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Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries (Lecture Notes in Computer Science, 2682) - Softcover
Synopsis
Data mining from traditional relational databases as well as from non-traditional ones such as semi-structured data, Web data, and scientific databases housing biological, linguistic, and sensor data has recently become a popular way of discovering hidden knowledge.
This book on database support for data mining is developed to approaches exploiting the available database technology, declarative data mining, intelligent querying, and associated issues, such as optimization, indexing, query processing, languages, and constraints. Attention is also paid to the solution of data preprocessing problems, such as data cleaning, discretization, and sampling.
The 16 reviewed full papers presented were carefully selected from various workshops and conferences to provide complete and competent coverage of the core issues. Some papers were developed within an EC funded project on discovering knowledge with inductive queries.
"synopsis" may belong to another edition of this title.
- PublisherSpringer
- Publication date2004
- ISBN 10 3540224793
- ISBN 13 9783540224792
- BindingPaperback
- LanguageEnglish
- Number of pages344
- EditorMeo Rosa, Lanzi Pier L., Klemettinen Mika
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Database Support for Data Mining Applications
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ISBN 10: 3540224793
ISBN 13: 9783540224792
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Data mining from traditional relational databases as well as from non-traditional ones such as semi-structured data, Web data, and scientific databases housing biological, linguistic, and sensor data has recently become a popular way of discovering hidden knowledge. This book on database support for data mining is developed to approaches exploiting the available database technology, declarative data mining, intelligent querying, and associated issues, such as optimization, indexing, query processing, languages, and constraints. Attention is also paid to the solution of data preprocessing problems, such as data cleaning, discretization, and sampling. The 16 reviewed full papers presented were carefully selected from various workshops and conferences to provide complete and competent coverage of the core issues. Some papers were developed within an EC funded project on discovering knowledge with inductive queries. 344 pp. Englisch. Seller Inventory # 9783540224792
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Database Support For Data Mining Applications : Discovering Knowledge With Inductive Queries
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Database Support for Data Mining Applications : Discovering Knowledge with Inductive Queries
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ISBN 10: 3540224793
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Database Support for Data Mining Applications : Discovering Knowledge with Inductive Queries
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ISBN 13: 9783540224792
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Data mining from traditional relational databases as well as from non-traditional ones such as semi-structured data, Web data, and scientific databases housing biological, linguistic, and sensor data has recently become a popular way of discovering hidden knowledge. This book on database support for data mining is developed to approaches exploiting the available database technology, declarative data mining, intelligent querying, and associated issues, such as optimization, indexing, query processing, languages, and constraints. Attention is also paid to the solution of data preprocessing problems, such as data cleaning, discretization, and sampling. The 16 reviewed full papers presented were carefully selected from various workshops and conferences to provide complete and competent coverage of the core issues. Some papers were developed within an EC funded project on discovering knowledge with inductive queries. Seller Inventory # 9783540224792
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Database Support for Data Mining Applications
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