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Luís Torgo
Luís Torgo
Canada Research Chair, Professor, Faculty of Computer Science, Dalhousie University
Verified email at dal.ca - Homepage
Title
Cited by
Cited by
Year
OpenML: networked science in machine learning
JVJN van Rijn and Bernd Bischl and Luis Torgo
SIGKDD Explorations 15 (2), 49-60, 2013
1298*2013
A survey of predictive modeling on imbalanced domains
P Branco, L Torgo, RP Ribeiro
ACM computing surveys (CSUR) 49 (2), 1-50, 2016
12272016
Data mining with R: learning with case studies
L Torgo
CRC press, ISBN 9781439876404, 2010
9142010
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
5342010
Smote for regression
L Torgo, RP Ribeiro, B Pfahringer, P Branco
Portuguese conference on artificial intelligence, 378-389, 2013
2882013
Evaluating time series forecasting models: An empirical study on performance estimation methods
V Cerqueira, L Torgo, I Mozetič
Machine Learning 109, 1997-2028, 2020
2242020
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
2222004
SMOGN: a pre-processing approach for imbalanced regression
P Branco, L Torgo, RP Ribeiro
First international workshop on learning with imbalanced domains: Theory and …, 2017
2172017
Functional models for regression tree leaves
L Torgo
ICML 97, 385-393, 1997
1841997
Inductive learning of tree-based regression models
LFRA Torgo
PhD Thesis, Faculty of Sciences, University of Porto, 1999
1761999
Resampling strategies for regression
L Torgo, P Branco, RP Ribeiro, B Pfahringer
Expert Systems 32 (3), 465-476, 2015
1482015
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
1212006
Regression datasets
L Torgo
Data Sets Repository, URL: http://www. dcc. fc. up. pt/~ltorgo/Regression …, 2012
102*2012
Machine learning vs statistical methods for time series forecasting: Size matters
V Cerqueira, L Torgo, C Soares
arXiv preprint arXiv:1909.13316, 2019
1012019
UBL: an R package for utility-based learning
P Branco, RP Ribeiro, L Torgo
arXiv preprint arXiv:1604.08079, 2016
1012016
Ensembles for Time Series Forecasting.
M Oliveira, L Torgo
ACML'2014, JMLR: Workshop and Conference Proceeding 39, 360-370, 2014
962014
Regression by classification
L Torgo, J Gama
Advances in Artificial Intelligence: 13th Brazilian Symposium on Artificial …, 1996
951996
OpenML: A Collaborative Science Platform
JN van Rijn and Bernd Bischl and Luis Torgo and Bo
Proceedings of ECML/PKDD'2013, 645-649, 2013
92*2013
Knowledge Acquisition via Knowledge Integration
PB Brazdil, L Torgo
Current Trends in Knowledge Acquisition 8 (https://www.researchgate.net …, 1990
911990
Learning in distributed systems and multi-agent environments
P Brazdil, M Gams, S Sian, L Torgo, W Van de Velde
Machine Learning—EWSL-91: European Working Session on Learning Porto …, 1991
891991
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