Publicaciones / Publications

 

Tesis doctoral /Phd Thesis

 

*      Explicación en redes bayesianas causales. Aplicaciones médicas.

Dept. Inteligencia Artificial, UNED. Diciembre 2002.

      (PDF available only in Spanish : 2,3 Mb)

 

Capítulos de libros/ Book chapters

viñeta

Chapitre 14. Étude de cas nº 6: diagnostic medical (pp. 317-334). Réseaux bayésiens, 3e edition,

Éditions Eyrolles, France, 2008.

 

Artículos / Papers

 

*      Explanation of Bayesian networks and influence diagrams in Elvira

C. Lacave, M. Luque y F.J. Díez, IEEE Systems, Man and Cybernetics. Part B, 37 (4): 952-965, 2007

 

*      Analyzing collaborative problem solving with Bayesian networks

R. Duque, C. Bravo y C. Lacave, In Ellis, R., Allen, T., Tuson, A. (Eds.): Applications and Innovations in

Intelligent Systems XIV, Cambridge, England. Springer-Verlag, 33-43

 

*      Use of Elvira's explanation facilities for debugging probabilistic expert systems

C. Lacave, A. Onisko y F.J. Díez, Knowledge-Based Systems, 19 (8): 730-738, 2006

 

*      A review of explanation methods for heuristic expert systems.

C. Lacave y F.J. Díez, The Knowledge Engineering Review, 19 (2): 133-146, 2004

 

*      Knowledge acquisition in Prostanet, a Bayesian network for diagnosing prostate cancer

C. Lacave y F.J. Díez, Knowledge-Based Intelligent Information and Engineering Systems,

LNAI 2774, (2): 1345-1350, 2003.

 

*      A review of explanation methods for Bayesian networks

C. Lacave y F.J. Díez, The Knowledge Engineering Review, 17 (2): 107-127, 2002.

 

*      Graphical explanations in Bayesian networks.

C. Lacave, R. Atienza y F.J. Díez, Lecture Notes in Computer Science, 1933: 122-129, 2000.

 

Congresos / Conferences

 

*     Analyzing collaborative problem solving with Bayesian networks

      R. Duque, C. Bravo y C. Lacave, The 26-th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, Inglaterra, 2006.

 

*      Knowledge acquisition in Prostanet, a Bayesian network for diagnosing prostate cancer

C. Lacave y F.J. Díez, Invited Session on Advances on Knowledge Engineering, KES2003,

Oxford, Inglaterra, 2003.

 

*      Elvira: An environment for probabilistic graphical models

Elvira Consortium, First International Workshop on Probabilistic Graphical Models (PGM02), Cuenca, España, 2002.

 

*      Explanation in causal Bayesian networks

C. Lacave y F.J. Díez, Workshop on Intelligent Data Analysis in Medicine and its Applications (IDAMAP-2002), Lyon, Francia, 2002.

 

*      Debugging medical Bayesian networks with Elvira's explanation capability

C. Lacave, A. Oniśko y F. J. Díez, Workshop on Bayesian Models in Medicine, Eighth European Conference on Artificial Intelligence in Medicine (AIME-2001), Cascais, Portugal, 2001.

 

*      Graphical Explanations in Bayesian networks

C. Lacave, R. Atienza y F. J. Díez, First International Symposium on Medical Data Analysis, (ISMDA 2000), Frankfurt, Alemania, 2000

 

Informes técnicos / Technical reports

 

*      A review of explanation methods for Bayesian networks

C. Lacave y F. J. Díez, Informe técnico IA-00-01, Dept. Inteligencia Artificial, UNED, Madrid, 2000.

 

*      Estudio de los métodos de explicación en sistemas expertos

C. Lacave y F. J. Díez, Informe técnico IA-98-01, Dept. Inteligencia Artificial, UNED, Madrid, 1998.

 

*      Red bayesiana para el diagnóstico de enfermedades infecciosas

C. Lacave, J. Giralt y F. J. Díez, Informe técnico IA-98-02, Dept. Inteligencia Artificial, UNED, Madrid, 1998.