000 02905nam a22005535i 4500
001 978-3-662-45652-1
003 DE-He213
005 20200421111853.0
007 cr nn 008mamaa
008 141204s2014 gw | s |||| 0|eng d
020 _a9783662456521
_9978-3-662-45652-1
024 7 _a10.1007/978-3-662-45652-1
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aMachine Learning and Cybernetics
_h[electronic resource] :
_b13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings /
_cedited by Xizhao Wang, Witold Pedrycz, Patrick Chan, Qiang He.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2014.
300 _aXIV, 462 p. 160 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aCommunications in Computer and Information Science,
_x1865-0929 ;
_v481
505 0 _aClassification and semi-supervised learning; -- Clustering and kernel.-Application to recognition -- Sampling and big data -- Application to detection -- Decision tree learning; learning and adaptation -- Similarity and decision making -- Learning with uncertainty -- Improved learning algorithms and applications.
520 _aThis book constitutes the refereed proceedings of the 13th International Conference on Machine Learning and Cybernetics, Lanzhou, China, in July 2014. The 45 revised full papers presented were carefully reviewed and selected from 421 submissions. The papers are organized in topical sections on classification and semi-supervised learning; clustering and kernel; application to recognition; sampling and big data; application to detection; decision tree learning; learning and adaptation; similarity and decision making; learning with uncertainty; improved learning algorithms and applications.
650 0 _aComputer science.
650 0 _aAlgorithms.
650 0 _aData mining.
650 0 _aArtificial intelligence.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aAlgorithm Analysis and Problem Complexity.
700 1 _aWang, Xizhao.
_eeditor.
700 1 _aPedrycz, Witold.
_eeditor.
700 1 _aChan, Patrick.
_eeditor.
700 1 _aHe, Qiang.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783662456514
830 0 _aCommunications in Computer and Information Science,
_x1865-0929 ;
_v481
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-662-45652-1
912 _aZDB-2-SCS
942 _cEBK
999 _c56233
_d56233