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- catalog abstract "In the first part, this book analyzes the knowledge discovery process in order to understand the relations between knowledge discovery steps and focusing. The part devoted to the development of focusing solutions opens with an analysis of the state of the art, then introduces the relevant techniques, and finally culminates in implementing a unified approach as a generic sampling algorithm, which is then integrated into a commercial data mining system. The last part evaluates specific focusing solutions in various application domains. The book provides various appendicies enhancing easy accessibility. The book presents a comprehensive introduction to focusing in the context of data mining and knowledge discovery. It is written for researchers and advanced students, as well as for professionals applying data mining and knowledge discovery techniques in practice.".
- catalog contributor b11440371.
- catalog created "c1999.".
- catalog date "1999".
- catalog date "c1999.".
- catalog dateCopyrighted "c1999.".
- catalog description "In the first part, this book analyzes the knowledge discovery process in order to understand the relations between knowledge discovery steps and focusing. The part devoted to the development of focusing solutions opens with an analysis of the state of the art, then introduces the relevant techniques, and finally culminates in implementing a unified approach as a generic sampling algorithm, which is then integrated into a commercial data mining system. The last part evaluates specific focusing solutions in various application domains. The book provides various appendicies enhancing easy accessibility. The book presents a comprehensive introduction to focusing in the context of data mining and knowledge discovery. It is written for researchers and advanced students, as well as for professionals applying data mining and knowledge discovery techniques in practice.".
- catalog description "Includes bibliographical references and index.".
- catalog description "Knowledge Discovery in Databases -- Focusing Tasks -- Focusing Solutions -- Analytical Studies -- Experimental Results -- Conclusions.".
- catalog extent "xiv, 307 p. :".
- catalog identifier "3540664297 (softcover)".
- catalog isPartOf "Lecture notes in computer science ; 1623. Lecture notes in artificial intelligence".
- catalog isPartOf "Lecture notes in computer science ; 1623.".
- catalog isPartOf "Lecture notes in computer science. Lecture notes in artificial intelligence.".
- catalog issued "1999".
- catalog issued "c1999.".
- catalog language "eng".
- catalog publisher "Berlin ; New York : Springer,".
- catalog subject "006.3 21".
- catalog subject "Artificial intelligence.".
- catalog subject "Computer science.".
- catalog subject "Computer software.".
- catalog subject "Data mining.".
- catalog subject "Information storage and retrieval systems.".
- catalog subject "Management information systems.".
- catalog subject "QA76.9.D343 R45 1999".
- catalog tableOfContents "Knowledge Discovery in Databases -- Focusing Tasks -- Focusing Solutions -- Analytical Studies -- Experimental Results -- Conclusions.".
- catalog title "Focusing solutions for data mining : analytical studies and experimental results in real-world domains / Thomas Reinartz.".
- catalog type "text".