000 | 04674nam a22006375i 4500 | ||
---|---|---|---|
001 | 978-3-030-03493-1 | ||
003 | DE-He213 | ||
005 | 20210201191400.0 | ||
007 | cr nn 008mamaa | ||
008 | 181108s2018 gw | s |||| 0|eng d | ||
020 |
_a9783030034931 _9978-3-030-03493-1 |
||
050 | 4 | _aQA76.9.D343 | |
072 | 7 |
_aUNF _2bicssc |
|
072 | 7 |
_aCOM021030 _2bisacsh |
|
072 | 7 |
_aUNF _2thema |
|
072 | 7 |
_aUYQE _2thema |
|
082 | 0 | 4 |
_a006.312 _223 |
245 | 1 | 0 |
_aIntelligent Data Engineering and Automated Learning - IDEAL 2018 _h[electronic resource] : _b19th International Conference, Madrid, Spain, November 21-23, 2018, Proceedings, Part I / _cedited by Hujun Yin, David Camacho, Paulo Novais, Antonio J. Tallón-Ballesteros. |
250 | _a1st ed. 2018. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2018. |
|
300 |
_aXXVI, 865 p. 285 illus., 197 illus. in color. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI ; _v11314 |
|
500 | _aAcceso multiusuario | ||
505 | 0 | _aIntelligent data analysis -- data mining and their associated learning systems and paradigms -- big data challenges -- machine learning, data mining, information retrieval and management -- bio- and neuro-informatics -- bio-inspired models including neural networks, evolutionary computation and swarm intelligence -- agents and hybrid intelligent systems, and real-world applications of intelligent techniques -- evolutionary algorithms -- deep learning neural networks -- probabilistic modeling -- particle swarm intelligence -- big data analytics and applications in image recognition -- regression, classification, clustering, medical and biological modelling and prediction -- text processing and social media analysis. | |
520 | _aThis two-volume set LNCS 11314 and 11315 constitutes the thoroughly refereed conference proceedings of the 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018, held in Madrid, Spain, in November 2018. The 125 full papers presented were carefully reviewed and selected from 204 submissions. These papers provided a timely sample of the latest advances in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis. | ||
541 |
_fUABC ; _cTemporal ; _d01/01/2021-12/31/2023. |
||
650 | 0 | _aData mining. | |
650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aOptical data processing. | |
650 | 0 | _aComputers. | |
650 | 1 | 4 |
_aData Mining and Knowledge Discovery. _0https://scigraph.springernature.com/ontologies/product-market-codes/I18030 |
650 | 2 | 4 |
_aArtificial Intelligence. _0https://scigraph.springernature.com/ontologies/product-market-codes/I21000 |
650 | 2 | 4 |
_aComputer Imaging, Vision, Pattern Recognition and Graphics. _0https://scigraph.springernature.com/ontologies/product-market-codes/I22005 |
650 | 2 | 4 |
_aTheory of Computation. _0https://scigraph.springernature.com/ontologies/product-market-codes/I16005 |
700 | 1 |
_aYin, Hujun. _eeditor. _0(orcid)0000-0002-9198-5401 _1https://orcid.org/0000-0002-9198-5401 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aCamacho, David. _eeditor. _0(orcid)0000-0002-0535-7450 _1https://orcid.org/0000-0002-0535-7450 _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aNovais, Paulo. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
700 | 1 |
_aTallón-Ballesteros, Antonio J. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783030034924 |
776 | 0 | 8 |
_iPrinted edition: _z9783030034948 |
830 | 0 |
_aInformation Systems and Applications, incl. Internet/Web, and HCI ; _v11314 |
|
856 | 4 | 0 |
_zLibro electrónico _uhttp://148.231.10.114:2048/login?url=https://doi.org/10.1007/978-3-030-03493-1 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
912 | _aZDB-2-LNC | ||
942 | _cLIBRO_ELEC | ||
999 |
_c242831 _d242830 |