Anı́bal R. Figueiras-Vidal

Universidad Carlos III de Madrid

35H指数

275论文数

5.2K被引数

收录论文 44

发表时间

Neural network for ordinal classification of imbalanced data by minimizing a Bayesian cost

PATTERN RECOGNITION

IF7.6

2023-05-01

OAAI

Lazaro, Marcelino; Figueiras-Vidal, Anibal R.

Optimum Bayesian thresholds for rebalanced classification problems using class-switching ensembles

PATTERN RECOGNITION

IF7.6

2023-03-01

OAAI

Gutierrez-Lopez, Aitor; Gonzalez-Serrano, Francisco-Javier; Figueiras-Vidal, Anibal R.

Imbalance example-dependent cost classification: A Bayesian based method

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-03-01

PREAI

Mediavilla-Relano, Javier; Lazaro, Marcelino; Figueiras-Vidal, Anibal R.

A Bayes Risk Minimization Machine for Example-Dependent Cost Classification

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2021-07-01

OAAI

Lazaro, Marcelino; Figueiras-Vidal, Anibal R.

On the design of Bayesian principled algorithms for imbalanced classification

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-06-01

PREAI

Benitez-Buenache, Alexander; Alvarez-Perez, Lorena; Figueiras-Vidal, Anibal R.

MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. Ensembles overview and proposal

INFORMATION FUSION

IF15.5

2020-10-01

OAAI

Tabik, Siham; Alvear-Sandoval, Ricardo F.; Ruiz, Maria M.; Sancho-Gomez, Jose-Luis; Figueiras-Vidal, Anibal R.; Herrera, Francisco

Asymmetric label switching resists binary imbalance

INFORMATION FUSION

IF15.5

2020-08-01

PREAI

Gutierrez-Lopez, Aitor; Gonzalez-Serrano, Francisco-Javier; Figueiras-Vidal, Anibal R.

Likelihood ratio equivalence and imbalanced binary classification (vol 130, pg 84, 2019)

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-05-01

PREAI

Benitez-Buenache, Alexander; Alvarez-Perez, Lorena; Mathews, V. John; Figueiras-Vidal, Anibal R.

Designing non-linear minimax and related discriminants by disjoint tangent configurations applied to RBF networks

NEUROCOMPUTING

IF6.5

2020-03-01

PREAI

Martinez-Garcia, Juan-Antonio; Sancho-Gomez, Jose-Luis; Sanchez-Morales, Adrian; Figueiras-Vidal, Anibal R.

Exploiting label information to improve auto-encoding based classifiers

NEUROCOMPUTING

IF6.5

2019-12-01

PREAI

Sanchez-Morales, Adrian; Sancho-Gomez, Jose-Luis; Figueiras-Vidal, Anibal R.

On improving CNNs performance: The case of MNIST

INFORMATION FUSION

IF15.5

2019-12-01

PREAI

Alvear-Sandoval, Ricardo F.; Sancho-Gomez, Jose L.; Figueiras-Vidal, Anibal R.

Likelihood ratio equivalence and imbalanced binary classification

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2019-09-01

PREAI

Benitez-Buenache, Alexander; Alvarez-Perez, Lorena; Mathews, V. John; Figueiras-Vidal, Anibal R.

Linear discriminants described by disjoint tangent configurations

NEUROCOMPUTING

IF6.5

2018-11-01

PREAI

Sancho-Gomez, Jose-Luis; Martinez-Garcia, Juan-Antonio; Ahalt, Stanley C.; Figueiras-Vidal, Anibal R.

Training neural network classifiers through Bayes risk minimization applying unidimensional Parzen windows

PATTERN RECOGNITION

IF7.6

2018-05-01

PREAI

Lazaro, Marcelino; Hayes, Monson H.; Figueiras-Vidal, Anibal R.

On building ensembles of stacked denoising auto-encoding classifiers and their further improvement (vol 39, pg 41, 2018)

INFORMATION FUSION

IF15.5

2018-03-01

PREAI

Alvear-Sandoval, Ricardo F.; Figueiras-Vidal, Anibal R.

On building ensembles of stacked denoising auto-encoding classifiers and their further improvement

INFORMATION FUSION

IF15.5

2018-01-01

OAAI

Alvear-Sandoval, Ricardo F.; Figueiras-Vidal, Anibal R.

Class Switching according to Nearest Enemy Distance for learning from highly imbalanced data-sets

PATTERN RECOGNITION

IF7.6

2017-10-01

PREAI

Gonzalez, Sergio; Garcia, Salvador; Lazaro, Marcelino; Figueiras-Vidal, Anibal R.; Herrera, Francisco

Boosting ensembles with controlled emphasis intensity

PATTERN RECOGNITION LETTERS

IF3.3

2017-03-01

OAAI

Ahachad, Anas; Alvarez-Perez, Lorena; Figueiras-Vidal, Anibal R.

Post-aggregation of classifier ensembles

INFORMATION FUSION

IF15.5

2015-11-01

PREAI

Omari, Adil; Figueiras-Vidal, Anibal R.

A new boosting design of Support Vector Machine classifiers

INFORMATION FUSION

IF15.5

2015-09-01

PREAI

Mayhua-Lopez, Efrain; Gomez-Verdejo, Vanessa; Figueiras-Vidal, Anibal R.

研究方向