Yailé Caballero Mota

SMOTE-RSB *: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory

Enislay Ramentol, Yailé Caballero Mota, Rafael Bello et al. · Knowledge and Information Systems · 2011 · 473 citations

Data Classification, Engineering, Data Science +12

Online and Non-Parametric Drift Detection Methods Based on Hoeffding’s Bounds

Isvani Frías Blanco, José del Campo-Ávila, Gonzalo Ramos-Jiménez et al. · IEEE Transactions on Knowledge and Data Engineering · 2014 · 434 citations · Full text

Incremental Learning, Engineering, Machine Learning +20

IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification

Enislay Ramentol, Sarah Vluymans, Nele Verbiest et al. · IEEE Transactions on Fuzzy Systems · 2014 · 106 citations

Data Classification, Fuzzy Logic, Imbalanced Data +15

Correcting noisy ratings in collaborative recommender systems

Raciel Yera, Yailé Caballero Mota, Luis Martı́nez · Knowledge-Based Systems · 2014 · 82 citations

Computational Social Science, Group Recommenders, Engineering +9

An e-Learning Collaborative Filtering Approach to Suggest Problems to Solve in Programming Online Judges

Raciel Yera, Yailé Caballero Mota · International Journal of Distance Education Technologies · 2014 · 43 citations

Artificial Intelligence, Ranking Algorithm, Engineering +15