Juan Ramón Rico-Juan

Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain

Juan Ramón Rico-Juan, Paloma Taltavull de La Paz · Expert Systems with Applications · 2021 · 118 citations · Full text

Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation

Antonio‐Javier Gallego, Jorge Calvo-Zaragoza, Jose J. Valero-Mas et al. · Pattern Recognition · 2017 · 113 citations

Data Classification, Classification Method, Engineering +10

Efficient <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si2.svg"><mml:mi>k</mml:mi></mml:math>-nearest neighbor search based on clustering and adaptive <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si2.svg"><mml:mi>k</mml:mi></mml:math> values

Antonio‐Javier Gallego, Juan Ramón Rico-Juan, Jose J. Valero-Mas · Pattern Recognition · 2021 · 78 citations · Full text

Math Xmlns, Computational Science, Engineering +7

Improving kNN multi-label classification in Prototype Selection scenarios using class proposals

Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan · Pattern Recognition · 2014 · 66 citations · Full text

Knn Multi-label Classification, Data Classification, Classification Method +13

Oversampling imbalanced data in the string space

Francisco J. Castellanos, Jose J. Valero-Mas, Jorge Calvo-Zaragoza et al. · Pattern Recognition Letters · 2018 · 53 citations

Engineering, String-searching Algorithm, Data Science +4