372	2010
A survey of predictive modeling on imbalanced domains P Branco, L Torgo, RP Ribeiro ACM Computing Surveys (CSUR) 49 (2), 1-50, 2016	352	2016
Outlier detection using clustering methods: a data cleaning application A Loureiro, L Torgo, C Soares Proceedings of KDNet Symposium on Knowledge-based systems for the Public Sector, 2004	184	2004
Functional models for regression tree leaves L Torgo ICML 97, 385-393, 1997	154	1997
Inductive learning of tree-based regression models LFRA Torgo PhD Thesis, Faculty of Sciences, University of Porto, 1999	144	1999
Design of an end-to-end method to extract information from tables AC e Silva, AM Jorge, L Torgo International Journal of Document Analysis and Recognition (IJDAR) 8 (2-3 …, 2006	93	2006
Knowledge acquisition via knowledge integration P Brazdil, L Torgo Current Trends in Knowledge Acquisition, 90-104, 1990	85	1990
Smote for regression L Torgo, RP Ribeiro, B Pfahringer, P Branco Portuguese conference on artificial intelligence, 378-389, 2013	84	2013
Regression datasets L Torgo Data Sets Repository, URL: http://www. dcc. fc. up. pt/~ltorgo/Regression …, 2012	79*	2012
Resampling strategies for regression L Torgo, P Branco, RP Ribeiro, B Pfahringer Expert Systems 32 (3), 465-476, 2015	74	2015
Learning in distributed systems and multi-agent environments P Brazdil, M Gams, S Sian, L Torgo, W Van de Velde European Working Session on Learning, 412-423, 1991	69	1991
Regression using classification algorithms L Torgo, J Gama Intelligent Data Analysis 1 (4), 275-292, 1997	61	1997
Regression by classification L Torgo, J Gama Brazilian symposium on artificial intelligence, 51-60, 1996	61	1996
A survey of predictive modelling under imbalanced distributions P Branco, L Torgo, R Ribeiro arXiv preprint arXiv:1505.01658, 2015	56	2015
OpenML: A Collaborative Science Platform JN van Rijn and Bernd Bischl and Luis Torgo and Bo Proceedings of ECML/PKDD'2013, 645-649, 2013	56*	2013
Ensembles for Time Series Forecasting. M Oliveira, L Torgo ACML'2014, JMLR: Workshop and Conference Proceeding 39, 360-370, 2014	55	2014
Precision and recall for regression L Torgo, R Ribeiro International Conference on Discovery Science, 332-346, 2009	53	2009
Controlled redundancy in incremental rule learning L Torgo European Conference on Machine Learning, 185-195, 1993	53	1993

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