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Information Measures: Information And Its Description In Science And Engineering (Signals and Communication Technology) - Softcover
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From the reviews: "Bioinformaticians are facing the challenge of how to handle immense amounts of raw data, [ . . . ] and render them accessible to scientists working on a wide variety of problems. [This book] can be such a tool". IEEE Engineering in Medicine and Biology
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This book is an introduction to the mathematical description of information in science and engineering. The necessary mathematical theory will be treated in a more vivid way than in the usual theorem-proof structure. This enables the reader to develop an idea of the connections between different information measures and to understand the trains of thoughts in their derivation. As there exist a great number of different possible ways to describe information, these measures are presented in a coherent manner. Some examples of the information measures examined are: Shannon information, applied in coding theory; Akaike information criterion, used in system identification to determine auto-regressive models and in neural networks to identify the number of neu-rons; and Cramer-Rao bound or Fisher information, describing the minimal variances achieved by unbiased estimators. This softcover edition addresses researchers and students in electrical engineering, particularly in control and communications, physics, and applied mathematics.
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Information Measures: Information and its Description in Science and Engineering (Signals and Communication Technology)
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INFORMATION MEASURES
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Softcover. Zustand: Very Good. No Jacket. Circa 2004. Slightly better than very good condition. Signals and Communication Technology. Information and is Description in Science and Engineering. Pictorial cardwraps. Second printing. Contents clean. Packaged with care and promptly dispatched! Bestandsnummer des Verkäufers 1820475
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Information Measures : Information and Its Description in Science and Engineering
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Information Measures
ISBN 10: 354040855X
ISBN 13: 9783540408550
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book is intended to be an introduction to the mathematical description of information in science. The necessary mathematical theory of this introduction will be treated in a more vivid way than in the usual theorem-proof structure. This, however, enables us to develop an idea of the connections between different information measures and to understand the trains of thought in their derivation, which is a crucial point for correct applications. It is therefore our intention in the mathematical descriptions to evolve the important ideas of the derivations, so that we obtain the resulting functions as well as the main thoughts and the conditions for the validity of the result. This simplifies the handling of the information measures, which are sometimes hard to classify without any additional background information. Though the mathematical descriptions are the exact formulations of the measures examined, we do not restrict ourselves to rigorous mathematical considerations, but we will also integrate the different measures into the structure and context of possible information measures. Nevertheless the mathematical approach is unavoidable when we are looking for an objective description and for possible applications in optimization. 572 pp. Englisch. Bestandsnummer des Verkäufers 9783540408550
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Information Measures : Information and its Description in Science and Engineering
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Information Measures
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Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. As a survey of information measures this book can serve as an introduction to information theoryWritten for non-mathematicians, i.e. engineers and scientistsRelevant for many established and novel applications in Science, Communications,. Bestandsnummer des Verkäufers 4888996
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Information Measures : Information and Its Description in Science and Engineering
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Information Measures: Information and its Description in Science and Engineering (Signals and Communication Technology)
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Information Measures : Information and its Description in Science and Engineering
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book is intended to be an introduction to the mathematical description of information in science. The necessary mathematical theory of this introduction will be treated in a more vivid way than in the usual theorem-proof structure. This, however, enables us to develop an idea of the connections between different information measures and to understand the trains of thought in their derivation, which is a crucial point for correct applications. It is therefore our intention in the mathematical descriptions to evolve the important ideas of the derivations, so that we obtain the resulting functions as well as the main thoughts and the conditions for the validity of the result. This simplifies the handling of the information measures, which are sometimes hard to classify without any additional background information. Though the mathematical descriptions are the exact formulations of the measures examined, we do not restrict ourselves to rigorous mathematical considerations, but we will also integrate the different measures into the structure and context of possible information measures. Nevertheless the mathematical approach is unavoidable when we are looking for an objective description and for possible applications in optimization. Bestandsnummer des Verkäufers 9783540408550
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Information Measures
Verlag:
Springer Vieweg, Springer Nov 2003, 2003
ISBN 10: 354040855X
ISBN 13: 9783540408550
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Information Measures introduces the mathematical description of information in science and engineering, treating the necessary mathematical theory in a more vivid way than in the usual theoretical proof structure. This enables readers to develop an idea of the connections between different information measures and to understand the trains of thoughts in their derivation. As there exist a great number of different possible ways to describe information, these measures are presented in a coherent manner. Examples of the measures treated: Shannon information, applied in coding theory; Akaike information criterion, used in system identification to determine auto-regressive models and in neural networks to identify the number of neurons; and Cramer-Rao bound or Fisher information, describing the minimal variances achieved by unbiased estimators. 'A tool [to show] bioinformaticians. how to handle immense amounts of raw data, such as are generated from genome mapping, make sense of them, and render them accessible to scientists.' IEEE Engineering in Medicine and BiologySpringer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 572 pp. Englisch. Bestandsnummer des Verkäufers 9783540408550
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