Alberto Japón

According to our database, Alberto Japón authored at least 11 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Optimal probabilistic feature shifts for reclassification in tree ensembles.

Víctor Blanco, Alberto Japón, Justo Puerto, Peter Yun Zhang

Pattern Recognit., 2026

Generalization of deep learning image restoration method for compressed sensing in electron tomography with a limited number of projections.

Alberto Japón, Miguel López-Haro, José Marqueses-Rodríguez, Juan Manuel Muñoz-Ocaña, Justo Puerto, Antonio M. Rodríguez-Chía

Inf. Sci., 2026

2024

Optimal probabilistic feature shifts for reclassification in tree ensembles.

Víctor Blanco, Alberto Japón, Justo Puerto, Peter Zhang

CoRR, 2024

2023

Multiclass optimal classification trees with SVM-splits.

Víctor Blanco, Alberto Japón, Justo Puerto

Mach. Learn., December, 2023

2022

A Mathematical Programming Approach to Optimal Classification Forests.

Víctor Blanco, Alberto Japón, Justo Puerto, Peter Zhang

CoRR, 2022

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

Víctor Blanco, Alberto Japón, Justo Puerto

Comput. Ind. Eng., 2022

Correction to: Robust optimal classification trees under noisy labels.

Víctor Blanco, Alberto Japón, Justo Puerto

Adv. Data Anal. Classif., 2022

Robust optimal classification trees under noisy labels.

Víctor Blanco, Alberto Japón, Justo Puerto

Adv. Data Anal. Classif., 2022

2021

On the multisource hyperplanes location problem to fitting set of points.

Víctor Blanco, Alberto Japón, Diego Ponce, Justo Puerto

Comput. Oper. Res., 2021

2020

A Mathematical Programming approach to Binary Supervised Classification with Label Noise.

Víctor Blanco, Alberto Japón, Justo Puerto

CoRR, 2020

Optimal arrangements of hyperplanes for SVM-based multiclass classification.

Víctor Blanco, Alberto Japón, Justo Puerto

Adv. Data Anal. Classif., 2020