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In the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical issues. The book Randomized Algorithms in Automatic Control and Data Mining introduces the readers to the fundamentals of randomized algorithm applications in data mining (especially clustering) and in automatic control synthesis. The methods proposed in this book guarantee that the computational complexity of classical algorithms and the conservativeness of standard robust control techniques will be reduced. It is shown that when a problem requires "brute force" in selecting among options, algorithms based on random selection of alternatives offer good results with certain probability for a restricted time and significantly reduce the volume of operations.
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In the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical issues. The book Randomized Algorithms in Automatic Control and Data Mining introduces the readers to the fundamentals of randomized algorithm applications in data mining (especially clustering) and in automatic control synthesis. The methods proposed in this book guarantee that the computational complexity of classical algorithms and the conservativeness of standard robust control techniques will be reduced. It is shown that when a problem requires "brute force" in selecting among options, algorithms based on random selection of alternatives offer good results with certain probability for a restricted time and significantly reduce the volume of operations.
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Randomized Algorithms in Automatic Control and Data Mining
Editore:
Springer Berlin Heidelberg, 2014
ISBN 10: 3642547850
ISBN 13: 9783642547850
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Randomized Algorithms in Automatic Control and Data Mining
Editore:
Springer Berlin Heidelberg, 2014
ISBN 10: 3642547850
ISBN 13: 9783642547850
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Da: Buchpark, Trebbin, Germania
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Condizione: Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher. Codice articolo 24812124/2
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Randomized Algorithms in Automatic Control and Data Mining.
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ISBN 10: 3642547850
ISBN 13: 9783642547850
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xxi, 251 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Sprache: Englisch. Codice articolo 1159LB
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Randomized Algorithms in Automatic Control and Data Mining
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Gebunden. Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Latest research on Randomized Algorithms in Automatic Control and Data MiningProvides basic knowledge in Data Mining, Control Theory, Pattern Recognition and Randomized AlgorithmsWritten by leading experts in the fieldRandomized. Codice articolo 5064194
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Randomized Algorithms in Automatic Control and Data Mining
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Springer Berlin Heidelberg Jul 2014, 2014
ISBN 10: 3642547850
ISBN 13: 9783642547850
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Buch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -In the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical issues. The book Randomized Algorithms in Automatic Control and Data Mining introduces the readers to the fundamentals of randomized algorithm applications in data mining (especially clustering) and in automatic control synthesis. The methods proposed in this book guarantee that the computational complexity of classical algorithms and the conservativeness of standard robust control techniques will be reduced. It is shown that when a problem requires 'brute force' in selecting among options, algorithms based on random selection of alternatives offer good results with certain probability for a restricted time and significantly reduce the volume of operations. 276 pp. Englisch. Codice articolo 9783642547850
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Randomized Algorithms in Automatic Control and Data Mining
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Randomized Algorithms in Automatic Control and Data Mining
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Buch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - In the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical issues. The book Randomized Algorithms in Automatic Control and Data Mining introduces the readers to the fundamentals of randomized algorithm applications in data mining (especially clustering) and in automatic control synthesis. The methods proposed in this book guarantee that the computational complexity of classical algorithms and the conservativeness of standard robust control techniques will be reduced. It is shown that when a problem requires 'brute force' in selecting among options, algorithms based on random selection of alternatives offer good results with certain probability for a restricted time and significantly reduce the volume of operations. Codice articolo 9783642547850
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Randomized Algorithms in Automatic Control and Data Mining
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Buch. Condizione: Neu. Neuware -In the fields of data mining and control, the huge amount of unstructured data and the presence of uncertainty in system descriptions have always been critical issues. The book Randomized Algorithms in Automatic Control and Data Mining introduces the readers to the fundamentals of randomized algorithm applications in data mining (especially clustering) and in automatic control synthesis. The methods proposed in this book guarantee that the computational complexity of classical algorithms and the conservativeness of standard robust control techniques will be reduced. It is shown that when a problem requires 'brute force' in selecting among options, algorithms based on random selection of alternatives offer good results with certain probability for a restricted time and significantly reduce the volume of operations.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 276 pp. Englisch. Codice articolo 9783642547850
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Randomized Algorithms in Automatic Control and Data Mining
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Randomized Algorithms in Automatic Control and Data Mining (Intelligent Systems Reference Library, 67)
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