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
• Mythanksareduetothemanypeoplewhohaveassistedintheworkreported here and in the preparation of this book. The work is incomplete and this account of it ... 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

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

The Cross-Entropy Method

Reuven Y Rubinstein, Dirk P Kroese

• Hardcover | Engels | Information Science and Statistics
• Rubinstein is the pioneer of the well-known score function and cross-entropy methods. Accessible to a broad audience of engineers, computer scientists... Lees meer

Support Vector Machines

Ingo Steinwart, Andreas Christmann

• Paperback | Engels | Information Science and Statistics
• Every mathematical discipline goes through three periods of development: the naive, the formal, and the critical. David Hilbert The goal of this book ... Lees meer

The Cross-Entropy Method

Reuven Y Rubinstein, Dirk P Kroese

• Paperback | Engels | Information Science and Statistics
• Rubinstein is the pioneer of the well-known score function and cross-entropy methods. Accessible to a broad audience of engineers, computer scientists... Lees meer

Pattern Recognition and Machine Learning

Christopher M Bishop

• Paperback | Engels | Information Science and Statistics
• This is the first textbook on pattern recognition to present the Bayesian viewpoint. The book presents approximate inference algorithms that permit fa... Lees meer

Information and Complexity in Statistical Modeling

Jorma Rissanen

• Hardcover | Engels | Information Science and Statistics
• No statistical model is "true" or "false," "right" or "wrong"; the models just have varying performance, which can be assessed. The main theme in this... 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

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

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

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

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

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 covers the basic statistical and analytical techniques of computer intrusion detection. It is the first to present a data-centered approach ... 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
• Information and Coding.- Shannon-Wiener Information.- Coding of Random Processes.- Statistical Modeling.- Kolmogorov Complexity.- Stochastic Complexit... 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
• Probabilistic Conditional Independence Structures provides the mathematical description of probabilistic conditional independence structures; the auth... 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

Probabilistic Networks and Expert Systems

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

• Paperback | Engels | Information Science and Statistics
• Probabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ... 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

Statistical Image Processing and Multidimensional Modeling

Paul Fieguth

• Paperback | Engels | Information Science and Statistics
• Images are all around us! The proliferation of low-cost, high-quality imaging devices has led to an explosion in acquired images. When these images ar... Lees meer