2008 |
30 | EE | Antonio Fernández,
Antonio Salmerón:
Extension of Bayesian Network Classifiers to Regression Problems.
IBERAMIA 2008: 83-92 |
29 | EE | Antonio Fernández,
Antonio Salmerón:
BayesChess: A computer chess program based on Bayesian networks.
Pattern Recognition Letters 29(8): 1154-1159 (2008) |
2007 |
28 | EE | Antonio Fernández,
María Morales,
Antonio Salmerón:
Tree Augmented Naive Bayes for Regression Using Mixtures of Truncated Exponentials: Application to Higher Education Management.
IDA 2007: 59-69 |
27 | EE | Rafael Rumí,
Antonio Salmerón:
Approximate probability propagation with mixtures of truncated exponentials.
Int. J. Approx. Reasoning 45(2): 191-210 (2007) |
26 | EE | María Morales,
Carmelo Rodríguez,
Antonio Salmerón:
Selective Naive Bayes for Regression Based on Mixtures of Truncated Exponentials.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 15(6): 697-716 (2007) |
2006 |
25 | EE | José A. Gámez,
Rafael Rumí,
Antonio Salmerón:
Unsupervised naive Bayes for data clustering with mixtures of truncated exponentials.
Probabilistic Graphical Models 2006: 123-130 |
24 | EE | Irene Martínez,
Carmelo Rodríguez,
Antonio Salmerón:
Dynamic importance sampling in Bayesian networks using factorisation of probability trees.
Probabilistic Graphical Models 2006: 187-194 |
23 | EE | Peter J. F. Lucas,
José A. Gámez,
Antonio Salmerón:
Special issue on PGM'04: Second European workshop on probabilistic graphical models 2004.
Int. J. Approx. Reasoning 42(1-2): 1-3 (2006) |
22 | EE | Vanessa Romero,
Rafael Rumí,
Antonio Salmerón:
Learning hybrid Bayesian networks using mixtures of truncated exponentials.
Int. J. Approx. Reasoning 42(1-2): 54-68 (2006) |
2005 |
21 | EE | Rafael Rumí,
Antonio Salmerón:
Penniless Propagation with Mixtures of Truncated Exponentials.
ECSQARU 2005: 39-50 |
20 | EE | Irene Martínez,
Serafín Moral,
Carmelo Rodríguez,
Antonio Salmerón:
Approximate Factorisation of Probability Trees.
ECSQARU 2005: 51-62 |
19 | EE | Barry R. Cobb,
Rafael Rumí,
Antonio Salmerón:
Modeling Conditional Distributions of Continuous Variables in Bayesian Networks.
IDA 2005: 36-45 |
18 | EE | Serafín Moral,
Antonio Salmerón:
Dynamic importance sampling in Bayesian networks based on probability trees.
Int. J. Approx. Reasoning 38(3): 245-261 (2005) |
2003 |
17 | EE | José Del Sagrado,
Antonio Salmerón:
Representing Canonical Models as Probability Trees.
CAEPIA 2003: 478-487 |
16 | EE | Serafín Moral,
Antonio Salmerón:
Dynamic Importance Sampling Computation in Bayesian Networks.
ECSQARU 2003: 137-148 |
15 | EE | Serafín Moral,
Rafael Rumí,
Antonio Salmerón:
Approximating Conditional MTE Distributions by Means of Mixed Trees.
ECSQARU 2003: 173-183 |
14 | EE | José A. Gámez,
Antonio Salmerón:
Probabilistic graphical models.
Int. J. Intell. Syst. 18(2): 149-151 (2003) |
13 | EE | 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 |
12 | | José A. Gámez,
Antonio Salmerón:
First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings
Probabilistic Graphical Models 2002 |
11 | EE | Serafín Moral,
Rafael Rumí,
Antonio Salmerón:
Estimating Mixtures of Truncated Exponentials from Data.
Probabilistic Graphical Models 2002 |
10 | EE | Irene Martínez,
Serafín Moral,
Carmelo Rodríguez,
Antonio Salmerón:
Factorisation of Probability Trees and its Application to Inference in Bayesian Networks.
Probabilistic Graphical Models 2002 |
9 | EE | Andrés Cano,
Serafín Moral,
Antonio Salmerón:
Different strategies to approximate probability trees in penniless propagation.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 15: (2002) |
8 | EE | Andrés Cano,
Serafín Moral,
Antonio Salmerón:
Lazy evaluation in penniless propagation over join trees.
Networks 39(4): 175-185 (2002) |
2001 |
7 | EE | Serafín Moral,
Rafael Rumí,
Antonio Salmerón:
Mixtures of Truncated Exponentials in Hybrid Bayesian Networks.
ECSQARU 2001: 156-167 |
6 | EE | Antonio Salmerón,
Serafín Moral:
Importance Sampling in Bayesian Networks Using Antithetic Variables.
ECSQARU 2001: 168-179 |
2000 |
5 | | Andrés Cano,
Serafín Moral,
Antonio Salmerón:
Penniless propagation in join trees.
Int. J. Intell. Syst. 15(11): 1027-1059 (2000) |
4 | EE | Fernando Reche,
Antonio Salmerón:
Operational Approach to General Fuzzy Measures.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 8(3): 369-382 (2000) |
1999 |
3 | EE | Serafín Moral,
Antonio Salmerón:
A Monte Carlo Algorithm for Combining Dempster-Shafer Belief Based on Approximate Pre-computation.
ESCQARU 1999: 305-315 |
2 | EE | Fernando Reche,
Antonio Salmerón:
Towards an Operational Interpretation of Fuzzy Measures.
ISIPTA 1999: 312-318 |
1998 |
1 | EE | 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. Reasoning 18(1-2): 53-91 (1998) |