Advances in Bayesian Networks
In recent years probabilistic graphical models, especially Bayesian networks and decision graphs, have experienced significant theoretical development within areas such as Artificial Intelligence and Statistics. This carefully edited monograph is a
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Springer-Verlag Berlin Heidelberg GmbH
St'udies in Fuzziness and Soft Computing, Volume 146 Editor-in-chief Prof. Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland E-mail: [email protected] Further volumes of this series can be found on our homepage: springeronline.com Vol127. L. Reznik, V. Kreinovich (Eds.)
Soft Computing in Measurement and Information Acquisition, 2003 ISBN 3-540-00246-4 Vol128. J. Casillas, 0. Cord6n, F. Herrera, L. Magdalena (Eds.)
Interpretability Issues in Fuzzy Modeling, 2003 ISBN 3-540-02932-X Vol129. J. Casillas, 0. Cord6n, F. Herrera, L. Magdalena (Eds.)
Accuracy Improvements in Linguistic Fuzzy Modeling, 2003 ISBN 3-540-02933-8 Vol130. P.S. Nair
Uncertainty in Multi-Source Databases, 2003
ISBN 3-540-03242-8 Vol131. J.N. Mordeson, D.S. Malik, N. Kuroki
Fuzzy Semigroups, 2003 ISBN 3-540-03243-6
Vol132. Y. Xu, D. Ruan, K. Qin, J. Liu
Lattice-Valued Logic, 2003 ISBN 3-540-40175-X
Vol. 133. Z.-Q. Liu, J. Cai, R. Buse
Handwriting Recognition, 2003 ISBN 3-540-40177-6
Vol134. V.A. Niskanen
Soft Computing Methods in Human Sciences, 2004 ISBN 3-540-00466-1
Vol. 136. L. Wang (Ed.)
Soft Computing in Communications, 2004
ISBN 3-540-40575-5
Vol. 137. V. Loia, M. Nikravesh, L.A. Zadeh (Eds.)
Fuzzy Logic and the Internet, 2004 ISBN 3-540-20180-7 Vol. 138. S. Sirmakessis {Ed.)
Text Mining and its Applications, 2004
ISBN 3-540-20238-2 Vol. 139. M. Nikravesh, B. Azvine, I. Yager, L.A. Zadeh (Eds.)
Enhancing the Power of the Internet, 2004 ISBN 3-540-20237-4
Vol. 140. A. Abraham, L.C. Jain, B.J. van der Zwaag (Eds.)
Innovations in Intelligent Systems, 2004 ISBN 3-540-20265-X
Vol. 141. G. C. Onwubolu, B.V. Babu
New Optimzation Techniques in Engineering, 2004 ISBN 3-540-20167-X Vol. 142. M. Nikravesh, L.A. Zadeh, V. Korotkikh (Eds.)
Fuzzy Partial Differential Equations and Relational Equations, 2004 ISBN 3-540-20322-2
Vol. 143. L. Rutkowski
New Soft Computing Techniques for System Modelling, Pattern Classification and Image Processing, 2004 ISBN 3-540-20584-5 Vol. 144. Z. Sun, G.R. Finnie
Intelligent Techniques in E-Commerce, 2004
ISBN 3-540-20518-7 Vol. 135. J.J. Buckley
Fuzzy Probabilities and Fuzzy Sets for Web Planning, 2004 ISBN 3-540-00473-4
Vol. 145. J. Gil-Aluja
Fuzzy Sets in the Management of Uncertainty, 2004 ISBN 3-540-20341-9
Jose A. Gamez
Serafin Moral Antonio Salmeron (Eds.)
Advances in Bayesian Networks
~ Springer
Dr. Jose A. Gamez
Dr. Antonio Salmeron
Universidad de Castilla-La Mancha
Universidad de Almeria
Escuela Politecnica Superior Depto. Informatica
ETS Ingenieria Informatica Depto. Estadistica y
Campus Universitario s/n
Matematica Aplicada
02071 Albacete
La Canada de San Urbano s/n
Spain E-mail: [email protected]
04120 Almeria Spain E-mail: [email protected]
Professor Serafin Moral Universidad de Granada ETS Ingenieria Informatica Depto. Ciencias Computacion Campus Universitario Fuentenueva 18071 Granada Spain E-mail: [email protected] ISBN 978-3-642-05885-1 ISBN 978-3
