Alberto Japón

A mathematical programming approach to SVM-based classification with label noise

Víctor Blanco, Alberto Japón, Justo Puerto · Computers & Industrial Engineering · 2022 · 52 citations · Full text

Computing, Computer Science, Data Science +17

Optimal arrangements of hyperplanes for SVM-based multiclass classification

Víctor Blanco, Alberto Japón, Justo Puerto · Advances in Data Analysis and Classification · 2019 · 39 citations · Full text

Computing, Computer Science, Mathematics +14

On the multisource hyperplanes location problem to fitting set of points

Víctor Blanco, Alberto Japón, Diego Ponce et al. · Computers & Operations Research · 2020 · 19 citations · Full text

Computing, Computer Science, Optimization +6

Multiclass optimal classification trees with SVM-splits

Víctor Blanco, Alberto Japón, Justo Puerto · Machine Learning · 2023 · 11 citations · Full text

Computing, Computer Science, Data Mining +15