Listado de producción
Listando 36 resultados
| Titulo | Año | Tipo |
|---|---|---|
A new label ordering method in Classifier Chains based on imprecise probabilities
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, Serafín Moral García
|
2022 | Articulo |
Using extreme prior probabilities on the Naive Credal Classifier
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, Serafín Moral García
|
2022 | Articulo |
A Decision Support Tool for Credit Domains: Bayesian Network with a Variable Selector Based on Imprecise Probabilities
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, Serafín Moral García, María Dolores Benítez Benítez Estévez
|
2021 | Articulo |
Non-parametric predictive inference for solving multi-label classification
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, Serafín Moral García
|
2020 | Articulo |
On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, Serafín Moral García
|
2020 | Articulo |
On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier
CARLOS JAVIER MANTAS RUIZ, Francisco Javier García Castellano
|
2020 | Articulo |
Bagging of credal decision trees for imprecise classification
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, Serafín Moral García, María Dolores Benítez Benítez Estévez
|
2020 | Articulo |
Combining gene expression data and prior knowledge for inferring gene regulatory networks via Bayesian networks using structural restrictions
LUIS MIGUEL DE CAMPOS IBAÑEZ, ANDRÉS CANO UTRERA, SERAFÍN MORAL CALLEJÓN, Francisco Javier García Castellano
|
2019 | Articulo |
Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, Serafín Moral García
|
2019 | Articulo |
A comparison of random forest based algorithms: random credal random forest versus oblique random forest
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, Serafín Moral García
|
2019 | Articulo |
AdaptativeCC4.5: Credal C4.5 with a rough class noise estimator
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano
|
2018 | Articulo |
Increasing diversity in Random Forest learning algorithm via imprecise probabilities
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, Serafín Moral García
|
2018 | Articulo |
Using Credal-C4.5 with Binary Relevance for Multi-Label Classification
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, Serafín Moral García
|
2018 | Articulo |
A comparative study on base classifiers in ensemble methods for credit scoring
JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano
|
2017 | Articulo |
Extraction of decision rules via imprecise probabilities
JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, LAURA GARACH MORCILLO
|
2017 | Articulo |
Improving the Naive Bayes Classifier via a Quick Variable Selection Method Using Maximum of Entropy
JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano
|
2017 | Articulo |
A Random Forest approach using imprecise probabilities
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano
|
2017 | Articulo |
A new robust classifier on noise domains: Bagging of Credal-C4. 5 trees
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano
|
2017 | Articulo |
Analysis of Credal-C4.5 for classification in noisy domains
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano
|
2016 | Articulo |
Using imprecise probabilities to extract decision rules via decision trees for analysis of traffic accidents
JOAQUÍN ABELLÁN MULERO, Francisco Javier García Castellano, LAURA GARACH MORCILLO
|
2014 | Capítulo de libro |
Tesis Docotoral: Modelos bayesianos para la clasificación supervisada. Aplicaciones al análisis de datos de expresión genética.
LUIS MIGUEL DE CAMPOS IBAÑEZ (Director), ANDRÉS CANO UTRERA (Director), SERAFÍN MORAL CALLEJÓN (Director), Francisco Javier García Castellano (Doctorando)
|
2009 | Tesis Doctoral |
Modelos bayesianos para la clasificación supervisado: Aplicaciones al análisis de datos de expresión genética.
Francisco Javier García Castellano
|
2009 | Libro |
BAYESIAN NETWORK LEARNING ALGORITHMS USING STRUCTURAL RESTRICTIONS: EIGHTH EUROPEAN CONFERENCE ON SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY (ECSQARU 2005)
LUIS MIGUEL DE CAMPOS IBAÑEZ, Francisco Javier García Castellano
|
2007 | Articulo |
ON THE USE OF RESTRICTIONS FOR LEARNING, BAYESIAN NETWORKS
LUIS MIGUEL DE CAMPOS IBAÑEZ, Francisco Javier García Castellano
|
2005 | Articulo |
SELECTIVE GAUSSIAN NAIVE BAYES MODEL FOR DIFFUSE LARGE-B-CELL LYMPHOMA CLASSIFICATION: SOME IMPROVEMENTS IN PREPROCESSING AND VARIABLE ELIMINATION
ANDRÉS CANO UTRERA, SERAFÍN MORAL CALLEJÓN, Francisco Javier García Castellano
|
2005 | Articulo |
METHODS TO DETERMINE THE BRANCHING ATTRIBUTE IN BAYESIAN MULTINETS CLASSIFIERS
ANDRÉS CANO UTRERA, SERAFÍN MORAL CALLEJÓN, Francisco Javier García Castellano
|
2005 | Articulo |
LEARNING BAYESIAN NETWORK CLASSIFIERS: SEARCHING IN A SPACE OF PARTIALLY DIRECTED ACYCLIC GRAPHS
LUIS MIGUEL DE CAMPOS IBAÑEZ, SILVIA ACID CARRILLO, Francisco Javier García Castellano
|
2005 | Articulo |
Trabajo Conducente A Obtención De DEA: Árboles de Clasificación: Hibridaciones con clasificadores bayesianos.
Francisco Javier García Castellano (Autor/a)
|
2003 | Trabajo conducente a obtención de DEA |
EVOLVING RBF NEURAL NETWORKS FOR TIME-SERIES FORECASTING WITH EVRBF
PEDRO ANGEL CASTILLO VALDIVIESO, VÍCTOR MANUEL RIVAS SANTOS, MARIA ISABEL GARCÍA ARENAS, Francisco Javier García Castellano
|
2003 | Articulo |
GENETIC ALGORITHM VISUALIZATION USING SELF-ORGANIZING MAPS
PEDRO ANGEL CASTILLO VALDIVIESO, MARIA ISABEL GARCÍA ARENAS, Francisco Javier García Castellano, GUSTAVO ROMERO
|
2002 | Articulo |
OPTIMISATION OF MULTILAYER PERCEPTRONS USING A DISTRIBUTED EVOLUTIONARY ALGORITHM WITH SOAP
PEDRO ANGEL CASTILLO VALDIVIESO, VÍCTOR MANUEL RIVAS SANTOS, MARIA ISABEL GARCÍA ARENAS, Francisco Javier García Castellano, GUSTAVO ROMERO
|
2002 | Articulo |
FUNCTION APPROXIMATION WITH EVOLVED MULTILAYER PERCEPTRONS
PEDRO ANGEL CASTILLO VALDIVIESO, ALBERTO PRIETO ESPINOSA, VÍCTOR MANUEL RIVAS SANTOS, MARIA ISABEL GARCÍA ARENAS, Francisco Javier García Castellano, GUSTAVO ROMERO
|
2001 | Capítulo de libro |
DISEÑO DE REDES NEURONALES ARTIFICIALES MEDIANTE ALGORITMOS EVOLUTIVOS
PEDRO ANGEL CASTILLO VALDIVIESO, ALBERTO PRIETO ESPINOSA, Francisco Javier García Castellano
|
2001 | Articulo |
EVOLUTIONARY COMPUTATION VISUALIZATION: APPLICATION TO G-PROP
PEDRO ANGEL CASTILLO VALDIVIESO, ALBERTO PRIETO ESPINOSA, VÍCTOR MANUEL RIVAS SANTOS, MARIA ISABEL GARCÍA ARENAS, Francisco Javier García Castellano, GUSTAVO ROMERO
|
2000 | Articulo |
Proyecto fin de carrera: Objetos Evolutivos Paralelos.
Francisco Javier García Castellano (Autor/a)
|
2000 | Proyecto fin de carrera |
A new robust classifier on noise domains: Bagging of Credal-C4. 5 trees
Francisco Javier García Castellano
|
- | Articulo |