Table of Contents

Preface.



Introduction.



Imprecision and Uncertainty.



Decomposition.



Graphical Representation.



Computing Projections.



Naive Classifiers.



Learning Global Structure.



Learning Local Structure.



Inductive Causation.



Applications.



A. Proofs of Theorems.



B. Software Tools.



Bibliography.



Index.

About the Author

Christian Borgelt, is the Principal researcher at the European Centre for Soft Computing at Otto-von-Guericke University of Magdeburg.
Rudolf Kruse is Professor for Computer Science at Otto-von-Guericke University of Magdeburg.

Reviews

"...positioned at the boundary between two highly important
research areas...not restricted to probabilistic models..."
(Zentralblatt Math, 2003)
"...a good and interesting book...every effort is made to make
the concepts meaningful to the reader..." (Statistics in Medicine,
Vol 23(11), 15 June 2004)