Foundations of Computational Intelligence 06 : Data Mining

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ISBN 10: 3642010903 / ISBN 13: 9783642010903

Edité par Springer-Verlag GmbH, 2009

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Zustand: Sehr gut | Seiten: 402 | Sprache: Englisch | Produktart: Bücher.

N° de réf. du vendeur 5206403/12

Détails bibliographiques

• Titre: Foundations of Computational Intelligence 06 : Data Mining
• Éditeur: Springer-Verlag GmbH
• Date de parution: 2009
• Langue: anglais
• ISBN à 10 chiffres: 3642010903
• ISBN à 13 chiffres: 9783642010903
• Reliure: Couverture rigide
• État de l'article: Sehr gut
• Catalogues du vendeur:
  • Bücher

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Synopsis

Foundations of Computational Intelligence Volume 6: Data Mining: Theoretical Foundations and Applications Finding information hidden in data is as theoretically difficult as it is practically important. With the objective of discovering unknown patterns from data, the methodologies of data mining were derived from statistics, machine learning, and artificial intelligence, and are being used successfully in application areas such as bioinformatics, business, health care, banking, retail, and many others. Advanced representation schemes and computational intelligence techniques such as rough sets, neural networks; decision trees; fuzzy logic; evolutionary algorithms; arti- cial immune systems; swarm intelligence; reinforcement learning, association rule mining, Web intelligence paradigms etc. have proved valuable when they are - plied to Data Mining problems. Computational tools or solutions based on intel- gent systems are being used with great success in Data Mining applications. It is also observed that strong scientific advances have been made when issues from different research areas are integrated. This Volume comprises of 15 chapters including an overview chapter providing an up-to-date and state-of-the research on the applications of Computational Int- ligence techniques for Data Mining. The book is divided into 3 parts: Part-I: Data Click Streams and Temporal Data Mining Part-II: Text and Rule Mining Part-III: Applications Part I on Data Click Streams and Temporal Data Mining contains four chapters that describe several approaches in Data Click Streams and Temporal Data Mining.

Présentation de l'éditeur

Computational tools or solutions based on intelligent systems are being used effectively in data mining applications. This book, one of a series on the foundations of Computational Intelligence, is focused on applications of techniques for data mining.