J.A. Romero-del-Castillo

A Proposal for Local $k$ Values for $k$ -Nearest Neighbor Rule

Nicolás García‐Pedrajas, J.A. Romero-del-Castillo, Gonzalo Cerruela García · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 122 citations

Computing, Computer Science, Data Mining +13

A cooperative coevolutionary algorithm for instance selection for instance-based learning

Nicolás García‐Pedrajas, J.A. Romero-del-Castillo, Domingo Ortíz-Boyer · Machine Learning · 2009 · 75 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

Local-based <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e4063" altimg="si17.svg"><mml:mi>k</mml:mi></mml:math> values for multi-label <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e4068" altimg="si17.svg"><mml:mi>k</mml:mi></mml:math>-nearest neighbors rule

J.A. Romero-del-Castillo, Manuel Mendoza-Hurtado, Domingo Ortíz-Boyer et al. · Engineering Applications of Artificial Intelligence · 2022 · 32 citations · Full text

Computing, Computer Science, Algorithms +10

Large scale instance selection by means of federal instance selection

Aida de Haro-García, Nicolás García‐Pedrajas, J.A. Romero-del-Castillo · Data & Knowledge Engineering · 2012 · 18 citations

Computing, Computer Science, Data Mining +3

A general framework for boosting feature subset selection algorithms

Javier Pérez-Rodríguez, Aida de Haro-García, J.A. Romero-del-Castillo et al. · Information Fusion · 2018 · 18 citations · Full text

Computing, Computer Science, Data Science +14