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9788132226246: Machine Intelligence and Signal Processing: 390

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Editore: Springer, 2015
ISBN 10: 8132226240 ISBN 13: 9788132226246
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Da: Lucky's Textbooks, Dallas, TX, U.S.A.

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Condizione: New. Codice articolo ABLIING23Apr0316110306109

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Richa Singh
Editore: Springer India Okt 2015, 2015
ISBN 10: 8132226240 ISBN 13: 9788132226246
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania

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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book comprises chapters on key problems in machine learning and signal processing arenas. The contents of the book are a result of a 2014 Workshop on Machine Intelligence and Signal Processing held at the Indraprastha Institute of Information Technology. Traditionally, signal processing and machine learning were considered to be separate areas of research. However in recent times the two communities are getting closer. In a very abstract fashion, signal processing is the study of operator design. The contributions of signal processing had been to device operators for restoration, compression, etc. Applied Mathematicians were more interested in operator analysis. Nowadays signal processing research is gravitating towards operator learning - instead of designing operators based on heuristics (for example wavelets), the trend is to learn these operators (for example dictionary learning). And thus, the gap between signal processing and machine learning is fast converging. The 2014 Workshop on Machine Intelligence and Signal Processing was one of the few unique events that are focused on the convergence of the two fields. The book is comprised of chapters based on the top presentations at the workshop. This book has three chapters on various topics of biometrics - two are on face detection and one on iris recognition; all from top researchers in their field. There are four chapters on different biomedical signal / image processing problems. Two of these are on retinal vessel classification and extraction; one on biomedical signal acquisition and the fourth one on region detection. There are three chapters on data analysis - a topic gaining immense popularity in industry and academia. One of these shows a novel use of compressed sensing in missing sales data interpolation. Another chapter is on spam detection and the third one is on simple one-shot movie rating prediction. Four other chapters cover various cutting edge miscellaneous topics on character recognition, software effort prediction, speech recognition and non-linear sparse recovery. The contents of this book will prove useful to researchers, professionals and students in the domains of machine learning and signal processing. 176 pp. Englisch. Codice articolo 9788132226246

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Editore: Springer, 2015
ISBN 10: 8132226240 ISBN 13: 9788132226246
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Da: California Books, Miami, FL, U.S.A.

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Condizione: New. Codice articolo I-9788132226246

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Editore: Springer, 2015
ISBN 10: 8132226240 ISBN 13: 9788132226246
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Da: Ria Christie Collections, Uxbridge, Regno Unito

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Condizione: New. In. Codice articolo ria9788132226246_new

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Richa Singh
ISBN 10: 8132226240 ISBN 13: 9788132226246
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Da: AHA-BUCH GmbH, Einbeck, Germania

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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book comprises chapters on key problems in machine learning and signal processing arenas. The contents of the book are a result of a 2014 Workshop on Machine Intelligence and Signal Processing held at the Indraprastha Institute of Information Technology. Traditionally, signal processing and machine learning were considered to be separate areas of research. However in recent times the two communities are getting closer. In a very abstract fashion, signal processing is the study of operator design. The contributions of signal processing had been to device operators for restoration, compression, etc. Applied Mathematicians were more interested in operator analysis. Nowadays signal processing research is gravitating towards operator learning - instead of designing operators based on heuristics (for example wavelets), the trend is to learn these operators (for example dictionary learning). And thus, the gap between signal processing and machine learning is fast converging. The 2014 Workshop on Machine Intelligence and Signal Processing was one of the few unique events that are focused on the convergence of the two fields. The book is comprised of chapters based on the top presentations at the workshop. This book has three chapters on various topics of biometrics - two are on face detection and one on iris recognition; all from top researchers in their field. There are four chapters on different biomedical signal / image processing problems. Two of these are on retinal vesselclassification and extraction; one on biomedical signal acquisition and the fourth one on region detection. There are three chapters on data analysis - a topic gaining immense popularity in industry and academia. One of these shows a novel use of compressed sensing in missing sales data interpolation. Another chapter is on spam detection and the third one is on simple one-shot movie rating prediction. Four other chapters cover various cutting edge miscellaneous topics on character recognition, software effort prediction, speech recognition and non-linear sparse recovery. The contents of this book will prove useful to researchers, professionals and students in the domains of machine learning and signal processing. Codice articolo 9788132226246

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Singh, Richa|Vatsa, Mayank|Majumdar, Angshul
Editore: Springer India, 2015
ISBN 10: 8132226240 ISBN 13: 9788132226246
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Da: moluna, Greven, Germania

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Kartoniert / Broschiert. Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents multi-disciplinary papers in the domain of machine learning and signal processingContains selected tutorial style papers written by eminent researchersIncludes different applications such as biomedical signal processing, image proc. Codice articolo 40246360

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Singh, Richa (Editor)/ Vatsa, Mayank (Editor)/ Majumdar, Angshul (Editor)/ Kumar, Ajay (Editor)
ISBN 10: 8132226240 ISBN 13: 9788132226246
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Da: Revaluation Books, Exeter, Regno Unito

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Paperback. Condizione: Brand New. 176 pages. 9.25x6.25x0.75 inches. In Stock. Codice articolo x-8132226240

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