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Luís Torgo
Luís Torgo
Canada Research Chair, Professor, Faculty of Computer Science, Dalhousie University
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OpenML: networked science in machine learning
JVJN van Rijn and Bernd Bischl and Luis Torgo
SIGKDD Explorations 15 (2), 49-60, 2013
1615*2013
A survey of predictive modeling on imbalanced domains
P Branco, L Torgo, RP Ribeiro
ACM computing surveys (CSUR) 49 (2), 1-50, 2016
14992016
Data mining with R: learning with case studies
L Torgo
CRC press, ISBN 9781439876404, 2010
9682010
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
5952010
Smote for regression
L Torgo, RP Ribeiro, B Pfahringer, P Branco
Portuguese conference on artificial intelligence, 378-389, 2013
4092013
Evaluating time series forecasting models: An empirical study on performance estimation methods
V Cerqueira, L Torgo, I Mozetič
Machine Learning 109 (11), 1997-2028, 2020
3632020
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
3602017
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
2252004
Functional models for regression tree leaves
L Torgo
ICML 97, 385-393, 1997
1971997
Resampling strategies for regression
L Torgo, P Branco, RP Ribeiro, B Pfahringer
Expert systems 32 (3), 465-476, 2015
1862015
Inductive learning of tree-based regression models
LFRA Torgo
PhD Thesis, Faculty of Sciences, University of Porto, 1999
174*1999
Machine learning vs statistical methods for time series forecasting: Size matters
V Cerqueira, L Torgo, C Soares
arXiv preprint arXiv:1909.13316, 2019
1412019
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, 144-171, 2006
1282006
UBL: an R package for utility-based learning
P Branco, RP Ribeiro, L Torgo
arXiv preprint arXiv:1604.08079, 2016
1202016
Precision and recall for regression
L Torgo, R Ribeiro
Discovery Science: 12th International Conference, DS 2009, Porto, Portugal …, 2009
1182009
Regression by classification
L Torgo, J Gama
Advances in Artificial Intelligence: 13th Brazilian Symposium on Artificial …, 1996
1151996
Ensembles for Time Series Forecasting.
M Oliveira, L Torgo
ACML'2014, JMLR: Workshop and Conference Proceeding 39, 360-370, 2014
1102014
OpenML: A Collaborative Science Platform
JN van Rijn and Bernd Bischl and Luis Torgo and Bo
Proceedings of ECML/PKDD'2013, 645-649, 2013
110*2013
Regression datasets
L Torgo
Data Sets Repository, URL: http://www. dcc. fc. up. pt/~ltorgo/Regression …, 2012
105*2012
Utility-based regression
L Torgo, R Ribeiro
Knowledge Discovery in Databases: PKDD 2007: 11th European Conference on …, 2007
1032007
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Artigos 1–20