Enrique Leyva

Three new instance selection methods based on local sets: A comparative study with several approaches from a bi-objective perspective

Enrique Leyva, Antonio González, Raúl Pérez · Pattern Recognition · 2014 · 108 citations

Instance-based Learning, Multiple Instance Learning, Engineering +13

A Set of Complexity Measures Designed for Applying Meta-Learning to Instance Selection

Enrique Leyva, Antonio González, Raúl Pérez · IEEE Transactions on Knowledge and Data Engineering · 2014 · 81 citations

Artificial Intelligence, Multiple Instance Learning, Engineering +19

Combining instance selection methods based on data characterization: An approach to increase their effectiveness

Yoel Caises, Antonio González, Enrique Leyva et al. · Information Sciences · 2011 · 26 citations

Data Characterization, Instance-based Learning, Multiple Instance Learning +11

Knowledge-based instance selection: A compromise between efficiency and versatility

Enrique Leyva, Antonio González, Raúl Pérez · Knowledge-Based Systems · 2013 · 24 citations

Instance-based Learning, Multiple Instance Learning, Engineering +10

On the use of meta-learning for instance selection: An architecture and an experimental study

Enrique Leyva, Yoel Caises, Antonio González et al. · Information Sciences · 2014 · 19 citations

Artificial Intelligence, Instance-based Learning, Multiple Instance Learning +13