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2020 – today
- 2024
[j97]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)- [j96]Serafín Moral-García, Joaquín Abellán:
Lazy Multi-Label Classification algorithms based on Non-Parametric Predictive Inference. Expert Syst. Appl. 256: 124921 (2024) - [j95]Serafín Moral:
Desirable gambles based on pairwise comparisons. Int. J. Approx. Reason. 169: 109180 (2024) - 2023
- [j94]Serafín Moral-García, Joaquín Abellán:
Improving the Results in Credit Scoring by Increasing Diversity in Ensembles of Classifiers. IEEE Access 11: 58451-58461 (2023) - [j93]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) - [j92]Serafín Moral-García, María D. Benítez, Joaquín Abellán:
Upgrading the Fusion of Imprecise Classifiers. Entropy 25(7): 1088 (2023) - [j91]Serafín Moral, Andrés Cano, Manuel Gómez-Olmedo:
Imprecise probabilistic models based on hierarchical intervals. Inf. Sci. 638: 118995 (2023) - [c65]Carlos Morales, Serafín Moral:
Assessment of Situation Awareness and Automation in Performance-Based Navigation Procedures. ISADS 2023: 1-6 - 2022
- [j90]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) - [j89]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) - [j88]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) - [j87]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
- [j86]Serafín Moral, Andrés Cano, Manuel Gómez-Olmedo:
Computation of Kullback-Leibler Divergence in Bayesian Networks. Entropy 23(9): 1122 (2021) - [j85]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) - [j84]Serafín Moral-García, Joaquín Abellán:
Credal sets representable by reachable probability intervals and belief functions. Int. J. Approx. Reason. 129: 84-102 (2021) - [j83]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) - [j82]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) - [j81]Serafín Moral-García, Joaquín Abellán:
Required mathematical properties and behaviors of uncertainty measures on belief intervals. Int. J. Intell. Syst. 36(8) (2021) - [j80]Manuel Gómez-Olmedo, Rafael Cabañas, Andrés Cano, Serafín Moral, Ofelia P. Retamero:
Value-based potentials: Exploiting quantitative information regularity patterns in probabilistic graphical models. Int. J. Intell. Syst. 36(11): 6913-6943 (2021) - [c64]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 - [c63]Serafín Moral-García, Joaquín Abellán:
Basic Probability Assignments Representable via Belief Intervals for Singletons in Dempster-Shafer Theory. ISIPTA 2021: 229-234 - [e5]Andrés Cano, Jasper De Bock, Enrique Miranda, Serafín Moral:
International Symposium on Imprecise Probability: Theories and Applications, ISIPTA 2021, 6-9 July 2021, University of Granada, Granada, Spain. Proceedings of Machine Learning Research 147, PMLR 2021 [contents] - 2020
- [j79]Serafín Moral-García, Joaquín Abellán:
Maximum of Entropy for Belief Intervals Under Evidence Theory. IEEE Access 8: 118017-118029 (2020) - [j78]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) - [j77]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) - [j76]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) - [j75]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Serafín Moral-García:
MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 28(5): 785-805 (2020) - [j74]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Serafín Moral-García:
MPE Computation in Bayesian Networks Using Mini-Bucket and Probability Trees Approximation. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 28(5): 785-805 (2020) - [c62]Serafín Moral, Carlos Javier Mantas, Javier G. Castellano, Joaquín Abellán:
Imprecise Classification with Non-parametric Predictive Inference. IPMU (2) 2020: 53-66 - [c61]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral:
Learning Sets of Bayesian Networks. IPMU (2) 2020: 151-164
2010 – 2019
- 2019
- [j73]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) - [j72]Serafín Moral:
Learning with imprecise probabilities as model selection and averaging. Int. J. Approx. Reason. 109: 111-124 (2019) - [j71]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral:
A Bayesian approach to abrupt concept drift. Knowl. Based Syst. 185 (2019) - [j70]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) - [j69]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) - [c60]Joaquín Abellán, Serafín Moral-García, María D. Benítez:
Combination in Dempster-Shafer Theory Based on a Disagreement Factor Between Evidences. ECSQARU 2019: 148-159 - [c59]Carlos Morales, Serafín Moral:
Flight Trajectory Clustering: a framework that uses Planned Route data. ISADS 2019: 1-6 - 2018
- [j68]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) - [j67]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) - [c58]Serafín Moral:
Divergence Measures and Approximate Algorithms for Valuation Based Systems. IPMU (3) 2018: 591-602 - [c57]Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral:
Virtual Subconcept Drift Detection in Discrete Data Using Probabilistic Graphical Models. IPMU (3) 2018: 616-628 - [c56]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
- [c55]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral:
Estimating Conditional Probabilities by Mixtures of Low Order Conditional Distributions. SUM 2017: 107-118 - [e4]Serafín Moral, Olivier Pivert, Daniel Sánchez, Nicolás Marín:
Scalable Uncertainty Management - 11th International Conference, SUM 2017, Granada, Spain, October 4-6, 2017, Proceedings. Lecture Notes in Computer Science 10564, Springer 2017, ISBN 978-3-319-67581-7 [contents] - 2016
- [j66]Byron Oviedo, Serafín Moral, Amilkar Puris:
A hierarchical clustering method: Applications to educational data. Intell. Data Anal. 20(4): 933-951 (2016) - [j65]Carlos Morales, Serafín Moral:
Modeling aircrew information management for estimation of situational awareness using dynamic Bayesian networks. Simul. Model. Pract. Theory 65: 93-103 (2016) - [c54]Byron Oviedo, Luís Moreira, Amilkar Puris, Pavel Novoa-Hernández, Serafín Moral:
Learning Bayesian network by a mesh of points. CEC 2016: 3983-3989 - [c53]Carlos Morales, Serafín Moral:
Regression Methods Applied to Flight Variables for Situational Awareness Estimation Using Dynamic Bayesian Networks. Probabilistic Graphical Models 2016: 356-367 - 2015
- [j64]Concha Bielza, Serafín Moral, Antonio Salmerón:
Recent Advances in Probabilistic Graphical Models. Int. J. Intell. Syst. 30(3): 207-208 (2015) - [j63]Inés Couso, Serafín Moral, Luciano Sánchez:
The behavioral meaning of the median. Inf. Sci. 294: 127-138 (2015) - [c52]Carlos Morales, Serafín Moral:
Discretization of Simulated Flight Parameters for Estimation of Situational Awareness Using Dynamic Bayesian Networks. ISADS 2015: 196-201 - 2014
- [j62]Andrés R. Masegosa, Serafín Moral:
Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks. Int. J. Approx. Reason. 55(7): 1548-1569 (2014) - [j61]Serafín Moral:
Comments on "Statistical reasoning with set-valued information: Ontic vs. epistemic view" by Inés Couso and Didier Dubois. Int. J. Approx. Reason. 55(7): 1578-1579 (2014) - [j60]Serafín Moral:
Comments on "Likelihood-based belief function: Justification and some extensions to low-quality data" by Thierry Denœux. Int. J. Approx. Reason. 55(7): 1591-1593 (2014) - [j59]Andrés R. Masegosa, Serafín Moral:
Rejoinder on "Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks". Int. J. Approx. Reason. 55(7): 1618-1622 (2014) - [c51]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza:
Extended Probability Trees for Probabilistic Graphical Models. Probabilistic Graphical Models 2014: 113-128 - 2013
- [j58]Irene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón:
New strategies for finding multiplicative decompositions of probability trees. Appl. Math. Comput. 225: 573-589 (2013) - [j57]Andrés R. Masegosa, Serafín Moral:
New skeleton-based approaches for Bayesian structure learning of Bayesian networks. Appl. Soft Comput. 13(2): 1110-1120 (2013) - [j56]Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral:
Locally averaged Bayesian Dirichlet metrics for learning the structure and the parameters of Bayesian networks. Int. J. Approx. Reason. 54(4): 526-540 (2013) - [j55]Andrés R. Masegosa, Serafín Moral:
An interactive approach for Bayesian network learning using domain/expert knowledge. Int. J. Approx. Reason. 54(8): 1168-1181 (2013) - [j54]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza, Antonio Salmerón:
Inference in Bayesian Networks with Recursive Probability Trees: Data Structure Definition and Operations. Int. J. Intell. Syst. 28(7): 623-647 (2013) - [j53]María M. Abad-Grau, Nuria Medina-Medina, Serafín Moral, Rosana Montes-Soldado, Sergio Torres-Sánchez, Fuencisla Matesanz:
Increasing Power by using Haplotype Similarity in a Multimarker Transmission/disequilibrium Test. J. Bioinform. Comput. Biol. 11(2) (2013) - [c50]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora Beatriz Pérez-Ariza, Antonio Salmerón:
Learning Recursive Probability Trees from Data. CAEPIA 2013: 332-341 - [c49]Andres Masegosa Arredondo, María del Mar Abad-Grau, Serafín Moral, Fuencisla Matesanz:
Learning classifiers from discretized expression quantitative trait loci. IWBBIO 2013: 427-436 - [i6]Luis D. Hernández, Serafín Moral:
Inference with Idempotent Valuations. CoRR abs/1302.1546 (2013) - [i5]Luis M. de Campos, Serafín Moral:
Independence Concepts for Convex Sets of Probabilities. CoRR abs/1302.4940 (2013) - [i4]Serafín Moral, Luis M. de Campos:
Partially Specified Belief Functions. CoRR abs/1303.1513 (2013) - [i3]Serafín Moral:
Calculating Uncertainty Intervals From Conditional Convex Sets of Probabilities. CoRR abs/1303.5418 (2013) - [i2]José E. Cano, Serafín Moral, Juan F. Verdegay-López:
Combination of Upper and Lower Probabilities. CoRR abs/1303.5710 (2013) - [i1]Gregory F. Cooper, Serafín Moral:
Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (1998). CoRR abs/1304.3844 (2013) - 2012
- [j52]Joaquín Abellán, Serafín Moral:
Determining dependence relations using a new score based on imprecise probabilities. Intell. Data Anal. 16(6): 847-863 (2012) - [j51]Serafín Moral:
Imprecise probabilities for representing ignorance about a parameter. Int. J. Approx. Reason. 53(3): 347-362 (2012) - [j50]Frank P. A. Coolen, Thomas Fetz, Serafín Moral, Michael Oberguggenberger:
Editorial - Imprecise probability. Int. J. Approx. Reason. 53(8): 1107-1109 (2012) - [j49]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza, Antonio Salmerón:
Learning recursive probability trees from probabilistic potentials. Int. J. Approx. Reason. 53(9): 1367-1387 (2012) - [j48]Andrés R. Masegosa, Serafín Moral:
A Bayesian stochastic search method for discovering Markov boundaries. Knowl. Based Syst. 35: 211-223 (2012) - [c48]María M. Abad-Grau, Nuria Medina-Medina, Andrés R. Masegosa, Serafín Moral:
Haplotype-based Classifiers to Predict Individual Susceptibility to Complex Diseases - An Example for Multiple Sclerosis. BIOINFORMATICS 2012: 360-366 - 2011
- [j47]Pedro Larrañaga, Serafín Moral:
Probabilistic graphical models in artificial intelligence. Appl. Soft Comput. 11(2): 1511-1528 (2011) - [j46]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) - [j45]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral:
Approximate inference in Bayesian networks using binary probability trees. Int. J. Approx. Reason. 52(1): 49-62 (2011) - [j44]Inés Couso, Serafín Moral:
Sets of desirable gambles: Conditioning, representation, and precise probabilities. Int. J. Approx. Reason. 52(7): 1034-1055 (2011) - [j43]Andrés Cano, Andrés R. Masegosa, Serafín Moral:
A Method for Integrating Expert Knowledge When Learning Bayesian Networks From Data. IEEE Trans. Syst. Man Cybern. Part B 41(5): 1382-1394 (2011) - [c47]Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral:
Locally Averaged Bayesian Dirichlet Metrics. ECSQARU 2011: 217-228 - [c46]Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral:
Learning with Bayesian networks and probability trees to approximate a joint distribution. ISDA 2011: 624-629 - [c45]Luis M. de Campos, Andrés Cano, Javier G. Castellano, Serafín Moral:
Bayesian networks classifiers for gene-expression data. ISDA 2011: 1200-1206 - 2010
- [j42]Inés Couso, Serafín Moral:
Independence concepts in evidence theory. Int. J. Approx. Reason. 51(7): 748-758 (2010) - [j41]Thomas Augustin, Frank P. A. Coolen, Serafín Moral, Matthias C. M. Troffaes:
Imprecise probability in statistical inference and decision making. Int. J. Approx. Reason. 51(9): 1011-1013 (2010) - [c44]Andrés Cano, Andrés R. Masegosa, Serafín Moral:
An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data. IPMU 2010: 685-695
2000 – 2009
- 2009
- [c43]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza:
Recursive Probability Trees for Bayesian Networks. CAEPIA 2009: 242-251 - [c42]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral:
Binary Probability Trees for Bayesian Networks Inference. ECSQARU 2009: 180-191 - [c41]Andrés Cano, Andrés R. Masegosa, Serafín Moral:
A Bayesian Random Split to Build Ensembles of Classification Trees. ECSQARU 2009: 469-480 - 2008
- [p3]M. Julia Flores, José A. Gámez, Serafín Moral:
Use of Explanation Treesto Describe the State Space of a Probabilistic-Based Abduction Problem. Innovations in Bayesian Networks 2008: 251-280 - 2007
- [j40]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) - [c40]Joaquín Abellán, Andrés Cano, Andrés R. Masegosa, Serafín Moral:
A Semi-naive Bayes Classifier with Grouping of Cases. ECSQARU 2007: 477-488 - 2006
- [j39]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral:
A forward-backward Monte Carlo method for solving influence diagrams. Int. J. Approx. Reason. 42(1-2): 119-135 (2006) - [j38]Joaquín Abellán, George J. Klir, Serafín Moral:
Disaggregated total uncertainty measure for credal sets. Int. J. Gen. Syst. 35(1): 29-44 (2006) - [j37]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) - [c39]Joaquín Abellán, Manuel Gómez-Olmedo, Serafín Moral:
Some Variations on the PC Algorithm. Probabilistic Graphical Models 2006: 1-8 - [c38]M. Julia Flores, José A. Gámez, Serafín Moral:
The Independency tree model: a new approach for clustering and factorisation. Probabilistic Graphical Models 2006: 83-90 - [c37]Joaquín Abellán, Serafín Moral, Manuel Gómez-Olmedo, Andrés R. Masegosa:
Varying Parameter in Classification Based on Imprecise Probabilities. SMPS 2006: 231-239 - 2005
- [j36]Serafín Moral:
Epistemic irrelevance on sets of desirable gambles. Ann. Math. Artif. Intell. 45(1-2): 197-214 (2005) - [j35]Serafín Moral:
Comments on 'a behavioural model for vague probability assessments' (G. de Cooman). Fuzzy Sets Syst. 154(3): 359-363 (2005) - [j34]Serafín Moral, Antonio Salmerón:
Dynamic importance sampling in Bayesian networks based on probability trees. Int. J. Approx. Reason. 38(3): 245-261 (2005) - [j33]Joaquín Abellán, Serafín Moral:
Upper entropy of credal sets. Applications to credal classification. Int. J. Approx. Reason. 39(2-3): 235-255 (2005) - [j32]Joaquín Abellán, Serafín Moral:
Difference of entropies as a non-specificity function on credal sets†. Int. J. Gen. Syst. 34(3): 201-214 (2005) - [j31]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) - [c36]Serafín Moral:
Imprecise Probability in Graphical Models: Achievements and Challenges. ECSQARU 2005: 1-2 - [c35]Irene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón:
Approximate Factorisation of Probability Trees. ECSQARU 2005: 51-62 - [c34]M. Julia Flores, José A. Gámez, Serafín Moral:
Abductive Inference in Bayesian Networks: Finding a Partition of the Explanation Space. ECSQARU 2005: 63-75 - [c33]Andrés Cano, Francisco Javier García Castellano, Andrés R. Masegosa, Serafín Moral:
Selective Gaussian Naïve Bayes Model for Diffuse Large-B-Cell Lymphoma Classification: Some Improvements in Preprocessing and Variable Elimination. ECSQARU 2005: 908-920 - [c32]Andrés Cano, Francisco Javier García Castellano, Andrés R. Masegosa, Serafín Moral:
Methods to Determine the Branching Attribute in Bayesian Multinets Classifiers. ECSQARU 2005: 932-943 - [c31]Joaquín Abellán, Serafín Moral:
New Score for Independence Based on the Imprecise Dirichlet Model. ISIPTA 2005: 1-10 - [c30]Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral:
Application of a hill-climbing algorithm to exact and approximate inference in credal networks. ISIPTA 2005: 88-97 - 2003
- [j30]Andrés Cano, Serafín Moral, Antonio Salmerón:
Novel strategies to approximate probability trees in penniless propagation. Int. J. Intell. Syst. 18(2): 193-203 (2003) - [j29]José del Sagrado, Serafín Moral:
Qualitative combination of Bayesian networks. Int. J. Intell. Syst. 18(2): 237-249 (2003) - [j28]Joaquín Abellán, Serafín Moral:
Building classification trees using the total uncertainty criterion. Int. J. Intell. Syst. 18(12): 1215-1225 (2003) - [j27]Joaquín Abellán, Serafín Moral:
Maximum of Entropy for Credal Sets. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 11(5): 587-598 (2003) - [c29]Serafín Moral, Antonio Salmerón:
Dynamic Importance Sampling Computation in Bayesian Networks. ECSQARU 2003: 137-148 - [c28]Serafín Moral, Rafael Rumí, Antonio Salmerón:
Approximating Conditional MTE Distributions by Means of Mixed Trees. ECSQARU 2003: 173-183 - [c27]Luis M. de Campos, José A. Gámez, Serafín Moral:
Partial Abductive Inference in Bayesian Networks By Using Probability Trees. ICEIS (2) 2003: 83-91 - [c26]Joaquín Abellán, Serafín Moral:
Maximum of Entropy in Credal Classification. ISIPTA 2003: 1-15 - 2002
- [j26]Andrés Cano, Serafín Moral, Antonio Salmerón:
Different strategies to approximate probability trees in penniless propagation. Inteligencia Artif. 6(15) (2002) - [j25]Serafín Moral, Andrés Cano:
Strong Conditional Independence for Credal Sets. Ann. Math. Artif. Intell. 35(1-4): 295-321 (2002) - [j24]Andrés Cano, Serafín Moral:
Using probability trees to compute marginals with imprecise probabilities. Int. J. Approx. Reason. 29(1): 1-46 (2002) - [j23]Andrés Cano, Juan M. Fernández-Luna, Serafín Moral:
Computing probability intervals with simulated annealing and probability trees. J. Appl. Non Class. Logics 12(2): 151-171 (2002) - [j22]Andrés Cano, Serafín Moral, Antonio Salmerón:
Lazy evaluation in penniless propagation over join trees. Networks 39(4): 175-185 (2002) - [j21]Luis M. de Campos, José A. Gámez, Serafín Moral:
Partial abductive inference in Bayesian belief networks - an evolutionary computation approach by using problem-specific genetic operators. IEEE Trans. Evol. Comput. 6(2): 105-131 (2002) - [c25]Irene Martínez, Serafín Moral, Carmelo Rodríguez, Antonio Salmerón:
Factorisation of Probability Trees and its Application to Inference in Bayesian Networks. Probabilistic Graphical Models 2002 - [c24]Serafín Moral, Rafael Rumí, Antonio Salmerón:
Estimating Mixtures of Truncated Exponentials from Data. Probabilistic Graphical Models 2002 - [p2]L. M. Campos, José A. Gámez, Pedro Larrañaga, Serafín Moral, Txomin Romero:
Partial Abductive Inference in Bayesian Networks: An Empirical Comparison Between GAs and EDAs. Estimation of Distribution Algorithms 2002: 323-341 - 2001
- [j20]Luis M. de Campos, José A. Gámez, Serafín Moral:
Accelerating chromosome evaluation for partial abductive inference in Bayesian networks by means of explanation set absorption. Int. J. Approx. Reason. 27(2): 121-142 (2001) - [j19]Luis M. de Campos, José A. Gámez, Serafín Moral:
Partial abductive inference in Bayesian belief networks by simulated annealing. Int. J. Approx. Reason. 27(3): 263-283 (2001) - [j18]Isabelle Bloch, Anthony Hunter, Alain Appriou, André Ayoun, Salem Benferhat, Philippe Besnard, Laurence Cholvy, Roger M. Cooke, Frédéric Cuppens, Didier Dubois, Hélène Fargier, Michel Grabisch, Rudolf Kruse, Jérôme Lang, Serafín Moral, Henri Prade, Alessandro Saffiotti, Philippe Smets, Claudio Sossai:
Fusion: General concepts and characteristics. Int. J. Intell. Syst. 16(10): 1107-1134 (2001) - [j17]Laurence Cholvy, Serafín Moral:
Merging databases: Problems and examples. Int. J. Intell. Syst. 16(10): 1193-1221 (2001) - [j16]Luis M. de Campos, José A. Gámez, Serafín Moral:
Simplifying Explanations in Bayesian Belief Networks. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 9(4): 461-490 (2001) - [c23]Serafín Moral, Rafael Rumí, Antonio Salmerón:
Mixtures of Truncated Exponentials in Hybrid Bayesian Networks. ECSQARU 2001: 156-167 - [c22]Antonio Salmerón, Serafín Moral:
Importance Sampling in Bayesian Networks Using Antithetic Variables. ECSQARU 2001: 168-179 - [c21]Andrés Cano, Serafín Moral:
Computing Intervals of Probabilities with Simulated Annealing and Probability Trees. ECSQARU 2001: 278-289 - [c20]Joaquín Abellán, Serafín Moral:
Building classification trees using the total uncertainty criterion. ISIPTA 2001: 1-8 - [c19]Serafín Moral:
Epistemic Irrelevance on Sets of Desirable Gambles. ISIPTA 2001: 247-254 - [p1]José del Sagrado, Serafín Moral:
Qualitative Aggregation of Bayesian Networks. Data Fusion and Perception 2001: 91-108 - 2000
- [j15]Fábio Gagliardi Cozman, Serafín Moral:
Reasoning with imprecise probabilities. Int. J. Approx. Reason. 24(2-3): 121-123 (2000) - [j14]Andrés Cano, Serafín Moral, Antonio Salmerón:
Penniless propagation in join trees. Int. J. Intell. Syst. 15(11): 1027-1059 (2000) - [j13]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) - [j12]Juan F. Verdegay-López, Serafín Moral:
Network of probabilities associated with a capacity of order-2. Inf. Sci. 125(1-4): 187-206 (2000)
1990 – 1999
- 1999
- [j11]Jürg Kohlas, Rolf Haenni, Serafín Moral:
Propositional Information Systems. J. Log. Comput. 9(5): 651-681 (1999) - [j10]Luis M. de Campos, José A. Gámez, Serafín Moral:
Partial abductive inference in Bayesian belief networks using a genetic algorithm. Pattern Recognit. Lett. 20(11-13): 1211-1217 (1999) - [c18]Serafín Moral, Antonio Salmerón:
A Monte Carlo Algorithm for Combining Dempster-Shafer Belief Based on Approximate Pre-computation. ESCQARU 1999: 305-315 - [c17]Joaquín Abellán, Serafín Moral:
A Non-specificity Measure for Convex Sets of Probability Distributions. ISIPTA 1999: 1-7 - [c16]Andrés Cano, Serafín Moral:
A Review of Propagation Algorithms for Imprecise Probabilities. ISIPTA 1999: 51-60 - [c15]Inés Couso, Serafín Moral, Peter Walley:
Examples of Independence for Imprecise Probabilities. ISIPTA 1999: 121-130 - [e3]Gert De Cooman, Fábio Gagliardi Cozman, Serafín Moral, Peter Walley:
ISIPTA '99, Proceedings of the First International Symposium on Imprecise Probabilities and Their Applications, held at the Conference Center "Het Pand" of the Universiteit Gent, Ghent, Belgium, 29 June - 2 July 1999. 1999, ISBN 90-805034-1-X [contents] - 1998
- [j9]Luis D. Hernández, Serafín Moral, Antonio Salmerón:
A Monte Carlo algorithm for probabilistic propagation in belief networks based on importance sampling and stratified simulation techniques. Int. J. Approx. Reason. 18(1-2): 53-91 (1998) - [e2]Gregory F. Cooper, Serafín Moral:
UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, University of Wisconsin Business School, Madison, Wisconsin, USA, July 24-26, 1998. Morgan Kaufmann 1998, ISBN 1-55860-555-X [contents] - 1997
- [j8]Luis D. Hernández, Serafín Moral:
Mixing exact and importance sampling propagation algorithms in dependence graphs. Int. J. Intell. Syst. 12(8): 553-576 (1997) - [j7]Luis M. de Campos, Serafín Moral:
Removing partial inconsistency in valuation-based systems. Int. J. Intell. Syst. 12(9): 629-653 (1997) - [c14]Luis D. Hernández, Serafín Moral:
Inference with Idempotent Valuations. UAI 1997: 229-237 - 1996
- [j6]José E. Cano, Luis D. Hernández, Serafín Moral:
Importance sampling algorithms for the propagation of probabilities in belief networks. Int. J. Approx. Reason. 15(1): 77-92 (1996) - [c13]Nic Wilson, Serafín Moral:
Fast Markov Chain Algorithms for Calculating Dempster-Shafer Belief. ECAI 1996: 672-678 - 1995
- [c12]Luis M. de Campos, Serafín Moral:
Independence Concepts for Convex Sets of Probabilities. UAI 1995: 108-115 - 1994
- [j5]Luis M. de Campos, Juan F. Huete, Serafín Moral:
Probability Intervals: a Tool for uncertain Reasoning. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 2(2): 167-196 (1994) - [c11]Serafín Moral, Nic Wilson:
Markov Chain Monte-Carlo Algorithms for the Calculation of Dempster-Shafer Belief. AAAI 1994: 269-274 - [c10]Nic Wilson, Serafín Moral:
A Logical View of Probability. ECAI 1994: 386-390 - [c9]Andrés Cano, Serafín Moral:
Heuristic Algorithms for the Triangulation of Graphs. IPMU 1994: 98-107 - [c8]Luis M. de Campos, Juan F. Huete, Serafín Moral:
Uncertainty Management Using Probability Intervals. IPMU 1994: 190-199 - 1993
- [j4]Philippe Besnard, Yves Moinard, Wilmer Pereira, Michael Clarke, Nic Wilson, Miguel Delgado, Serafín Moral, Juan Cano, Didier Dubois, Henri Prade, Luis Fariñas del Cerro, Jérôme Lang, Stéphane Amarger, John Fox, Paul J. Krause, Michael Dohnal, Christine Froidevaux, Jérôme Mengin, Ramón López de Mántaras, Lluís Godo, E. H. Mamdani, John Bigham, Simon Parsons, Rudolf Kruse, Olivier Paillet, Pierre Siegel, Philippe Smets, Yen-Teh Hsia, Alessandro Saffiotti, Robert Kennes, Hong Xu, Elizabeth Umkehrer, Kurt Sundermeyer, Chris Whitney:
DRUMS: Defeasible Reasoning and Uncertainty Management Systems. AI Commun. 6(1): 27-46 (1993) - [j3]José E. Cano, Miguel Delgado, Serafín Moral:
An axiomatic framework for propagating uncertainty in directed acyclic networks. Int. J. Approx. Reason. 8(4): 253-280 (1993) - [c7]Serafín Moral:
A Formal Language for Convex Sets of Probabilities. ECSQARU 1993: 274-281 - [c6]Serafín Moral, Luis M. de Campos:
Partially Specified Belief Functions. UAI 1993: 492-499 - [e1]Michael Clarke, Rudolf Kruse, Serafín Moral:
Symbolic and Quantitative Approaches to Reasoning and Uncertainty, European Conference, ECSQARU'93, Granada, Spain, November 8-10, 1993, Proceedings. Lecture Notes in Computer Science 747, Springer 1993, ISBN 3-540-57395-X [contents] - 1992
- [j2]Luis M. de Campos, Serafín Moral:
Propagating uncertain information forward. Int. J. Intell. Syst. 7(1): 15-24 (1992) - [c5]Serafín Moral:
Calculating Uncertainty Intervals from Conditional Convex Sets of Probabilities. UAI 1992: 199-206 - 1991
- [c4]José E. Cano, Miguel Delgado, Serafín Moral:
Propagation of Uncertainty in Dependence Graphs. ECSQARU 1991: 42-47 - [c3]José E. Cano, Serafín Moral, Juan F. Verdegay-López:
Combination of Upper and Lower Probabilities. UAI 1991: 61-68 - 1990
- [j1]Luis M. de Campos, María T. Lamata, Serafín Moral:
The concept of conditional fuzzy measure. Int. J. Intell. Syst. 5(3): 237-246 (1990) - [c2]Serafín Moral, Luis M. de Campos:
Updating Uncertain Information. IPMU 1990: 58-67
1980 – 1989
- 1988
- [c1]Luis M. de Campos, María Teresa Lamata, Serafín Moral:
Logical Connectives for Combining Fuzzy Measures. ISMIS 1988: 11-18
Coauthor Index
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