Sequential Monte Carlo Methods in Practice

• Paperback | Engels | Information Science and Statistics
• This volume presents results in a very active area of research of interest to statisticians, engineers, and computer scientists. The emphasis is on th... Lees meer

Statistical and Inductive Inference by Minimum Message Length

C S Wallace

• Paperback | Engels | Information Science and Statistics
• Since 1965, Prof. Wallace and others have been developing an approach tostatistical estimation, hypothesis testing, model selection and their applicat... Lees meer

Novelty, Information and Surprise

Günther Palm

• Hardcover | Engels | Information Science and Statistics
• This revised edition offers an approach to information theory that is more general than the classical approach of Shannon. Classically, information is... Lees meer

Feedforward Neural Network Methodology

Terrence L Fine

• Paperback | Engels | Information Science and Statistics
• The decade prior to publication has seen an explosive growth in com- tational speed and memory and a rapid enrichment in our understa- ing of arti?cia... Lees meer

The Cross-Entropy Method

Reuven Y Rubinstein, Dirk P Kroese

• Paperback | Engels | Information Science and Statistics
• The cross-entropy (CE) method is one of the most significant developments in randomized optimization and simulation in recent years. This book explain... Lees meer

The Cross-Entropy Method

Reuven Y Rubinstein, Dirk P Kroese

• Hardcover | Engels | Information Science and Statistics
• The cross-entropy (CE) method is one of the most significant developments in randomized optimization and simulation in recent years. This book explain... Lees meer

Support Vector Machines

Ingo Steinwart, Andreas Christmann

• Paperback | Engels | Information Science and Statistics
• This book provides a deep but still self-contained introduction to Support Vector Machines (SVMs) and their role in statistical problems. Lees meer

Pattern Recognition and Machine Learning

Christopher M Bishop

• Paperback | Engels | Information Science and Statistics
• This is the first text on pattern recognition to present the Bayesian viewpoint, one that has become increasing popular in the last five years. It pre... Lees meer

Information and Complexity in Statistical Modeling

Jorma Rissanen

• Hardcover | Engels | Information Science and Statistics
• This volume presents a different, yet logically unassailable, view of statistical modeling. It details a method of modeling based on the principle tha... Lees meer

Estimation of Dependences Based on Empirical Data

V Vapnik

• Paperback | Engels | Information Science and Statistics
• Twenty-?ve years have passed since the publication of the Russian version of the book Estimation of Dependencies Based on Empirical Data (EDBED for sh... Lees meer

Cumulative Sum Charts and Charting for Quality Improvement

Douglas M Hawkins, David H Olwell

• Hardcover | Engels | Information Science and Statistics
• Cumulative Sum Control Charting is a valuable tool for detecting persistent shifts in series of readings. It is used in statistical process control se... Lees meer

Information Theoretic Learning

Jose C Principe

• Paperback | Engels | Information Science and Statistics
• Information Theory, Machine Learning, and Reproducing Kernel Hilbert Spaces.- Renyi's Entropy, Divergence and Their Nonparametric Estimators.- Adaptiv... Lees meer

The Nature of Statistical Learning Theory

Vladimir Vapnik

• Paperback | Engels | Information Science and Statistics
• The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. Written in readable a... Lees meer

Novelty, Information and Surprise

Günther Palm

• Paperback | Engels | Information Science and Statistics
• This revised edition offers an approach to information theory that is more general than the classical approach of Shannon. Classically, information is... Lees meer

Nonlinear Dimensionality Reduction

John A Lee, Michel Verleysen

• Hardcover | Engels | Information Science and Statistics
• This book describes existing and advanced methods to reduce the dimensionality of numerical databases. For each method, the description starts from in... Lees meer

Support Vector Machines

Ingo Steinwart, Andreas Christmann

• Hardcover | Engels | Information Science and Statistics
• This book provides a deep but still self-contained introduction to Support Vector Machines (SVMs) and their role in statistical problems. Lees meer

Computer Intrusion Detection and Network Monitoring

David J Marchette

• Paperback | Engels | Information Science and Statistics
• This book discusses the timely topic of computer intrusion. It is the first book to present a data-centered approach to these problems, and it will be... Lees meer

Computational Methods in Biometric Authentication

Michael E Schuckers

• Paperback | Engels | Information Science and Statistics
• Biometrics, the science of using physical traits to identify individuals, is playing an increasing role in our security-conscious society and across t... Lees meer

Information and Complexity in Statistical Modeling

Jorma Rissanen

• Paperback | Engels | Information Science and Statistics
• This volume presents a different, yet logically unassailable, view of statistical modeling. It details a method of modeling based on the principle tha... Lees meer

Probabilistic Networks and Expert Systems

Robert G Cowell, Philip Dawid, Steffen L Lauritzen, David J Spiegelhalter

• Paperback | Engels | Information Science and Statistics
• The work reviewed in this book represents the synthesis of two important developments in modelling of complex stochastic phenomena. This book will be ... Lees meer

Bayesian Networks and Decision Graphs

Thomas Dyhre Nielsen, Finn Verner Jensen

• Hardcover | Engels | Information Science and Statistics
• This is a brand new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models inc... Lees meer

Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis

Uffe B Kjærulff, Anders L Madsen

• Hardcover | Engels | Information Science and Statistics | nr. 22
• Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, Second Edition, provides a comprehensive guide for practitioners who w... Lees meer

Probabilistic Conditional Independence Structures

Milan Studeny

• Hardcover | Engels | Information Science and Statistics
• Conditional independence is a topic that lies between statistics and artificial intelligence. Probabilistic Conditional Independence Structures provid... Lees meer

Sequential Monte Carlo Methods in Practice

• Hardcover | Engels | Information Science and Statistics
• This volume presents results in a very active area of research of interest to statisticians, engineers, and computer scientists. The emphasis is on th... Lees meer