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Data Mining for Association Rules and Sequential Patterns: Sequential and Parallel Algorithms - Softcover
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A state-of-the-art monograph on essential algorithms used for sophisticated data mining methods used with large-scale databases. Essential book for practitioners and professionals in computer science and computer engineering.
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Data Mining for Association Rules and Sequential Patterns (eng)
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Data Mining for Association Rules and Sequential Patterns: Sequential and Parallel Algorithms
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Data Mining for Association Rules and Sequential Patterns
Verlag:
Springer US, Springer New York Sep 2012, 2012
ISBN 10: 1461265118
ISBN 13: 9781461265115
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Data mining includes a wide range of activities such as classification, clustering, similarity analysis, summarization, association rule and sequential pattern discovery, and so forth. The book focuses on the last two previously listed activities. It provides a unified presentation of algorithms for association rule and sequential pattern discovery. For both mining problems, the presentation relies on the lattice structure of the search space. All algorithms are built as processes running on this structure. Proving their properties takes advantage of the mathematical properties of the structure. Part of the motivation for writing this book was postgraduate teaching. One of the main intentions was to make the book a suitable support for the clear exposition of problems and algorithms as well as a sound base for further discussion and investigation. Since the book only assumes elementary mathematical knowledge in the domains of lattices, combinatorial optimization, probability calculus, and statistics, it is fit for use by undergraduate students as well. The algorithms are described in a C-like pseudo programming language. The computations are shown in great detail. This makes the book also fit for use by implementers: computer scientists in many domains as well as industry engineers. 268 pp. Englisch. Bestandsnummer des Verkäufers 9781461265115
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Data Mining for Association Rules and Sequential Patterns
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Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Recent advances in data collection, storage technologies, and computing power have made it possible for companies, government agencies and scientific laboratories to keep and manipulate vast amounts of data relating to their activities. This state-of-the-ar. Bestandsnummer des Verkäufers 4189160
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Data Mining for Association Rules and Sequential Patterns
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Data Mining for Association Rules and Sequential Patterns
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Data Mining for Association Rules and Sequential Patterns
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Zustand: New. PRINT ON DEMAND pp. 268. Bestandsnummer des Verkäufers 1854517215
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Data Mining for Association Rules and Sequential Patterns
Verlag:
Springer New York, Springer New York Sep 2012, 2012
ISBN 10: 1461265118
ISBN 13: 9781461265115
Neu
Taschenbuch
Anbieter: buchversandmimpf2000, Emtmannsberg, BAYE, Deutschland
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Data mining includes a wide range of activities such as classification, clustering, similarity analysis, summarization, association rule and sequential pattern discovery, and so forth. The book focuses on the last two previously listed activities. It provides a unified presentation of algorithms for association rule and sequential pattern discovery. For both mining problems, the presentation relies on the lattice structure of the search space. All algorithms are built as processes running on this structure. Proving their properties takes advantage of the mathematical properties of the structure. Part of the motivation for writing this book was postgraduate teaching. One of the main intentions was to make the book a suitable support for the clear exposition of problems and algorithms as well as a sound base for further discussion and investigation. Since the book only assumes elementary mathematical knowledge in the domains of lattices, combinatorial optimization, probability calculus, and statistics, it is fit for use by undergraduate students as well. The algorithms are described in a C-like pseudo programming language. The computations are shown in great detail. This makes the book also fit for use by implementers: computer scientists in many domains as well as industry engineers.Libri GmbH, Europaallee 1, 36244 Bad Hersfeld 268 pp. Englisch. Bestandsnummer des Verkäufers 9781461265115
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Data Mining for Association Rules and Sequential Patterns : Sequential and Parallel Algorithms
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Data mining includes a wide range of activities such as classification, clustering, similarity analysis, summarization, association rule and sequential pattern discovery, and so forth. The book focuses on the last two previously listed activities. It provides a unified presentation of algorithms for association rule and sequential pattern discovery. For both mining problems, the presentation relies on the lattice structure of the search space. All algorithms are built as processes running on this structure. Proving their properties takes advantage of the mathematical properties of the structure. Part of the motivation for writing this book was postgraduate teaching. One of the main intentions was to make the book a suitable support for the clear exposition of problems and algorithms as well as a sound base for further discussion and investigation. Since the book only assumes elementary mathematical knowledge in the domains of lattices, combinatorial optimization, probability calculus, and statistics, it is fit for use by undergraduate students as well. The algorithms are described in a C-like pseudo programming language. The computations are shown in great detail. This makes the book also fit for use by implementers: computer scientists in many domains as well as industry engineers. Bestandsnummer des Verkäufers 9781461265115
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