Listado de producción
Listando 86 resultados
| Titulo | Año | Tipo |
|---|---|---|
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 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 |
A cost-sensitive Imprecise Credal Decision Tree based on nonparametric predictive inference
JOAQUÍN ABELLÁN MULERO, Serafín Moral García
|
2022 | Articulo |
Required mathematical properties and behaviors of uncertainty measures on belief intervals
JOAQUÍN ABELLÁN MULERO, Serafín Moral García
|
2021 | Articulo |
Uncertainty-based information measures on the approximate non-parametric predictive inference model
JOAQUÍN ABELLÁN MULERO, Serafín Moral García
|
2021 | Articulo |
Combination in the theory of evidence via a new measurement of the conflict between evidences
JOAQUÍN ABELLÁN MULERO, Serafín Moral García, María Dolores Benítez Benítez Estévez
|
2021 | Articulo |
Credal sets representable by reachable probability intervals and belief functions
JOAQUÍN ABELLÁN MULERO, Serafín Moral García
|
2021 | Articulo |
Uncertainty-based information measures on the approximate non-parametric predictive inference model
JOAQUÍN ABELLÁN MULERO, Serafín Moral García
|
2021 | 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 |
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 |
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 |
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 |
Critique of Recent Uncertainty Measures Developed Under the Evidence Theory and Belief Intervals
JOAQUÍN ABELLÁN MULERO
|
2020 | Articulo |
Maximum of Entropy for Belief Intervals Under Evidence Theory
JOAQUÍN ABELLÁN MULERO, Serafín Moral García
|
2020 | Articulo |
Maximum of Entropy for Belief Intervals Under Evidence Theory
JOAQUÍN ABELLÁN MULERO, Serafín Moral García
|
2020 | Articulo |
Critique of modified Deng entropies under the evidence theory
JOAQUÍN ABELLÁN MULERO, Serafín Moral García
|
2020 | Articulo |
“Combination in Dempster-Shafer Theory Based on a Disagreement Factor Between Evidences
JOAQUÍN ABELLÁN MULERO, Serafín Moral García, María Dolores Benítez Benítez Estévez
|
2019 | Capítulo de libro |
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 |
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 |
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 |
Remarks on ¿A new non-specificity measure in evidence theory based on belief intervals¿
JOAQUÍN ABELLÁN MULERO
|
2018 | Articulo |
Drawbacks of uncertainty measures based on the pignistic transformation
JOAQUÍN ABELLÁN MULERO
|
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
JOAQUÍN ABELLÁN MULERO
|
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 |
Analyzing properties of Deng entropy in the theory of evidence
JOAQUÍN ABELLÁN MULERO
|
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 |
Analysis and extension of decision trees based on imprecise probabilities: application on noisy data
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO
|
2014 | Articulo |
Credal-C4.5: Decision tree based on imprecise probabilities to classify noisy data
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO
|
2014 | Articulo |
Improving experimental studies about ensembles of classifiers for bankruptcy prediction and credit scoring
CARLOS JAVIER MANTAS RUIZ, JOAQUÍN ABELLÁN MULERO
|
2014 | Articulo |
Patterns of Single-Vehicle Crashes on Two-Lane Rural Highways in Granada Province, Spain. In-Depth Analysis Through Decision Rules
JUAN DE OÑA LÓPEZ, JOAQUÍN ABELLÁN MULERO
|
2014 | Articulo |
ANALISIS DE LA SEVERIDAD DE LOS ACCIDENTES DE TRÁFICO UTILIZANDO TÉCNICAS DE MINERIA DE DATOS
JUAN DE OÑA LÓPEZ (Director), JOAQUÍN ABELLÁN MULERO (Director)
|
2013 | Tesis Doctoral |
Extracting decision rules from police accident reports through decision trees
JUAN DE OÑA LÓPEZ, JOAQUÍN ABELLÁN MULERO
|
2013 | Articulo |
Analysis of traffic accident severity using Decision Rules via Decision
JUAN DE OÑA LÓPEZ, JOAQUÍN ABELLÁN MULERO
|
2013 | Articulo |
Ensembles of decision trees based on imprecise probabilities and uncertainty measures
JOAQUÍN ABELLÁN MULERO
|
2013 | Articulo |
An application of Non-Parametric Predictive Inference on multi-class classification high-level-noise problems
JOAQUÍN ABELLÁN MULERO
|
2013 | Articulo |
Equivalence relations among dominance concepts on probability intervals and general credal sets
JOAQUÍN ABELLÁN MULERO
|
2012 | Articulo |
Bagging schemes on the presence of class noise in classification
JOAQUÍN ABELLÁN MULERO
|
2012 | Articulo |
BAGGING SCHEMES ON THE PRESENCE OF CLASS NOISE IN CLASSIFICATION
JOAQUÍN ABELLÁN MULERO
|
2012 | Articulo |
Using decision trees to extract decision rules from police reports on road accidents
JUAN DE OÑA LÓPEZ, JOAQUÍN ABELLÁN MULERO
|
2012 | Articulo |
Priorización de actuaciones sobre accidentes de tráfico mediante reglas de decisión
JUAN DE OÑA LÓPEZ, JOAQUÍN ABELLÁN MULERO
|
2012 | Capítulo de libro |
IMPRECISE CLASSIFICATION WITH CREDAL DECISION TREES
JOAQUÍN ABELLÁN MULERO
|
2012 | Articulo |
Determining dependence relations using a new score based on imprecise probabilities
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2012 | Articulo |
A MEMORY EFFICIENT SEMI-NAIVE BAYES CLASSIFIER WITH GROUPING OF CASES
ANDRÉS CANO UTRERA, SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2011 | Articulo |
MAXIMISING ENTROPY ON THE NONPARAMETRIC PREDICTIVE INFERENCE MODEL FOR MULTINOMIAL DATA
JOAQUÍN ABELLÁN MULERO
|
2011 | Articulo |
COMBINING NONSPECIFICITY MEASURES IN DEMPSTER-SHAFER THEORY OF EVIDENCE
JOAQUÍN ABELLÁN MULERO
|
2011 | Articulo |
Using imprecise probabilities to extract decision rules via decision trees for analysis of traffic accidents
JOAQUÍN ABELLÁN MULERO
|
2011 | Capítulo de libro |
AN ENSEMBLE METHOD USING CREDAL DECISION TREES
JOAQUÍN ABELLÁN MULERO
|
2010 | Articulo |
BAGGING DECISION TREES ON DATA SETS WITH CLASSIFICATION NOISE
JOAQUÍN ABELLÁN MULERO
|
2010 | Articulo |
AN EXPERIMENTAL STUDY ABOUT SIMPLE DECISION TREES FOR BAGGING ENSEMBLE ON DATASETS WITH CLASSIFICATION NOISE
JOAQUÍN ABELLÁN MULERO
|
2009 | Articulo |
A FILTER-WRAPPER METHOD TO SELECT VARIABLES FOR THE NAIVE BAYES CLASSIFIER BASED ON CREDAL DECISION TREES
JOAQUÍN ABELLÁN MULERO
|
2009 | Articulo |
REQUIREMENTS FOR TOTAL UNCERTAINTY MEASURES IN DEMPSTER¿SHAFER THEORY OF EVIDENCE
JOAQUÍN ABELLÁN MULERO
|
2008 | Articulo |
SPLIT CRITERIONS FOR VARIABLE SELECTION USING DECISION TREES
JOAQUÍN ABELLÁN MULERO
|
2007 | Articulo |
COMBINIG DECISION TREES BASED ON IMPRECISE PROBABILITIES AND UNCERTAINTY MEASURES
JOAQUÍN ABELLÁN MULERO
|
2007 | Articulo |
A SEMI-NAIVE BAYES CLASSIFIER WITH GROUPING OF CASES
ANDRÉS CANO UTRERA, SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2007 | Articulo |
HILL-CLIMBING AND BRANCH-AND-BOUND ALGORITHMS FOR EXACT AND APPROXIMATE INFERENCE IN CREDAL NETWORKS
MANUEL GÓMEZ OLMEDO, ANDRÉS CANO UTRERA, SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2007 | Articulo |
VARYING PARAMETER IN CLASSIFICATION BASED ON IMPRECISE PROBABILITIES
MANUEL GÓMEZ OLMEDO, SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2006 | Articulo |
MEASURES OF DIVERGENCE ON CREDAL SETS
MANUEL GÓMEZ OLMEDO, JOAQUÍN ABELLÁN MULERO
|
2006 | Review |
APPLICATION OF UNCERTAINTY MEASURES ON CREDAL SETS ON THE NAIVE BAYESIAN CLASSIFIER
JOAQUÍN ABELLÁN MULERO
|
2006 | Articulo |
UNCERTAINTY MEASURES ON PROBABILITY INTERVALS FROM THE IMPRECISE DIRICHLET MODEL
JOAQUÍN ABELLÁN MULERO
|
2006 | Articulo |
DISAGGREGATED TOTAL UNCERTAINTY MEASURE FOR CREDAL SETS
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2006 | Articulo |
AN ALGORITHM TO COMPUTE THE UPPER ENTROPY FOR ORDER-2 CAPACITIES
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2006 | Articulo |
BOOK REVIEW
JOAQUÍN ABELLÁN MULERO
|
2006 | Articulo |
A NON-SPECIFICITY MEASURE FOR CONVEX SETS OF PROBABILITY DISTRIBUTIONS (VOL 8, PG 357, 2000)
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2005 | Corrección |
COMPLETING AN UNCERTAINTY CRITERION OF CLASSIFICATION
JOAQUÍN ABELLÁN MULERO
|
2005 | Articulo |
UPPER ENTROPY OF CREDAL SETS. APPLICATIONS TO CREDAL CLASSIFICATION
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2005 | Articulo |
ADDITIVITY OF UNCERTAINTY MEASURES ON CREDAL SETS
JOAQUÍN ABELLÁN MULERO
|
2005 | Articulo |
DIFFERENCE OF ENTROPIES AS A NON-SPECIFICITY FUNCTION ON CREDAL SETS
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2005 | Articulo |
RANGE OF ENTROPY FOR CREDAL SETS
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2004 | Articulo |
RANGE OF ENTROPY FOR CREDAL SETS
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2004 | Capítulo de libro |
VARYING PARAMETER IN CLASSIFICATION BASED ON IMPRECISE PROBABILITIES
MANUEL GÓMEZ OLMEDO, SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2004 | Capítulo de libro |
BUILDING CLASSIFICATION TREES USING THE TOTAL UNCERTAINTY CRITERION
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2003 | Articulo |
MAXIMUM OF ENTROPY FOR CREDAL SETS
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2003 | Articulo |
MEDIDAS DE ENTROPÍA Y DISTANCIA EN CONJUNTOS CONVEXOS DE PROBABILIDAD: DEFINICIONES Y APLICACIONES
SERAFÍN MORAL CALLEJÓN (Director), JOAQUÍN ABELLÁN MULERO (Doctorando)
|
2002 | Tesis Doctoral |
A NON-SPECIFICITY MEASURE FOR CONVEX SETS OF PROBABILITY DISTRIBUTIONS
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
2000 | Articulo |
Improving experimental studies about ensembles of classifers for bankruptcy prediction and credit scoring
JOAQUÍN ABELLÁN MULERO
|
- | Articulo |
Improving experimental studies about ensembles of classifers for bankruptcy prediction and credit scoring
JOAQUÍN ABELLÁN MULERO
|
- | Articulo |
An application of Non-Parametric Predictive Inference on multi-class classification high-level-noise problems
JOAQUÍN ABELLÁN MULERO
|
- | Articulo |
Classification with decision trees from a nonparametric predictive inference perspective
JOAQUÍN ABELLÁN MULERO
|
- | Articulo |
A new imprecise Score Measure for Independence
SERAFÍN MORAL CALLEJÓN, JOAQUÍN ABELLÁN MULERO
|
- | Articulo |