Novelty, Information and Surprise
Günther Palm
Information and Complexity in Statistical Modeling
Jorma Rissanen
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
Uffe B. Kjærulff & Anders L. Madsen
Probabilistic Conditional Independence Structures
Milan Studený
Support Vector Machines
Ingo Steinwart & Andreas Christmann
Statistical and Inductive Inference by Minimum Message Length
C.S. Wallace
Bayesian Networks and Decision Graphs
Thomas Dyhre Nielsen & Finn Verner Jensen
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
Uffe B. Kjærulff & Anders L. Madsen
Nonlinear Dimensionality Reduction
John A. Lee & Michel Verleysen
Statistical Image Processing and Multidimensional Modeling
Paul Fieguth