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1st International Conference on Computational Intelligence in Data Mining
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...
Autores principales: | , , , |
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Lenguaje: | eng |
Publicado: |
Springer
2015
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1007/978-81-322-2205-7 https://dx.doi.org/10.1007/978-81-322-2208-8 https://dx.doi.org/10.1007/978-81-322-2202-6 http://cds.cern.ch/record/1980564 |
_version_ | 1780945259368284160 |
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author | Jain, Lakhmi Behera, Himansu Mandal, Jyotsna Mohapatra, Durga |
author_facet | Jain, Lakhmi Behera, Himansu Mandal, Jyotsna Mohapatra, Durga |
author_sort | Jain, Lakhmi |
collection | CERN |
description | 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. |
id | cern-1980564 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2015 |
publisher | Springer |
record_format | invenio |
spelling | cern-19805642021-04-22T06:59:14Zdoi:10.1007/978-81-322-2205-7doi:10.1007/978-81-322-2208-8doi:10.1007/978-81-322-2202-6http://cds.cern.ch/record/1980564engJain, LakhmiBehera, HimansuMandal, JyotsnaMohapatra, Durga1st International Conference on Computational Intelligence in Data Mining1st International Conference on Computational Intelligence in Data MiningEngineeringThe 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.Springeroai:cds.cern.ch:19805642015 |
spellingShingle | Engineering Jain, Lakhmi Behera, Himansu Mandal, Jyotsna Mohapatra, Durga 1st International Conference on Computational Intelligence in Data Mining |
title | 1st International Conference on Computational Intelligence in Data Mining |
title_full | 1st International Conference on Computational Intelligence in Data Mining |
title_fullStr | 1st International Conference on Computational Intelligence in Data Mining |
title_full_unstemmed | 1st International Conference on Computational Intelligence in Data Mining |
title_short | 1st International Conference on Computational Intelligence in Data Mining |
title_sort | 1st international conference on computational intelligence in data mining |
topic | Engineering |
url | https://dx.doi.org/10.1007/978-81-322-2205-7 https://dx.doi.org/10.1007/978-81-322-2208-8 https://dx.doi.org/10.1007/978-81-322-2202-6 http://cds.cern.ch/record/1980564 |
work_keys_str_mv | AT jainlakhmi 1stinternationalconferenceoncomputationalintelligenceindatamining AT beherahimansu 1stinternationalconferenceoncomputationalintelligenceindatamining AT mandaljyotsna 1stinternationalconferenceoncomputationalintelligenceindatamining AT mohapatradurga 1stinternationalconferenceoncomputationalintelligenceindatamining |