 | 2012 |
| 27 |  | 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.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 20(2): 223-243 (2012) |
| 2011 |
| 26 |  | Andrés Cano,
Manuel Gómez-Olmedo,
Andrés R. Masegosa,
Serafín Moral:
Locally Averaged Bayesian Dirichlet Metrics.
ECSQARU 2011: 217-228 |
| 25 |  | Andrés Cano,
Andrés R. Masegosa,
Serafín Moral:
A Method for Integrating Expert Knowledge When Learning Bayesian Networks From Data.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(5): 1382-1394 (2011) |
| 24 |  | Andrés Cano,
Manuel Gómez-Olmedo,
Serafín Moral:
Approximate inference in Bayesian networks using binary probability trees.
Int. J. Approx. Reasoning 52(1): 49-62 (2011) |
| 23 |  | 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) |
| 2010 |
| 22 |  | 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 |
| 2009 |
| 21 |  | Andrés Cano,
Manuel Gómez-Olmedo,
Serafín Moral,
Cora B. Pérez-Ariza:
Recursive Probability Trees for Bayesian Networks.
CAEPIA 2009: 242-251 |
| 20 |  | Andrés Cano,
Manuel Gómez-Olmedo,
Serafín Moral:
Binary Probability Trees for Bayesian Networks Inference.
ECSQARU 2009: 180-191 |
| 19 |  | Andrés Cano,
Andrés R. Masegosa,
Serafín Moral:
A Bayesian Random Split to Build Ensembles of Classification Trees.
ECSQARU 2009: 469-480 |
| 2007 |
| 18 |  | Joaquín Abellán,
Andrés Cano,
Andrés R. Masegosa,
Serafín Moral:
A Semi-naive Bayes Classifier with Grouping of Cases.
ECSQARU 2007: 477-488 |
| 17 |  | Andrés Cano,
Fabio Gagliardi Cozman,
Thomas Lukasiewicz:
Reasoning with imprecise probabilities.
Int. J. Approx. Reasoning 44(3): 197-199 (2007) |
| 16 |  | Andrés Cano,
Manuel Gómez,
Serafín Moral,
Joaquín Abellán:
Hill-climbing and branch-and-bound algorithms for exact and approximate inference in credal networks.
Int. J. Approx. Reasoning 44(3): 261-280 (2007) |
| 2006 |
| 15 |  | Andrés Cano,
Manuel Gómez,
Serafín Moral:
A forward-backward Monte Carlo method for solving influence diagrams.
Int. J. Approx. Reasoning 42(1-2): 119-135 (2006) |
| 2005 |
| 14 |  | 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 |
| 13 |  | 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 |
| 12 |  | Andrés Cano,
Manuel Gómez,
Serafín Moral:
Application of a hill-climbing algorithm to exact and approximate inference in credal networks.
ISIPTA 2005: 88-97 |
| 2003 |
| 11 |  | Manuel Gómez,
Andrés Cano:
Applying Numerical Trees to Evaluate Asymmetric Decision Problems.
ECSQARU 2003: 196-207 |
| 10 |  | Andrés Cano,
Serafín Moral,
Antonio Salmerón:
Novel strategies to approximate probability trees in penniless propagation.
Int. J. Intell. Syst. 18(2): 193-203 (2003) |
| 2002 |
| 9 |  | Serafín Moral,
Andrés Cano:
Strong Conditional Independence for Credal Sets.
Ann. Math. Artif. Intell. 35(1-4): 295-321 (2002) |
| 8 |  | Andrés Cano,
Serafín Moral:
Using probability trees to compute marginals with imprecise probabilities.
Int. J. Approx. Reasoning 29(1): 1-46 (2002) |
| 7 |  | Andrés Cano,
Serafín Moral,
Antonio Salmerón:
Different strategies to approximate probability trees in penniless propagation.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 6(15): 0- (2002) |
| 6 |  | Andrés Cano,
Juan M. Fernández-Luna,
Serafín Moral:
Computing probability intervals with simulated annealing and probability trees.
Journal of Applied Non-Classical Logics 12(2): 151-171 (2002) |
| 5 |  | Andrés Cano,
Serafín Moral,
Antonio Salmerón:
Lazy evaluation in penniless propagation over join trees.
Networks 39(4): 175-185 (2002) |
| 2001 |
| 4 |  | Andrés Cano,
Serafín Moral:
Computing Intervals of Probabilities with Simulated Annealing and Probability Trees.
ECSQARU 2001: 278-289 |
| 2000 |
| 3 |  | Andrés Cano,
Serafín Moral,
Antonio Salmerón:
Penniless propagation in join trees.
Int. J. Intell. Syst. 15(11): 1027-1059 (2000) |
| 1999 |
| 2 |  | Andrés Cano,
Serafín Moral:
A Review of Propagation Algorithms for Imprecise Probabilities.
ISIPTA 1999: 51-60 |
| 1994 |
| 1 |  | Andrés Cano,
Serafín Moral:
Heuristic Algorithms for the Triangulation of Graphs.
IPMU 1994: 98-107 |