Alberto Japón

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Multiclass Classification

Mathematical Programming

Mixed Integer Linear

Top Venues

Adv. Data Anal. Classif.

Comput. Oper. Res.

Publications

Víctor Blanco, Alberto Japón, Justo Puerto
Multiclass optimal classification trees with SVM-splits. Mach. Learn. 112 (12) (2023)
Víctor Blanco, Alberto Japón, Justo Puerto
Robust optimal classification trees under noisy labels. Adv. Data Anal. Classif. 16 (1) (2022)
Víctor Blanco, Alberto Japón, Justo Puerto
Correction to: Robust optimal classification trees under noisy labels. Adv. Data Anal. Classif. 16 (4) (2022)
Víctor Blanco, Alberto Japón, Justo Puerto, Peter Zhang
A Mathematical Programming Approach to Optimal Classification Forests. CoRR (2022)
Víctor Blanco, Alberto Japón, Justo Puerto
A mathematical programming approach to SVM-based classification with label noise. Comput. Ind. Eng. 172 (Part) (2022)
Víctor Blanco, Alberto Japón, Justo Puerto
Multiclass Optimal Classification Trees with SVM-splits. CoRR (2021)
Víctor Blanco, Alberto Japón, Diego Ponce, Justo Puerto
On the multisource hyperplanes location problem to fitting set of points. Comput. Oper. Res. 128 (2021)
Víctor Blanco, Alberto Japón, Justo Puerto
A Mathematical Programming approach to Binary Supervised Classification with Label Noise. CoRR (2020)
Víctor Blanco, Alberto Japón, Justo Puerto
Optimal arrangements of hyperplanes for SVM-based multiclass classification. Adv. Data Anal. Classif. 14 (1) (2020)
Víctor Blanco, Alberto Japón, Justo Puerto
Robust Optimal Classification Trees under Noisy Labels. CoRR (2020)