Alberto Japón

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generalization of deep learning image restoration method for compressed sensing in electron tomography with a limited number of projections.
Inf. Sci.
Alberto Japón, Miguel López-Haro, José Marqueses-Rodríguez, Juan Manuel Muñoz-Ocaña, Justo Puerto, Antonio M. Rodríguez-Chía
2026 J jnl
Optimal probabilistic feature shifts for reclassification in tree ensembles.
Pattern Recognit.
Víctor Blanco, Alberto Japón, Justo Puerto, Peter Yun Zhang
2024 J jnl
Optimal probabilistic feature shifts for reclassification in tree ensembles.
CoRR
Víctor Blanco, Alberto Japón, Justo Puerto, Peter Zhang
2023 J jnl
Multiclass optimal classification trees with SVM-splits.
Mach. Learn.
Víctor Blanco, Alberto Japón, Justo Puerto
2022 J jnl
A Mathematical Programming Approach to Optimal Classification Forests.
CoRR
Víctor Blanco, Alberto Japón, Justo Puerto, Peter Zhang
2022 J jnl
A mathematical programming approach to SVM-based classification with label noise.
Comput. Ind. Eng.
Víctor Blanco, Alberto Japón, Justo Puerto
2022 J jnl
Correction to: Robust optimal classification trees under noisy labels.
Adv. Data Anal. Classif.
Víctor Blanco, Alberto Japón, Justo Puerto
2022 J jnl
Robust optimal classification trees under noisy labels.
Adv. Data Anal. Classif.
Víctor Blanco, Alberto Japón, Justo Puerto
2021 J jnl
Multiclass Optimal Classification Trees with SVM-splits.
CoRR
Víctor Blanco, Alberto Japón, Justo Puerto
2021 J jnl
On the multisource hyperplanes location problem to fitting set of points.
Comput. Oper. Res.
Víctor Blanco, Alberto Japón, Diego Ponce, Justo Puerto
2020 J jnl
A Mathematical Programming approach to Binary Supervised Classification with Label Noise.
CoRR
Víctor Blanco, Alberto Japón, Justo Puerto
2020 J jnl
Optimal arrangements of hyperplanes for SVM-based multiclass classification.
Adv. Data Anal. Classif.
Víctor Blanco, Alberto Japón, Justo Puerto
2020 J jnl
Robust Optimal Classification Trees under Noisy Labels.
CoRR
Víctor Blanco, Alberto Japón, Justo Puerto