Visualization of Local Dependencies of Possibilistic Network Structures

In this chapter an alternative interpretation of the parameters of a Bayesian network motivates a new visualization method that allows for an intuitive insight into the network dependencies. The presented approach is evaluated with artificial as well as r

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Studies in Fuzziness and Soft Computing, Volume 224 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: springer.com Vol. 210. Mike Nachtegael, Dietrich Van der Weken, Etienne E. Kerre, Wilfried Philips (Eds.) Soft Computing in Image Processing, 2007 ISBN 978-3-540-38232-4

Vol. 218. Masoud Nikravesh, Janusz Kacprzyk, Lofti A. Zadeh (Eds.) Forging New Frontiers: Fuzzy Pioneers II, 2007 ISBN 978-3-540-73184-9

Vol. 211. Alexander Gegov Complexity Management in Fuzzy Systems, 2007 ISBN 978-3-540-38883-8

Vol. 219. Roland R. Yager, Liping Liu (Eds.) Classic Works of the Dempster-Shafer Theory of Belief Functions, 2007 ISBN 978-3-540-25381-5

Vol. 212. Elisabeth Rakus-Andersson Fuzzy and Rough Techniques in Medical Diagnosis and Medication, 2007 ISBN 978-3-540-49707-3

Vol. 220. Humberto Bustince, Francisco Herrera, Javier Montero (Eds.) Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2007 ISBN 978-3-540-73722-3

Vol. 213. Peter Lucas, José A. Gàmez, Antonio Salmerón (Eds.) Advances in Probabilistic Graphical Models, 2007 ISBN 978-3-540-68994-2 Vol. 214. Irina Georgescu Fuzzy Choice Functions, 2007 ISBN 978-3-540-68997-3 Vol. 215. Paul P. Wang, Da Ruan, Etienne E. Kerre (Eds.) Fuzzy Logic, 2007 ISBN 978-3-540-71257-2 Vol. 216. Rudolf Seising The Fuzzification of Systems, 2007 ISBN 978-3-540-71794-2 Vol. 217. Masoud Nikravesh, Janusz Kacprzyk, Lofti A. Zadeh (Eds.) Forging New Frontiers: Fuzzy Pioneers I, 2007 ISBN 978-3-540-73181-8

Vol. 221. Gleb Beliakov, Tomasa Calvo, Ana Pradera Aggregation Functions: A Guide for Practitioners, 2007 ISBN 978-3-540-73720-9 Vol. 222. James J. Buckley, Leonard J. Jowers Monte Carlo Methods in Fuzzy Optimization, 2008 ISBN 978-3-540-76289-8 Vol. 223. Oscar Castillo, Patricia Melin Type-2 Fuzzy Logic: Theory and Applications, 2008 ISBN 978-3-540-76283-6 Vol. 224. Rafael Bello, Rafael Falcón, Witold Pedrycz, Janusz Kacprzyk (Eds.) Granular Computing: At the Junction of Rough Sets and Fuzzy Sets, 2008 ISBN 978-3-540-76972-9

Rafael Bello, Rafael Falcón, Witold Pedrycz, Janusz Kacprzyk (Eds.)

Granular Computing: At the Junction of Rough Sets and Fuzzy Sets

ABC

Editors Prof. Dr. Witold Pedrycz University of Alberta Dept. Electrial & Computer Engineering 9107 116 Street Edmonton AB T6G 2V4 Canada Email: [email protected]

Prof. Rafael Bello Univ. Central Las Villas Depto. Ciencia Computacion CEI Carretera Camajuani km 5,5 54830 Santa Clara Villa Clara Cuba Email: [email protected]

Prof. Dr. Janusz Kacprzyk PAN Warszawa Systems Research Instiute Newelska 6 01-447 Warszawa Poland Email: [email protected]

Prof. Rafael Falcón Univ. Central Las Villas Depto. Ciencia Computacion CEI Carretera Camajuani km 5,5 54830 Santa Clara Villa Clara Cuba Email: [email protected]

ISBN 978-3-540-76972-9

e-ISBN 978-3-540-76973-6

Studies in Fuzziness and Soft Computing

ISSN 1434-9922

Library of Co