متابعة
Luís Torgo
Luís Torgo
Canada Research Chair, Professor, Faculty of Computer Science, Dalhousie University
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
OpenML: networked science in machine learning‏
JVJN van Rijn and Bernd Bischl and Luis Torgo‏
SIGKDD Explorations 15 (2), 49-60, 2013‏
1580*2013
A survey of predictive modeling on imbalanced domains‏
P Branco, L Torgo, RP Ribeiro‏
ACM computing surveys (CSUR) 49 (2), 1-50, 2016‏
14802016
Data mining with R: learning with case studies‏
L Torgo‏
CRC press, ISBN 9781439876404, 2010‏
9612010
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
5912010
Smote for regression‏
L Torgo, RP Ribeiro, B Pfahringer, P Branco‏
Portuguese conference on artificial intelligence, 378-389, 2013‏
3972013
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
3492020
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
3422017
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
1941997
Resampling strategies for regression‏
L Torgo, P Branco, RP Ribeiro, B Pfahringer‏
Expert systems 32 (3), 465-476, 2015‏
1822015
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
1342019
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
1142009
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 by classification‏
L Torgo, J Gama‏
Advances in Artificial Intelligence: 13th Brazilian Symposium on Artificial …, 1996‏
1081996
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
1012007
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مقالات 1–20