Amparo Alonso‐Betanzos

Recent advances and emerging challenges of feature selection in the context of big data

Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos · Knowledge-Based Systems · 2015 · 311 citations

Engineering, Machine Learning, Data Science +12

Ensemble feature selection: Homogeneous and heterogeneous approaches

Borja Seijo-Pardo, Iago Porto-Díaz, Verónica Bolón‐Canedo et al. · Knowledge-Based Systems · 2016 · 289 citations

Engineering, Machine Learning, Data Science +7

Feature selection for high-dimensional data

Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos · Progress in Artificial Intelligence · 2016 · 282 citations

Engineering, Machine Learning, Data Science +6

Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset

Verónica Bolón‐Canedo, Noelia Sánchez‐Maroño, Amparo Alonso‐Betanzos · Expert Systems with Applications · 2010 · 208 citations

Data Classification, Classification Method, Engineering +13

Fast-mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for High-Dimensional Big Data

Sergio Ramírez‐Gallego, Iago Lastra, David Martínez‐Rego et al. · International Journal of Intelligent Systems · 2016 · 191 citations

Cluster Computing, Engineering, Machine Learning +24