Jose G. Moreno-Torres

A unifying view on dataset shift in classification

Jose G. Moreno-Torres, Troy Raeder, Rocío Aláiz-Rodríguez et al. · Pattern Recognition · 2011 · 918 citations

Data Classification, Dataset Shift, Machine Learning +12

Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics

Victoria López, Alberto Fernández, Jose G. Moreno-Torres et al. · Expert Systems with Applications · 2011 · 307 citations

Data Classification, Classification Method, Engineering +14

Study on the Impact of Partition-Induced Dataset Shift on <formula formulatype="inline"><tex Notation="TeX">$k$</tex></formula>-Fold Cross-Validation

Jose G. Moreno-Torres, José A. Sáez, Francisco Herrera · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 298 citations

Partition-induced Dataset Shift, Data Classification, Classification Method +14

A methodology for Institution-Field ranking based on a bidimensional analysis: the IFQ 2 A index

Daniel Torres‐Salinas, Jose G. Moreno-Torres, Emilio Delgado López‐Cózar et al. · Scientometrics · 2011 · 41 citations

Institutional Environment, Index System, Ranking Algorithm +8

Repairing fractures between data using genetic programming-based feature extraction: A case study in cancer diagnosis

Jose G. Moreno-Torres, Xavier Llorà, David E. Goldberg et al. · Information Sciences · 2010 · 36 citations

Engineering, Data Science, Data Mining +13