9780857295033 - optimization based data mining: theory and applications (advanced information and knowledge processing) von shi, yong; tian, yingjie; kou, gang; peng, yi; li, jianping (6 Ergebnisse)
Sprache: Englisch
Verlag: Springer, 2011
Serie: Advanced Information and Knowledge Processing, Buch 30 von 66. Buch 30 von 66 - Advanced Information and Knowledge Processing
- Hardcover
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hardcover. Zustand: Sehr gut. 332 Seiten; 9780857295033.2 Gewicht in Gramm: 1.
Sprache: Englisch
Verlag: Springer-Verlag New York Inc, 2011
Serie: Advanced Information and Knowledge Processing, Buch 30 von 66. Buch 30 von 66 - Advanced Information and Knowledge Processing
- Hardcover
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Hardcover. Zustand: Brand New. 331 pages. 9.00x6.00x1.00 inches. In Stock.
Sprache: Englisch
Verlag: Springer, 2011
Serie: Advanced Information and Knowledge Processing, Buch 30 von 66. Buch 30 von 66 - Advanced Information and Knowledge Processing
- Hardcover
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Sprache: Englisch
Verlag: Springer London, 2011
Serie: Advanced Information and Knowledge Processing, Buch 30 von 66. Buch 30 von 66 - Advanced Information and Knowledge Processing
- Hardcover
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Zustand: Sehr gut. Zustand: Sehr gut | Seiten: 332 | Sprache: Englisch | Produktart: Bücher | Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (which are based on quadratic programming), different versions of Multiple Criteria P…rogramming (MCP) have been extensively used in data separations. Since optimization based data mining methods differ from statistics, decision tree induction, and neural networks, their theoretical inspiration has attracted many researchers who are interested in algorithm development of data mining. Optimization based Data Mining: Theory and Applications, mainly focuses on MCP and SVM especially their recent theoretical progress and real-life applications in various fields. These include finance, web services, bio-informatics and petroleum engineering, which has triggered the interest of practitioners who look for new methods to improve the results of data mining for knowledge discovery.Most of the material in this book is directly from the research and application activities that the authors¿ research group has conducted over the last ten years. Aimed at practitioners and graduates who have a fundamental knowledge in data mining, it demonstrates the basic concepts and foundations on how to use optimization techniques to deal with data mining problems.
Sprache: Englisch
Verlag: Springer London, Springer London, 2011
Serie: Advanced Information and Knowledge Processing, Buch 30 von 66. Buch 30 von 66 - Advanced Information and Knowledge Processing
- Hardcover
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (which are based on quadratic programming), different versions of Multiple Criteria Programming (MCP) have… been extensively used in data separations. Since optimization based data mining methods differ from statistics, decision tree induction, and neural networks, their theoretical inspiration has attracted many researchers who are interested in algorithm development of data mining. Optimization based Data Mining: Theory and Applications, mainly focuses on MCP and SVM especially their recent theoretical progress and real-life applications in various fields. These include finance, web services, bio-informatics and petroleum engineering, which has triggered the interest of practitioners who look for new methods to improve the results of data mining for knowledge discovery.Most of the material in this book is directly from the research and application activities that the authors' research group has conducted over the last ten years. Aimed at practitioners and graduates who have a fundamental knowledge in data mining, it demonstrates the basic concepts and foundations on how to use optimization techniques to deal with data mining problems.
Sprache: Englisch
Verlag: Springer, 2011
Serie: Advanced Information and Knowledge Processing, Buch 30 von 66. Buch 30 von 66 - Advanced Information and Knowledge Processing
- Hardcover
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Zustand: gut. 2011. Optimization Based Data Mining: Theory and Applications (Advanced Information and Knowledge Processing) In englischer Sprache. pages.
