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Luı́s Torgo

OpenML
2014 · Joaquin Vanschoren, Jan N. van Rijn, et al. · ACM SIGKDD Explorations Newsletter · 1,218
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A Survey of Predictive Modeling on Imbalanced Domains
2016 · Paula Branco, Luís Torgo, et al. · ACM Computing Surveys · 1,121
Evaluating time series forecasting models: an empirical study on performance estimation methods
2020 · Vitor Cerqueira, Luis Torgo, et al. · Machine Learning · 505
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Predictive models for forecasting hourly urban water demand
2010 · Manuel Herrera, Luís Torgo, et al. · Journal of Hydrology · 453
Data Mining With R: Learning By Case Studies
2010 · Luı́s Torgo · 397
SMOTE for Regression
2013 · Luís Torgo, Rita P. Ribeiro, et al. · Lecture notes in computer science · 329
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SMOGN: a Pre-processing Approach for Imbalanced Regression
2017 · Paula Branco, Luı́s Torgo, et al. · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) · 207
Data Mining with R
2010 · Luís Torgo · Chapman & Hall/CRC data mining and knowledge discovery series · 205
A Survey of Predictive Modelling under Imbalanced Distributions
2015 · Branco, Paula, Torgo, Luis, et al. · arXiv (Cornell University) · 166
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Resampling strategies for regression
2014 · Luís Torgo, Paula Branco, et al. · Expert Systems · 164
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Pre-processing approaches for imbalanced distributions in regression
2019 · Paula Branco, Luis Torgo, et al. · Neurocomputing · 133
Automated Detection, Classification and Counting of Fish in Fish Passages With Deep Learning
2022 · Vishnu Kandimalla, Matt Richard, et al. · Frontiers in Marine Science · 128
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Functional Models for Regression Tree Leaves
1997 · Luı́s Torgo · 118
Inductive learning of tree-based regression models
1999 · Luı́s Torgo · 107
Utility-Based Regression
2007 · Luis Torgo, Rita Ribeiro · Lecture notes in computer science · 104
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Design of an end-to-end method to extract information from tables
2006 · Ana Costa e Silva, Alípio M. Jorge, et al. · International Journal on Document Analysis and Recognition (IJDAR) · 97
A Survey on Spatio-temporal Data Analytics Systems
2022 · Md Mahbub Alam, Luis Torgo, et al. · ACM Computing Surveys · 95
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Precision and Recall for Regression
2009 · Luis Torgo, Rita Ribeiro · Lecture notes in computer science · 90
OpenML: A Collaborative Science Platform
2013 · Jan N. van Rijn, Bernd Bischl, et al. · Lecture notes in computer science · 77
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Machine Learning vs Statistical Methods for Time Series Forecasting: Size Matters
2019 · Cerqueira, Vitor, Torgo, Luis, et al. · arXiv (Cornell University) · 75
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Data Mining with R
2011 · Luis Torgo · Chapman & Hall/CRC eBooks · 73
Arbitrated Ensemble for Time Series Forecasting
2017 · Vítor Cerqueira, Luís Torgo, et al. · Lecture notes in computer science · 72
Regression by classification
1996 · Luís Torgo, João Gama · Lecture notes in computer science · 70
Regression Using Classification Algorithms
1997 · L TORGO, J GAMA · Intelligent Data Analysis · 67
Resampling strategies for imbalanced time series forecasting
2017 · Nuno Moniz, Paula Branco, et al. · International Journal of Data Science and Analytics · 65
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Works count: 197
Citation count: 8,078
H-index: 38
I10-index: 81
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