Andrés Cano

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 14

Top Topics

Influence Diagrams

Conditional Distribution

Decision Problems

Bayesian Networks

Top Venues

Int. J. Approx. Reason.

Int. J. Intell. Syst.

Probabilistic Graphical Models

Publications

Andrés Cano, Jasper De Bock, Enrique Miranda
The Twelfth International Symposium on Imprecise Probabilities: Theories and Applications (ISIPTA-21). Int. J. Approx. Reason. 152 (2023)
Serafín Moral, Andrés Cano, Manuel Gómez-Olmedo
Imprecise probabilistic models based on hierarchical intervals. Inf. Sci. 638 (2023)
Serafín Moral, Andrés Cano, Manuel Gómez-Olmedo
Computation of Kullback-Leibler Divergence in Bayesian Networks. Entropy 23 (9) (2021)
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) (2021)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Learning Sets of Bayesian Networks. IPMU (2) (2020)
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) (2020)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
A Bayesian approach to abrupt concept drift. Knowl. Based Syst. 185 (2019)
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)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Estimating Conditional Probabilities by Mixtures of Low Order Conditional Distributions. SUM (2017)
Rafael Cabañas, Alessandro Antonucci, Andrés Cano, Manuel Gómez-Olmedo
Evaluating interval-valued influence diagrams. Int. J. Approx. Reason. 80 (2017)
Rafael Cabañas, Manuel Gómez-Olmedo, Andrés Cano
Using Binary Trees for the Evaluation of Influence Diagrams. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24 (1) (2016)
Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Anders L. Madsen
Improvements to Variable Elimination and Symbolic Probabilistic Inference for evaluating Influence Diagrams. Int. J. Approx. Reason. 70 (2016)
Andrés Cano, Manuel Gómez-Olmedo, Cora B. Pérez-Ariza
An Extended Approach to Learning Recursive Probability Trees from Data. Int. J. Intell. Syst. 30 (3) (2015)
Rafael Cabañas, Alessandro Antonucci, Andrés Cano, Manuel Gómez-Olmedo
Variable Elimination for Interval-Valued Influence Diagrams. ECSQARU (2015)
Rafael Cabañas, Anders L. Madsen, Andrés Cano, Manuel Gómez-Olmedo
On SPI for Evaluating Influence Diagrams. IPMU (1) (2014)
Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Anders L. Madsen
On SPI-Lazy Evaluation of Influence Diagrams. Probabilistic Graphical Models (2014)
Andrés Cano, Manuel Gómez-Olmedo, Thomas Dyhre Nielsen
Special Issue on PGM-2012. Int. J. Approx. Reason. 55 (4) (2014)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza
Extended Probability Trees for Probabilistic Graphical Models. Probabilistic Graphical Models (2014)
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) (2013)
Rafael Cabañas, Manuel Gómez-Olmedo, Andrés Cano
Evaluating Asymmetric Decision Problems with Binary Constraint Trees. ECSQARU (2013)
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) (2013)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora Beatriz Pérez-Ariza, Antonio Salmerón
Learning Recursive Probability Trees from Data. CAEPIA (2013)
Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Anders L. Madsen
Approximate Lazy Evaluation of Influence Diagrams. CAEPIA (2013)
Rafael Cabañas, Andrés Cano, Manuel Gómez-Olmedo, Anders L. Madsen
Heuristics for Determining the Elimination Ordering in the Influence Diagram Evaluation with Binary Trees. SCAI (2013)
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) (2012)
Andrés Cano, Manuel Gómez-Olmedo, Cora B. Pérez-Ariza, Antonio Salmerón
Fast Factorisation of Probabilistic Potentials and its Application to Approximate Inference in Bayesian Networks. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 20 (2) (2012)
Luis M. de Campos, Andrés Cano, Javier G. Castellano, Serafín Moral
Bayesian networks classifiers for gene-expression data. ISDA (2011)
Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral
Locally Averaged Bayesian Dirichlet Metrics. ECSQARU (2011)
Andrés Cano, Manuel Gómez-Olmedo, Andrés R. Masegosa, Serafín Moral
Learning with Bayesian networks and probability trees to approximate a joint distribution. ISDA (2011)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Approximate inference in Bayesian networks using binary probability trees. Int. J. Approx. Reason. 52 (1) (2011)
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) (2011)
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) (2011)
Andrés Cano, Manuel Gómez-Olmedo, Cora B. Pérez-Ariza, Antonio Salmerón
Fast Factorization of Probability Trees and Its Application to Recursive Trees Learning. SMPS (2010)
Andrés Cano, Andrés R. Masegosa, Serafín Moral
An Importance Sampling Approach to Integrate Expert Knowledge When Learning Bayesian Networks From Data. IPMU (2010)
Andrés Cano, Andrés R. Masegosa, Serafín Moral
A Bayesian Random Split to Build Ensembles of Classification Trees. ECSQARU (2009)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Binary Probability Trees for Bayesian Networks Inference. ECSQARU (2009)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral, Cora B. Pérez-Ariza
Recursive Probability Trees for Bayesian Networks. CAEPIA (2009)
Andrés Cano, Fábio Gagliardi Cozman, Thomas Lukasiewicz
Reasoning with imprecise probabilities. Int. J. Approx. Reason. 44 (3) (2007)
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) (2007)
Joaquín Abellán, Andrés Cano, Andrés R. Masegosa, Serafín Moral
A Semi-naive Bayes Classifier with Grouping of Cases. ECSQARU (2007)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
A forward-backward Monte Carlo method for solving influence diagrams. Int. J. Approx. Reason. 42 (1-2) (2006)
Andrés Cano, Francisco Javier García Castellano, Andrés R. Masegosa, Serafín Moral
Methods to Determine the Branching Attribute in Bayesian Multinets Classifiers. ECSQARU (2005)
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)
Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral
Application of a hill-climbing algorithm to exact and approximate inference in credal networks. ISIPTA (2005)
Andrés Cano, Serafín Moral, Antonio Salmerón
Novel strategies to approximate probability trees in penniless propagation. Int. J. Intell. Syst. 18 (2) (2003)
Manuel Gómez-Olmedo, Andrés Cano
Applying Numerical Trees to Evaluate Asymmetric Decision Problems. ECSQARU (2003)
Andrés Cano, Serafín Moral
Using probability trees to compute marginals with imprecise probabilities. Int. J. Approx. Reason. 29 (1) (2002)
Andrés Cano, Serafín Moral, Antonio Salmerón
Different strategies to approximate probability trees in penniless propagation. Inteligencia Artif. 6 (15) (2002)
Andrés Cano, Juan M. Fernández-Luna, Serafín Moral
Computing probability intervals with simulated annealing and probability trees. J. Appl. Non Class. Logics 12 (2) (2002)
Andrés Cano, Serafín Moral, Antonio Salmerón
Lazy evaluation in penniless propagation over join trees. Networks 39 (4) (2002)
Serafín Moral, Andrés Cano
Strong Conditional Independence for Credal Sets. Ann. Math. Artif. Intell. 35 (1-4) (2002)
Andrés Cano, Serafín Moral
Computing Intervals of Probabilities with Simulated Annealing and Probability Trees. ECSQARU (2001)
Andrés Cano, Serafín Moral, Antonio Salmerón
Penniless propagation in join trees. Int. J. Intell. Syst. 15 (11) (2000)
Andrés Cano, Serafín Moral
A Review of Propagation Algorithms for Imprecise Probabilities. ISIPTA (1999)
Andrés Cano, Serafín Moral
Heuristic Algorithms for the Triangulation of Graphs. IPMU (1994)