Data Classification: Algorithms and Applications - Couverture rigide

Couverture rigide

ISBN 10 : 1466586745 ISBN 13 : 9781466586741

Editeur : CRC Press Inc, 2014

Synopsis

Research on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and machine learning. Addressing the work of these different communities in a unified way, this book explores the underlying algorithms of classification as well as applications of classification in a variety of problem domains, including text, multimedia, social network, and biological data. It presents core methods in data classification, covers recent problem domains, and discusses advanced methods for enhancing the quality of the underlying classification results.

A propos du livre

À propos de l?auteur

Charu C. Aggarwal is a research scientist at the IBM T.J. Watson Research Center. A fellow of the IEEE and the ACM, he is the author/editor of ten books, an associate editor of several journals, and the vice-president of the SIAM Activity Group on Data Mining. Dr. Aggarwal has published over 200 papers, has applied for or been granted over 80 patents, and has received numerous honors, including the IBM Outstanding Technical Achievement Award and EDBT 2014 Test of Time Award. His research interests include performance analysis, databases, and data mining. He earned a Ph.D. from the Massachusetts Institute of Technology.

Détails de l'édition

• Éditeur: CRC Press Inc
• Date d'édition: 2014
• Langue: anglais
• ISBN 10: 1466586745
• ISBN 13: 9781466586741
• Reliure: Relié
• Numéro d'édition: 1
• Nombre de pages: 708
• Éditeur: Aggarwal Charu C.
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible