Télécharger le livre :  Novelty, Information and Surprise
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This revised edition offers an approach to information theory that is more general than the classical approach of Shannon. Classically, information is defined for an alphabet of symbols or for a set of mutually exclusive propositions (a partition of the probability...

Editeur : Springer
Parution : 2023-01-02
Collection : Information Science and Statistics
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147,69
Télécharger le livre :  Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
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Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks. This...

Editeur : Springer
Parution : 2012-11-30
Collection : Information Science and Statistics
ePub

94,94
Télécharger le livre :  Computational Methods in Biometric Authentication
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Biometrics, the science of using physical traits to identify individuals, is playing an increasing role in our security-conscious society and across the globe. Biometric authentication, or bioauthentication, systems are being used to secure everything from amusement...

Editeur : Springer
Parution : 2010-06-03
Collection : Information Science and Statistics
ePub

147,69
Télécharger le livre :  Information Theoretic Learning
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210,99
Télécharger le livre :  Support Vector Machines
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Every mathematical discipline goes through three periods of development: the naive, the formal, and the critical. David Hilbert The goal of this book is to explain the principles that made support vector machines (SVMs) a successful modeling and prediction tool for a...

Editeur : Springer
Parution : 2008-09-15
Collection : Information Science and Statistics
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168,79
Télécharger le livre :  Probabilistic Conditional Independence Structures
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Probabilistic Conditional Independence Structures provides the mathematical description of probabilistic conditional independence structures; the author uses non-graphical methods of their description, and takes an algebraic approach. The monograph presents the...

Editeur : Springer
Parution : 2006-06-22
Collection : Information Science and Statistics
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94,94
Télécharger le livre :  Statistical and Inductive Inference by Minimum Message Length
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Mythanksareduetothemanypeoplewhohaveassistedintheworkreported here and in the preparation of this book. The work is incomplete and this account of it rougher than it might be. Such virtues as it has owe much to others; the faults are all mine....

Editeur : Springer
Parution : 2005-11-20
Collection : Information Science and Statistics
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105,49