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Book Cover
Author Meo, Rosa.

Title Database support for data mining applications : discovering knowledge with inductive queries / Rosa Meo, Pier Luca Lanzi, Mika Klemettinen (eds.)
Published Berlin ; New York : Springer-Verlag, [2004]


Location Call no. Vol. Availability
 W'PONDS  006.312 Meo/Dsf  AVAILABLE
Description xii, 323 pages : illustrations ; 24 cm
Series Lecture notes in computer science, 0302-9743.. Lecture notes in artificial intelligence ; 2682.. State-of-the-art survey
Lecture notes in computer science ; 2682
Lecture notes in computer science. Lecture notes in artificial intelligence.
Lecture notes in computer science. State-of-the-art survey.
Contents Database languages and query execution -- Support for KDD-process
Summary 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
Bibliography Includes bibliographical references and author index
Notes Also issued online
Mode of access: World Wide Web
Lecture notes in computer science. no:2682 0302-9743
Subject Information storage and retrieval systems.
Artificial intelligence.
Computer science.
Data mining -- Data processing.
Database searching -- Data processing.
Database management.
Data mining.
Database searching.
Genre/Form Aufsatzsammlung
Author Lanzi, Pier Luca, 1967-
Meo, Rosa.
Klemettinen, Mika.
LC no. 2004095564
ISBN 3540224793 alkaline paper
Other Titles Discovering knowledge with inductive queries