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ORCIDJoaquín Abellán
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2020 – today
- 2024
[j63]Serafín Moral-García, Tahani Coolen-Maturi
, Frank P. A. Coolen, Joaquín Abellán:
A Bayesian Imprecise Classification method that weights instances using the error costs. Appl. Soft Comput. 165: 112080 (2024)- [j62]Serafín Moral-García, Joaquín Abellán:
Lazy Multi-Label Classification algorithms based on Non-Parametric Predictive Inference. Expert Syst. Appl. 256: 124921 (2024) - 2023
- [j61]Serafín Moral-García, Joaquín Abellán:
Improving the Results in Credit Scoring by Increasing Diversity in Ensembles of Classifiers. IEEE Access 11: 58451-58461 (2023) - [j60]Joaquín Abellán, Alejandro Pérez-Lara, Serafín Moral-García:
A Variation of the Algorithm to Achieve the Maximum Entropy for Belief Functions. Entropy 25(6): 867 (2023) - [j59]Serafín Moral-García, María D. Benítez, Joaquín Abellán:
Upgrading the Fusion of Imprecise Classifiers. Entropy 25(7): 1088 (2023) - 2022
- [j58]Serafín Moral-García, Joaquín Abellán, Tahani Coolen-Maturi, Frank P. A. Coolen:
A cost-sensitive Imprecise Credal Decision Tree based on Nonparametric Predictive Inference. Appl. Soft Comput. 123: 108916 (2022) - [j57]Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán:
Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification. Int. J. Approx. Reason. 147: 60-77 (2022) - [j56]Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Joaquín Abellán:
A new label ordering method in Classifier Chains based on imprecise probabilities. Neurocomputing 487: 34-45 (2022) - [j55]Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Joaquín Abellán:
Using extreme prior probabilities on the Naive Credal Classifier. Knowl. Based Syst. 237: 107707 (2022) - 2021
- [j54]Joaquín Abellán, Serafín Moral-García, María D. Benítez:
Combination in the theory of evidence via a new measurement of the conflict between evidences. Expert Syst. Appl. 178: 114987 (2021) - [j53]Serafín Moral-García, Joaquín Abellán:
Credal sets representable by reachable probability intervals and belief functions. Int. J. Approx. Reason. 129: 84-102 (2021) - [j52]Javier G. Castellano, Serafín Moral-García, Carlos Javier Mantas, María D. Benítez, Joaquín Abellán:
A Decision Support Tool for Credit Domains: Bayesian Network with a Variable Selector Based on Imprecise Probabilities. Int. J. Fuzzy Syst. 23(7): 2004-2020 (2021) - [j51]Serafín Moral-García, Joaquín Abellán:
Uncertainty-based information measures on the approximate non-parametric predictive inference model. Int. J. Gen. Syst. 50(2): 159-181 (2021) - [j50]Serafín Moral-García, Joaquín Abellán:
Required mathematical properties and behaviors of uncertainty measures on belief intervals. Int. J. Intell. Syst. 36(8) (2021) - [c19]Serafín Moral-García, Francisco Javier García Castellano, Carlos Javier Mantas, Joaquín Abellán:
Using Credal C4.5 for Calibrated Label Ranking in Multi-Label Classification. ISIPTA 2021: 220-228 - [c18]Serafín Moral-García, Joaquín Abellán:
Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory. ISIPTA 2021: 229-234 - 2020
- [j49]Serafín Moral-García, Joaquín Abellán:
Maximum of Entropy for Belief Intervals Under Evidence Theory. IEEE Access 8: 118017-118029 (2020) - [j48]Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán:
Non-parametric predictive inference for solving multi-label classification. Appl. Soft Comput. 88: 106011 (2020) - [j47]Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, María D. Benítez, Joaquín Abellán:
Bagging of credal decision trees for imprecise classification. Expert Syst. Appl. 141 (2020) - [j46]Javier G. Castellano, Serafín Moral-García, Carlos Javier Mantas, Joaquín Abellán:
On the Use of m-Probability-Estimation and Imprecise Probabilities in the Naïve Bayes Classifier. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 28(4): 661-682 (2020) - [j45]Joaquín Abellán, Éloi Bossé:
Critique of Recent Uncertainty Measures Developed Under the Evidence Theory and Belief Intervals. IEEE Trans. Syst. Man Cybern. Syst. 50(3): 1186-1192 (2020) - [c17]Serafín Moral, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán:
Imprecise Classification with Non-parametric Predictive Inference. IPMU (2) 2020: 53-66
2010 – 2019
- 2019
- [j44]Serafín Moral-García, Javier G. Castellano, Carlos Javier Mantas, Alfonso Montella, Joaquín Abellán:
Decision Tree Ensemble Method for Analyzing Traffic Accidents of Novice Drivers in Urban Areas. Entropy 21(4): 360 (2019) - [j43]Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán:
Ensemble of classifier chains and Credal C4.5 for solving multi-label classification. Prog. Artif. Intell. 8(2): 195-213 (2019) - [j42]Carlos Javier Mantas, Javier G. Castellano, Serafín Moral-García, Joaquín Abellán:
A comparison of random forest based algorithms: random credal random forest versus oblique random forest. Soft Comput. 23(21): 10739-10754 (2019) - [c16]Joaquín Abellán, Serafín Moral-García, María D. Benítez:
Combination in Dempster-Shafer Theory Based on a Disagreement Factor Between Evidences. ECSQARU 2019: 148-159 - [p1]Joaquín Abellán, Carlos Javier Mantas, Éloi Bossé:
Basic Properties for Total Uncertainty Measures in the Theory of Evidence. Information Quality in Information Fusion and Decision Making 2019: 99-108 - 2018
- [j41]Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano:
AdaptativeCC4.5: Credal C4.5 with a rough class noise estimator. Expert Syst. Appl. 92: 363-379 (2018) - [j40]Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano, Serafín Moral:
Increasing diversity in random forest learning algorithm via imprecise probabilities. Expert Syst. Appl. 97: 228-243 (2018) - [j39]Serafín Moral-García, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán:
Using Credal-C4.5 with Binary Relevance for Multi-Label Classification. J. Intell. Fuzzy Syst. 35(6): 6501-6512 (2018) - [j38]Joaquín Abellán, Éloi Bossé:
Drawbacks of Uncertainty Measures Based on the Pignistic Transformation. IEEE Trans. Syst. Man Cybern. Syst. 48(3): 382-388 (2018) - [c15]Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano, José Ramón Cano, Serafín Moral:
Credal C4.5 with Refinement of Parameters. IPMU (3) 2018: 739-747 - 2017
- [j37]Joaquín Abellán, Javier G. Castellano, Carlos Javier Mantas:
A New Robust Classifier on Noise Domains: Bagging of Credal C4.5 Trees. Complex. 2017: 9023970:1-9023970:17 (2017) - [j36]Joaquín Abellán, Javier G. Castellano:
Improving the Naive Bayes Classifier via a Quick Variable Selection Method Using Maximum of Entropy. Entropy 19(6): 247 (2017) - [j35]Joaquín Abellán, Javier G. Castellano:
A comparative study on base classifiers in ensemble methods for credit scoring. Expert Syst. Appl. 73: 1-10 (2017) - [j34]Joaquín Abellán, Griselda López, Laura Garach, Javier G. Castellano:
Extraction of decision rules via imprecise probabilities. Int. J. Gen. Syst. 46(4): 313-331 (2017) - [j33]Joaquín Abellán, Carlos Javier Mantas, Javier G. Castellano:
A Random Forest approach using imprecise probabilities. Knowl. Based Syst. 134: 72-84 (2017) - 2016
- [j32]Carlos Javier Mantas, Joaquín Abellán, Javier G. Castellano:
Analysis of Credal-C4.5 for classification in noisy domains. Expert Syst. Appl. 61: 314-326 (2016) - 2014
- [j31]Joaquín Abellán, Rebecca M. Baker, Frank P. A. Coolen, Richard J. Crossman, Andrés R. Masegosa:
Classification with decision trees from a nonparametric predictive inference perspective. Comput. Stat. Data Anal. 71: 789-802 (2014) - [j30]Carlos Javier Mantas, Joaquín Abellán:
Analysis and extension of decision trees based on imprecise probabilities: Application on noisy data. Expert Syst. Appl. 41(5): 2514-2525 (2014) - [j29]Joaquín Abellán, Carlos Javier Mantas:
Improving experimental studies about ensembles of classifiers for bankruptcy prediction and credit scoring. Expert Syst. Appl. 41(8): 3825-3830 (2014) - [j28]Carlos Javier Mantas, Joaquín Abellán:
Credal-C4.5: Decision tree based on imprecise probabilities to classify noisy data. Expert Syst. Appl. 41(10): 4625-4637 (2014) - [c14]Carlos Javier Mantas, Joaquín Abellán:
Credal decision trees in noisy domains. ESANN 2014 - [c13]Carlos Javier Mantas, Joaquín Abellán:
Credal Decision Trees to Classify Noisy Data Sets. HAIS 2014: 689-696 - [c12]Griselda López, Laura Garach, Joaquín Abellán, Javier G. Castellano, Carlos Javier Mantas:
Using Imprecise Probabilities to Extract Decision Rules via Decision Trees for Analysis of Traffic Accidents. RSCTC 2014: 288-298 - 2013
- [j27]Joaquín Abellán:
An application of Non-Parametric Predictive Inference on multi-class classification high-level-noise problems. Expert Syst. Appl. 40(11): 4585-4592 (2013) - [j26]Joaquín Abellán, Griselda López, Juan de Oña:
Analysis of traffic accident severity using Decision Rules via Decision Trees. Expert Syst. Appl. 40(15): 6047-6054 (2013) - [j25]Joaquín Abellán:
Ensembles of decision trees based on imprecise probabilities and uncertainty measures. Inf. Fusion 14(4): 423-430 (2013) - 2012
- [j24]Joaquín Abellán, Andrés R. Masegosa:
Bagging schemes on the presence of class noise in classification. Expert Syst. Appl. 39(8): 6827-6837 (2012) - [j23]Joaquín Abellán, Serafín Moral:
Determining dependence relations using a new score based on imprecise probabilities. Intell. Data Anal. 16(6): 847-863 (2012) - [j22]Joaquín Abellán:
Equivalence relations among dominance concepts on probability intervals and general credal sets. Int. J. Gen. Syst. 41(2): 109-122 (2012) - [j21]Joaquín Abellán, Andrés R. Masegosa:
Imprecise Classification with Credal Decision Trees. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 20(5): 763-788 (2012) - 2011
- [j20]Joaquín Abellán, Rebecca M. Baker, Frank P. A. Coolen:
Maximising entropy on the nonparametric predictive inference model for multinomial data. Eur. J. Oper. Res. 212(1): 112-122 (2011) - [j19]Joaquín Abellán, Andrés Cano, Andrés R. Masegosa, Serafín Moral:
A memory efficient semi-Naive Bayes classifier with grouping of cases. Intell. Data Anal. 15(3): 299-318 (2011) - [j18]Joaquín Abellán:
Combining nonspecificity measures in Dempster-Shafer theory of evidence. Int. J. Gen. Syst. 40(6): 611-622 (2011) - 2010
- [j17]Joaquín Abellán, Andrés R. Masegosa:
An ensemble method using credal decision trees. Eur. J. Oper. Res. 205(1): 218-226 (2010) - [c11]Joaquín Abellán, Andrés R. Masegosa:
Bagging Decision Trees on Data Sets with Classification Noise. FoIKS 2010: 248-265
2000 – 2009
- 2009
- [j16]Joaquín Abellán, Andrés R. Masegosa:
A Filter-Wrapper Method to Select Variables for the Naive Bayes Classifier Based on Credal Decision Trees. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 17(6): 833-854 (2009) - [c10]Joaquín Abellán, Andrés R. Masegosa:
An Experimental Study about Simple Decision Trees for Bagging Ensemble on Datasets with Classification Noise. ECSQARU 2009: 446-456 - 2008
- [j15]Joaquín Abellán, Andrés R. Masegosa:
Requirements for total uncertainty measures in Dempster-Shafer theory of evidence. Int. J. Gen. Syst. 37(6): 733-747 (2008) - 2007
- [j14]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Joaquín Abellán:
Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks. Int. J. Approx. Reason. 44(3): 261-280 (2007) - [c9]Joaquín Abellán, Andrés Cano, Andrés R. Masegosa, Serafín Moral:
A Semi-naive Bayes Classifier with Grouping of Cases. ECSQARU 2007: 477-488 - [c8]Joaquín Abellán, Andrés R. Masegosa:
Split Criterions for Variable Selection Using Decision Trees. ECSQARU 2007: 489-500 - [c7]Joaquín Abellán, Andrés R. Masegosa:
Combining Decision Trees Based on Imprecise Probabilities and Uncertainty Measures. ECSQARU 2007: 512-523 - 2006
- [j13]Joaquín Abellán, Manuel Gómez-Olmedo:
Measures of divergence on credal sets. Fuzzy Sets Syst. 157(11): 1514-1531 (2006) - [j12]Joaquín Abellán:
Book review. Fuzzy Sets Syst. 157(21): 2900-2901 (2006) - [j11]Joaquín Abellán, George J. Klir, Serafín Moral:
Disaggregated total uncertainty measure for credal sets. Int. J. Gen. Syst. 35(1): 29-44 (2006) - [j10]Joaquín Abellán:
Uncertainty measures on probability intervals from the imprecise Dirichlet model. Int. J. Gen. Syst. 35(5): 509-528 (2006) - [j9]Joaquín Abellán:
Application of uncertainty measures on credal sets on the naive Bayesian classifier. Int. J. Gen. Syst. 35(6): 675-686 (2006) - [j8]Joaquín Abellán, Serafín Moral:
An Algorithm to Compute the Upper Entropy for Order-2 Capacities. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 14(2): 141-154 (2006) - [c6]Joaquín Abellán, Manuel Gómez-Olmedo, Serafín Moral:
Some Variations on the PC Algorithm. Probabilistic Graphical Models 2006: 1-8 - [c5]Joaquín Abellán, Serafín Moral, Manuel Gómez-Olmedo, Andrés R. Masegosa:
Varying Parameter in Classification Based on Imprecise Probabilities. SMPS 2006: 231-239 - 2005
- [j7]Joaquín Abellán, Serafín Moral:
Upper entropy of credal sets. Applications to credal classification. Int. J. Approx. Reason. 39(2-3): 235-255 (2005) - [j6]Joaquín Abellán, Serafín Moral:
Difference of entropies as a non-specificity function on credal sets†. Int. J. Gen. Syst. 34(3): 201-214 (2005) - [j5]Joaquín Abellán, George J. Klir:
Additivity of uncertainty measures on credal sets. Int. J. Gen. Syst. 34(6): 691-713 (2005) - [j4]Joaquín Abellán, Serafín Moral:
Corrigendum: "a Non-specificity Measure for Convex Sets of Probability Distributions". Int. J. Uncertain. Fuzziness Knowl. Based Syst. 13(4): 467 (2005) - [c4]Joaquín Abellán, Serafín Moral:
New Score for Independence Based on the Imprecise Dirichlet Model. ISIPTA 2005: 1-10 - 2003
- [j3]Joaquín Abellán, Serafín Moral:
Building classification trees using the total uncertainty criterion. Int. J. Intell. Syst. 18(12): 1215-1225 (2003) - [j2]Joaquín Abellán, Serafín Moral:
Maximum of Entropy for Credal Sets. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 11(5): 587-598 (2003) - [c3]Joaquín Abellán, Serafín Moral:
Maximum of Entropy in Credal Classification. ISIPTA 2003: 1-15 - 2001
- [c2]Joaquín Abellán, Serafín Moral:
Building classification trees using the total uncertainty criterion. ISIPTA 2001: 1-8 - 2000
- [j1]Joaquín Abellán, Serafín Moral:
A Non-Specificity Measure for Convex Sets of Probability Distributions. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 8(3): 357-368 (2000)
1990 – 1999
- 1999
- [c1]Joaquín Abellán, Serafín Moral:
A Non-specificity Measure for Convex Sets of Probability Distributions. ISIPTA 1999: 1-7
Coauthor Index
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