Computational Intelligence in Data Mining - Volume 1 Proceedings of the International Conference on CIDM, 20-21 December 2014 /
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 datase...
| Published in: | Springer eBooks |
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| Corporate Author: | |
| Other Authors: | , , , |
| Format: | eBook |
| Language: | English |
| Published: |
New Delhi :
Springer India : Imprint: Springer,
2015.
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| Series: | Smart Innovation, Systems and Technologies,
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| Subjects: | |
| Online Access: | http://dx.doi.org/10.1007/978-81-322-2205-7 Перейти в каталог НБ ТГУ |
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| 245 | 1 | 0 | |a Computational Intelligence in Data Mining - Volume 1 |h electronic resource |b Proceedings of the International Conference on CIDM, 20-21 December 2014 / |c edited by Lakhmi C. Jain, Himansu Sekhar Behera, Jyotsna Kumar Mandal, Durga Prasad Mohapatra. |
| 260 | |a New Delhi : |b Springer India : |b Imprint: Springer, |c 2015. |9 742251 | ||
| 300 | |a XXVIII, 713 p. 327 illus. |b online resource. | ||
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| 490 | 1 | |a Smart Innovation, Systems and Technologies, |x 2190-3018 ; |v 31 | |
| 505 | 0 | |a About the Conference -- Acknowledgement.- Conference Committee.- Editor's Biography.- Preface.- Table of Contents -- Chapters -- Author Index. | |
| 520 | |a 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. | ||
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| 650 | 2 | 4 | |a Data Mining and Knowledge Discovery. |9 306372 |
| 650 | 2 | 4 | |a Computing Methodologies. |9 303506 |
| 700 | 1 | |a Jain, Lakhmi C. |e editor. |9 318118 | |
| 700 | 1 | |a Behera, Himansu Sekhar. |e editor. |9 469777 | |
| 700 | 1 | |a Mandal, Jyotsna Kumar. |e editor. |9 469778 | |
| 700 | 1 | |a Mohapatra, Durga Prasad. |e editor. |9 449636 | |
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