Support Vector Machines Evolutionary by Stoean Catalin (28 results)
Language: English
Published by Springer 2016
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Language: English
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Published by Springer 2016
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Taschenbuch. Condition: Neu. Support Vector Machines and Evolutionary Algorithms for Classification | Single or Together? | Catalin Stoean (u. a.) | Taschenbuch | xvi | Englisch | 2016 | Springer | EAN 9783319382432 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartma…nn[at]springer[dot]com | Anbieter: preigu.
Language: English
Published by Springer-Verlag New York Inc 2016
Series: Intelligent Systems Reference Library, Book 42 of 188. Book 42 of 188 - Intelligent Systems Reference Library
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Language: English
Published by Springer, Berlin, Springer International Publishing, Springer 2016
Series: Intelligent Systems Reference Library, Book 42 of 188. Book 42 of 188 - Intelligent Systems Reference Library
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - When discussing classification, support vector machines are known to be a capable and efficient technique to learn and predict with high accuracy within a quick time frame. Yet, their black box means to do so make the practical users quite circumsp…ect about relying on it, without much understanding of the how and why of its predictions. The question raised in this book is how can this 'masked hero' be made more comprehensible and friendly to the public: provide a surrogate model for its hidden optimization engine, replace the method completely or appoint a more friendly approach to tag along and offer the much desired explanations Evolutionary algorithms can do all these and this book presents such possibilities of achieving high accuracy, comprehensibility, reasonable runtime as well as unconstrained performance.
Language: English
Published by Palgrave Macmillan 2014
Series: Intelligent Systems Reference Library, Book 42 of 188. Book 42 of 188 - Intelligent Systems Reference Library
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Condition: Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher | When discussing classification, support vector machines are known to be a capable and efficient technique to learn and predict with high accuracy within a quick time frame. Yet, their black box means to do so make the practical users quite circumsp…ect about relying on it, without much understanding of the how and why of its predictions. The question raised in this book is how can this ¿masked herö be made more comprehensible and friendly to the public: provide a surrogate model for its hidden optimization engine, replace the method completely or appoint a more friendly approach to tag along and offer the much desired explanations? Evolutionary algorithms can do all these and this book presents such possibilities of achieving high accuracy, comprehensibility, reasonable runtime as well as unconstrained performance.
Language: English
Published by Springer 2014
Series: Intelligent Systems Reference Library, Book 42 of 188. Book 42 of 188 - Intelligent Systems Reference Library
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Language: English
Published by Springer 2016
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Language: English
Published by Berlin Springer International Publishing Springer Sep 2016 2016
Series: Intelligent Systems Reference Library, Book 42 of 188. Book 42 of 188 - Intelligent Systems Reference Library
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -When discussing classification, support vector machines are known to be a capable and efficient technique to learn and predict with high accuracy within a quick time frame. Yet, their black box means to do so make the practical user…s quite circumspect about relying on it, without much understanding of the how and why of its predictions. The question raised in this book is how can this 'masked hero' be made more comprehensible and friendly to the public: provide a surrogate model for its hidden optimization engine, replace the method completely or appoint a more friendly approach to tag along and offer the much desired explanations Evolutionary algorithms can do all these and this book presents such possibilities of achieving high accuracy, comprehensibility, reasonable runtime as well as unconstrained performance. 122 pp. Englisch.
Language: English
Published by Springer International Publishing 2014
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Guides the reader from single methodologies, like support vector machines and evolutionary algorithms, to hybridization at different levels between the two, showing the benefits and drawbacks of eachContains… new approaches to classification person.
Language: English
Published by Springer International Publishing 2016
Series: Intelligent Systems Reference Library, Book 42 of 188. Book 42 of 188 - Intelligent Systems Reference Library
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Guides the reader from single methodologies, like support vector machines and evolutionary algorithms, to hybridization at different levels between the two, showing the benefits and drawbacks of eachContains new appro…aches to classification person.
Language: English
Published by Springer 2016
Series: Intelligent Systems Reference Library, Book 42 of 188. Book 42 of 188 - Intelligent Systems Reference Library
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Condition: New. Print on Demand pp. 122.
Language: English
Published by Springer 2014
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Condition: New. Print on Demand pp. 140 31 Illus.
Language: English
Published by Springer 2014
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Condition: New. PRINT ON DEMAND pp. 140.
Language: English
Published by Springer 2016
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Condition: New. PRINT ON DEMAND pp. 122.
Language: English
Published by Springer, Springer Jun 2014 2014
Series: Intelligent Systems Reference Library, Book 42 of 188. Book 42 of 188 - Intelligent Systems Reference Library
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Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -When discussing classification, support vector machines are known to be a capable and efficient technique to learn and predict with high accuracy within a quick time frame. Yet, their black box means to do so make the practical users quite cir…cumspect about relying on it, without much understanding of the how and why of its predictions. The question raised in this book is how can this ¿masked herö be made more comprehensible and friendly to the public: provide a surrogate model for its hidden optimization engine, replace the method completely or appoint a more friendly approach to tag along and offer the much desired explanations Evolutionary algorithms can do all these and this book presents such possibilities of achieving high accuracy, comprehensibility, reasonable runtime as well as unconstrained performance.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 140 pp. Englisch.
