Luís Torgo
Luís Torgo
Professor, Faculty of Computer Science, Dalhousie University
Verified email at - Homepage
TitleCited byYear
Data mining with R: learning with case studies
L Torgo
CRC press, ISBN 9781439876404, 2010
OpenML: networked science in machine learning
JVJN van Rijn and Bernd Bischl and Luis Torgo
SIGKDD Explorations 15 (2), 49-60, 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
A survey of predictive modeling on imbalanced domains
P Branco, L Torgo, RP Ribeiro
ACM Computing Surveys (CSUR) 49 (2), 31, 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 …, 2004
Functional models for regression tree leaves
L Torgo
ICML 97, 385-393, 1997
Inductive learning of tree-based regression models
LFRA Torgo
PhD Thesis, Faculty of Sciences, University of Porto, 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
Knowledge Integration
L Torgo
Current Trends in Knowledge Acquisition 8, 90, 1990
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
Regression datasets
L Torgo
Data Sets Repository, URL: http://www. dcc. fc. up. pt/~ltorgo/Regression …, 2012
Smote for regression
L Torgo, RP Ribeiro, B Pfahringer, P Branco
Portuguese conference on artificial intelligence, 378-389, 2013
Resampling strategies for regression
L Torgo, P Branco, RP Ribeiro, B Pfahringer
Expert Systems 32 (3), 465-476, 2015
Regression by classification
L Torgo, J Gama
Brazilian symposium on artificial intelligence, 51-60, 1996
Regression using classification algorithms
L Torgo, J Gama
Intelligent Data Analysis 1 (4), 275-292, 1997
Controlled redundancy in incremental rule learning
L Torgo
European Conference on Machine Learning, 185-195, 1993
OpenML: A Collaborative Science Platform
JN van Rijn and Bernd Bischl and Luis Torgo and Bo
Proceedings of ECML/PKDD'2013, 645-649, 2013
Utility-based regression
L Torgo, R Ribeiro
European Conference on Principles of Data Mining and Knowledge Discovery …, 2007
Dynamic discretization of continuous attributes
J Gama, L Torgo, C Soares
Ibero-American Conference on Artificial Intelligence, 160-169, 1998
Kernel regression trees
L Torgo
Poster Papers of the 9th European Conference on Machine Learning (ECML 97 …, 1997
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Articles 1–20