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_a10.1007/978-3-662-44848-9 _2doi |
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_aMachine Learning and Knowledge Discovery in Databases _h[electronic resource] : _bEuropean Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part I / _cedited by Toon Calders, Floriana Esposito, Eyke Hüllermeier, Rosa Meo. |
250 | _a1st ed. 2014. | ||
264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2014. |
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300 |
_aXLIV, 709 p. 183 illus. _bonline resource. |
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_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v8724 |
|
505 | 0 | _aDynamic networks and knowledge discovery -- Interactions between data mining and natural language processing -- Mining ubiquitous and social environments -- Statistically sound data mining -- Machine learning for urban sensor data -- Multi-target prediction -- Representation learning -- Neural connectomics: from imaging to connectivity -- Data analytics for renewable energy integration -- Linked data for knowledge discovery -- New frontiers in mining complex patterns -- Experimental economics and machine learning -- Learning with multiple views: applications to computer vision and multimedia mining -- Generalization and reuse of machine learning models over multiple contexts -- Predictive web analytics. | |
520 | _aThis three-volume set LNAI 8724, 8725 and 8726 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2014, held in Nancy, France, in September 2014. The 115 revised research papers presented together with 13 demo track papers, 10 nectar track papers, 8 PhD track papers, and 9 invited talks were carefully reviewed and selected from 550 submissions. The papers cover the latest high-quality interdisciplinary research results in all areas related to machine learning and knowledge discovery in databases. | ||
650 | 0 |
_aData mining. _93907 |
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650 | 0 |
_aArtificial intelligence. _93407 |
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650 | 0 |
_aPattern recognition systems. _93953 |
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650 | 0 |
_aInformation storage and retrieval systems. _922213 |
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650 | 1 | 4 |
_aData Mining and Knowledge Discovery. _9171276 |
650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aAutomated Pattern Recognition. _931568 |
650 | 2 | 4 |
_aInformation Storage and Retrieval. _923927 |
700 | 1 |
_aCalders, Toon. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171277 |
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700 | 1 |
_aEsposito, Floriana. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171278 |
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700 | 1 |
_aHüllermeier, Eyke. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171279 |
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700 | 1 |
_aMeo, Rosa. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9171280 |
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710 | 2 |
_aSpringerLink (Online service) _9171281 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783662448472 |
776 | 0 | 8 |
_iPrinted edition: _z9783662448496 |
830 | 0 |
_aLecture Notes in Artificial Intelligence, _x2945-9141 ; _v8724 _9171282 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-662-44848-9 |
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