| 1 |
The cross-entropy method : a unified approach to combinatorial optimization, Monte-Carlo simluation, and machine learning / Reuven Y. Rubinstein, Dirk P. Kroese
: hbk. - New York : Springer , c2004
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| 2 |
Pattern recognition and machine learning / Christopher M. Bishop
New York : Springer , c2006
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| 3 |
Probabilistic conditional independence structures / Milan Studený
London : Springer , c2005
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| 4 |
Statistical and inductive inference by minimum message length / C.S. Wallace
Berlin ; New York : Springer , 2005
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| 5 |
Estimation of dependences based on empirical data / Vladimir Vapnik
[2nd ed.]. - New York : Springer , c2006
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| 6 |
Information and complexity in statistical modeling / Jorma Rissanen
New York : Springer , c2007
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| 7 |
Bayesian networks and decision graphs / Finn V. Jensen, Thomas D. Nielsen
2nd ed.. - New York : Springer , c2007
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| 8 |
Probabilistic networks and expert systems : exact computational methods for Bayesian networks / Robert G. Cowell ... [et al.]
New York, N.Y. : Springer , c2007
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| 9 |
Nonlinear dimensionality reduction / John A. Lee, Michel Verleysen
New York, NY : Springer Science+Business Media , c2007
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| 10 |
Bayesian networks and influence diagrams : a guide to construction and analysis / Uffe B. Kjærulff, Anders L. Madsen
New York, NY : Springer , c2008
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| 11 |
Support vector machines / Ingo Steinwart, Andreas Christmann
New York : Springer , c2008
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| 12 |
Computational methods in biometric authentication : statistical methods for performance evaluation / Michael E. Schuckers
London : Springer , c2010
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| 13 |
Information theoretic learning : Renyi's entropy and kernel perspectives / José C. Principe
: hbk. - New York : Springer , c2010
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| 14 |
Statistical image processing and multidimensional modeling / Paul Fieguth
New York : Springer , c2011
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| 15 |
Bayesian networks and influence diagrams : a guide to construction and analysis / Uffe B. Kjærulff, Anders L. Madsen
2nd ed. - New York : Springer , c2013
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