Book chapters/Capítulos de libro

  • L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Retrieving medical records using Bayesian networks. Medical Informatics: Concepts, Methodologies, Tools and Applications, J. Tan (Ed.), 2274-2280, 2009 (reprint of a previous paper published in 2006). Information Science Reference. (ISBN 978-1-60566-050-9) (pdf)
  • L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, A.E. Romero. Thesaurus based automatic indexing. Handbook of Research on Text and Web Mining Technologies, Chapter XX, Vol. I, M. Song, Y.F. Brook Wu (Eds.), 331-345, 2009. IGI Global. (ISBN 978-1-59904-990-8) (pdf)
  • L.M. de Campos, J.M. Fernández-Luna, J.F. Huete, C. Martín, A.E. Romero. An information retrieval system for parliamentary documents. Bayesian Networks: A Practical Guide to Applications, O. Pourret, P. Naim, B. Marcot (Eds.), 203-223, 2008. Wiley. (ISBN 978-0-470-06030-8)
  • L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. A theoretical framework for web categorization in hierarchical directories using Bayesian networks. Soft Computing in Web Information Retrieval: Models and Applications, Studies in Fuzziness and Soft Computing, vol. 197, E. Herrera-Viedma, G. Pasi, F. Crestani (Eds.), 25-43, 2006. Springer. (ISBN 3-540-31588-8) (pdf)
  • L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Retrieving medical records using Bayesian networks. Encyclopedia of Data Warehousing and Mining, J. Wang (Ed.), vol. 2, 960-964, 2006. Information Science Publishing (Idea Group Inc.). (ISBN 1-59140-557-2)
  • L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Aplicación de modelos gráficos probabilísticos a sistemas inteligentes de acceso a la información. (in spanish) Recuperación de Información Textual: aspectos lógicos y ecológicos, Cursos e Congresos da Universidade de Santiago de Compostela n. 165, A. Sobrino, J.A. Olivas (Eds.), 9-21, 2006. Universidade de Santiago de Compostela. (ISBN 84-9750-525-5)
  • L.M. de Campos, J.A. Gámez, S. Moral. Partial abductive inference in Bayesian networks by using probability trees. Enterprise Information Systems V, O. Camp, J.B.L. Filipe, S. Hammoudi, M. Piattini (Eds.), 146-154, 2004. Kluwer. (ISBN 1-4020-1726-X)
  • L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Fast propagation algorithms for singly connected networks and their applications to information retrieval. Advances in Bayesian Networks, Studies in Fuzziness and Soft Computing, Vol. 146, J.A. Gámez, S. Moral, A. Salmerón (Eds.), 271-288, 2004. Springer Verlag. (ISBN 3-540-20876-3)
  • L.M. de Campos, J.A. Gámez, J.M. Puerta. A graphical meta-model for reasoning about Bayesian network structure. Advances in Bayesian Networks, Studies in Fuzziness and Soft Computing, Vol. 146, J.A. Gámez, S. Moral, A. Salmerón (Eds.), 201-216, 2004. Springer Verlag. (ISBN 3-540-20876-3)
  • L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Two term-layers: An alternative topology for representing term relationships in the Bayesian network retrieval model. Advances in Soft Computing - Engineering, Design and Manufacturing, J.M. Benítez, O. Cordón, F. Hoffmann, R. Roy (Eds.), 213-224, 2003. Springer Verlag. (ISBN 1-85233-755-9)
  • L.M. de Campos, J.M. Fernández-Luna, J.F. Huete. Managing documents with Bayesian belief networks: A brief survey of applications and models. Advances in Knowledge Organization 8, Challenges in Knowledge Representation and Organization for the 21st Century. Integration of Knowledge across Boundaries, M.J. López-Huertas (Ed.), 443-449, 2002. Ergon Verlag. (ISBN 3-89913-247-5)
  • L.M. de Campos, J.F. Huete. Stochastic algorithms for searching causal orderings in Bayesian networks. Technologies for Constructing Intelligent Systems 2 - Tools, B. Bouchon-Menieur, J. Gutiérrez-Rios, L. Magdalena, R.R. Yager (Eds), 327-340, 2002. Physica-Verlag. (ISBN 3-7908-1455-5)
  • L.M. de Campos, J.A. Gámez, S. Moral. On the problem of performing exact partial abductive inference in Bayesian belief networks using junction trees. Technologies for Constructing Intelligent Systems 2 - Tools, B. Bouchon-Menieur, J. Gutiérrez-Rios, L. Magdalena, R.R. Yager (Eds), 289-302, 2002. Physica-Verlag. (ISBN 3-7908-1455-5)
  • L.M. de Campos, J.A. Gámez, P. Larrañaga, S. Moral, T. Romero. Partial abductive inference in Bayesian networks: An empirical comparison between GAs and EDAs. Estimation of Distribution Algorithms. A New Tool for Evolutionary Computation, Genetic Algorithms and Evolutionary Computation vol. 2, P. Larrañaga, J.A. Lozano (Eds.), 323-341, 2002. Kluwer Academic Publishers. (ISBN 0-7923-7466-5)
  • L.M. de Campos, J.F. Huete, S. Moral. Independence in uncertainty theories and its applications to learning belief networks. Abductive Reasoning and Learning, Handbook of Defeasible Reasoning and Uncertainty Management Systems, Volume 4, D.M. Gabbay, R. Kruse (Eds.), 391-434, 2000. Kluwer Academic Publishers. (ISBN 0-7923-6565-8)
  • L.M. de Campos, J.F. Huete. Deriving possibility distributions from data sets using confidence intervals of probabilities. Information, Uncertainty and Fusion, B. Bouchon-Meunier, R.R. Yager, L.A. Zadeh (Eds.), 233-244, 2000. Kluwer Academic Publishers. (ISBN 0-7923-8590-X)
  • L.M. de Campos. Aprendizaje automático de modelos gráficos I: Métodos básicos. (in spanish) Sistemas Expertos Probabilísticos, Colección Ciencia y Tecnología, 113-140, 1998. Servicio de Publicaciones de la Universidad de Castilla-La Mancha. (ISBN 84-89958-35-1)
  • L.M. de Campos. Independence relationships in possibility theory and their application to learning belief networks. Mathematical and Statistical Methods in Artificial Intelligence, CISM Courses and Lectures 363, G. Della Riccia, R. Kruse, R. Viertl (Eds.), 119-130, 1995. Springer Verlag. (ISBN 3-211-82713-7)
  • L.M. de Campos, J.F. Huete. Independence concepts in upper and lower probabilities. Uncertainty in Intelligent Systems, B. Bouchon-Meunier, L. Valverde, R.R. Yager (Eds.), 85-96, 1993. North-Holland. (ISBN 0-444-81508-2)
  • R. Molina, L.M. de Campos, J. Mateos. Using Bayesian algorithms for learning causal networks in classification problems. Uncertainty in Intelligent Systems, B. Bouchon-Meunier, L. Valverde, R.R. Yager (Eds.), 49-59, 1993. North-Holland . (ISBN 0-444-81508-2)
  • S. Acid, L.M. de Campos, A. González, R. Molina, N. Pérez de la Blanca. On the Bayesian approach to learning. Operations Research'91, P. Gritzmann, R. Hettich, R. Horst, E. Sachs (Eds.), 544-547, 1992. Physica-Verlag. (ISBN 3-7908-0608-0)
  • S. Acid, L.M. de Campos, A. González, R. Molina, N. Pérez de la Blanca. Some results on the automatic construction of Bayesian networks. Operations Research'91, P. Gritzmann, R. Hettich, R. Horst, E. Sachs (Eds.), 540-543, 1992. Physica-Verlag. (ISBN 3-7908-0608-0)
  • L.M. de Campos. Representación y uso del conocimiento incierto mediante redes causales. (in spanish) Algunos Aspectos del Tratamiento de la Información en Inteligencia Artificial, 205-222, 1991. Servicio de Publicaciones de la Universidad de Granada. (ISBN 84-338-1420-6)
  • L.M. de Campos, S. Moral. Fuzzy measures with different levels of granularity. Progress in Fuzzy Sets and Systems, W.J. Janko, M. Roubens, H.J. Zimmermann (Eds.), 134-146, 1990. Kluwer Academic Publishers. (ISBN 0-7923-0730-5)
  • L.M. de Campos, M.T. Lamata, S. Moral. Logical connectives for combining fuzzy measures. Methodologies for Intelligent Systems 3, Z.W. Ras, L. Saitta (Eds.), 11-18, 1988. North-Holland. (ISBN 0-444-01461-6)