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Computational Intelligence in Data Mining - Volume 1

Name: Computational Intelligence in Data Mining - Volume 1
Brand: Springer, India, Private Ltd
SKU: 09091135
Price: 214.29 EUR
Availability: InStock
Author: Himansu Sekhar Behera
ISBN: 9788132222040

Proceedings of the International Conference on CIDM, 20-21 December 2014

Himansu Sekhar Behera

Lakhmi C. Jain

Jyotsna Kumar Mandal

Durga Prasad Mohapatra

Lingua

Inglese

Libro Rigido

Codice Libristo: 09091135

Casa editrice Springer, India, Private Ltd, dicembre 2014

The contributed volume aims to explicate and address the difficulties and challenges for the seamles... Descrizione completa

Codice Libristo: 09091135

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The contributed volume aims to explicate and address the difficulties and challenges for the seamless integration of two core disciplines of computer science, i.e., computational intelligence and data mining. Data Mining aims at the automatic discovery of underlying non-trivial knowledge from datasets by applying intelligent analysis techniques. The interest in this research area has experienced a considerable growth in the last years due to two key factors: (a) knowledge hidden in organizations databases can be exploited to improve strategic and managerial decision-making; (b) the large volume of data managed by organizations makes it impossible to carry out a manual analysis. The book addresses different methods and techniques of integration for enhancing the overall goal of data mining. The book helps to disseminate the knowledge about some innovative, active research directions in the field of data mining, machine and computational intelligence, along with some current issues and applications of related topics.