
The only single-source–now completely updated and revised–to offer a unified treatment of the theory, methodology, and applications of the EM algorithm Complete with updates that capture developments from the past decade, The EM Algorithm and Extensions, Second Edition successfully provides a basic
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An up-to-date, comprehensive account of major issues in finite mixture modeling This volume provides an up-to-date account of the theory and applications of modeling via finite mixture distributions. With an emphasis on the applications of mixture models in both mainstream analysis and other areas
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A multi-discipline, hands-on guide to microarray analysis of biological processes Analyzing Microarray Gene Expression Data provides a comprehensive review of available methodologies for the analysis of data derived from the latest DNA microarray technologies. Designed for biostatisticians entering
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With books such as Discourse Networks and Gramophone, Film, Typewriter and the collection Literature, Media, Information Systems, Friedrich Kittler has established himself as one of the world's most influential media theorists. He is also one of the most controversial and misunderstood. Kittler and
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State-of-the-art coverage of Kalman filter methods for the design of neural networks This self-contained book consists of seven chapters by expert contributors that discuss Kalman filtering as applied to the training and use of neural networks. Although the traditional approach to the subject is
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A detailed review of a wide range of meta-heuristic and evolutionary algorithms in a systematic manner and how they relate to engineering optimization problems This book introduces the main metaheuristic algorithms and their applications in optimization. It describes 20 leading meta-heuristic and
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This book uses the EM (expectation maximization) algorithm to simultaneously estimate the missing data and unknown parameter(s) associated with a data set. The parameters describe the component distributions of the mixture; the distributions may be continuous or discrete. The editors provide a
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The new middle-grade fantasy that will make you believe in magic!When Arthur and Rose were little, they were heroes in the Land of Roar, an imaginary world that they found by climbing through the folding bed in their grandad’s attic. Roar was filled with things they loved – dragons, mermaids, ninja
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This book presents an algorithm for the detection of an orthogonal frequency division multiplexing (OFDM) signal in a cognitive radio context by means of a joint and iterative channel and noise estimation technique. Based on the minimum mean square criterion, it performs an accurate detection of a
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In this important new book, Geoffrey Ingham draws on neglected traditions in the social sciences to develop a theory of the ‘social relation’ of money. Genuinely multidisciplinary approach, based on a thorough knowledge of theories of money in the social sciences An original development of the
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Provides a self-contained account on applications of electromagnetic reciprocity theorems to multiport antenna systems The reciprocity theorem is among the most intriguing concepts in wave field theory and has become an integral part of almost all standard textbooks on electromagnetic (EM) theory.
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TO RESTORE HER REPUTATION, SHE MUST FIRST DESTROY IT…When Dianthe Lovejoy is accused of murdering a courtesan who bears an uncanny resemblance to her, she must go into hiding. And the only man who can protect her is her enemy–notorious rake and gambler Lord Geoffrey Morgan.Owing a debt of honor to
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