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_a10.1007/978-3-319-24834-9 _2doi |
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_aIntelligent Data Engineering and Automated Learning - IDEAL 2015 _h[electronic resource] : _b16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings / _cedited by Konrad Jackowski, Robert Burduk, Krzysztof Walkowiak, Michal Wozniak, Hujun Yin. |
250 | _a1st ed. 2015. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2015. |
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300 |
_aXX, 560 p. 153 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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_atext file _bPDF _2rda |
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490 | 1 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI, _x2946-1642 ; _v9375 |
|
505 | 0 | _aEvolutionary algorithms -- Neural networks -- Probabilistic modeling -- Swarm intelligent, multi-objective optimization, and practical applications in regression -- Classification -- Clustering.-Biological data processing -- Text processing -- Video analysis -- Computational intelligence for optimization of communication networks -- Discovering knowledge from data -- Simulation-driven DES-like modeling and performance evaluation -- Intelligent applications in real-world problems. | |
520 | _aThis book constitutes the refereed proceedings of the 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015, held in Wroclaw, Poland, in October 2015. The 64 revised full papers presented were carefully reviewed and selected from 127 submissions. These papers provided a valuable collection of recent research outcomes in data engineering and automated learning, from methodologies, frameworks, and techniques to applications. In addition to various topics such as evolutionary algorithms, neural networks, probabilistic modeling, swarm intelligent, multi-objective optimization, and practical applications in regression, classification, clustering, biological data processing, text processing, video analysis, IDEAL 2015 also featured a number of special sessions on several emerging topics such as computational intelligence for optimization of communication networks, discovering knowledge fromdata, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems. | ||
650 | 0 |
_aData mining. _93907 |
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650 | 0 |
_aPattern recognition systems. _93953 |
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650 | 0 |
_aArtificial intelligence. _93407 |
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650 | 0 |
_aAlgorithms. _93390 |
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650 | 0 |
_aInformation storage and retrieval systems. _922213 |
|
650 | 0 |
_aComputer science. _99832 |
|
650 | 1 | 4 |
_aData Mining and Knowledge Discovery. _9175013 |
650 | 2 | 4 |
_aAutomated Pattern Recognition. _931568 |
650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aAlgorithms. _93390 |
650 | 2 | 4 |
_aInformation Storage and Retrieval. _923927 |
650 | 2 | 4 |
_aTheory of Computation. _9175014 |
700 | 1 |
_aJackowski, Konrad. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9175015 |
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700 | 1 |
_aBurduk, Robert. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9175016 |
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700 | 1 |
_aWalkowiak, Krzysztof. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9175017 |
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700 | 1 |
_aWozniak, Michal. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9175018 |
|
700 | 1 |
_aYin, Hujun. _eeditor. _0(orcid) _10000-0002-9198-5401 _4edt _4http://id.loc.gov/vocabulary/relators/edt _9175019 |
|
710 | 2 |
_aSpringerLink (Online service) _9175020 |
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773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783319248332 |
776 | 0 | 8 |
_iPrinted edition: _z9783319248356 |
830 | 0 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI, _x2946-1642 ; _v9375 _9175021 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-24834-9 |
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