000			03056nam a22006015i 4500
001			978-3-642-30217-6
003			DE-He213
005			20140220083318.0
007			cr nn 008mamaa
008			120509s2012 gw | s |||| 0|eng d
020			_a9783642302176 _9978-3-642-30217-6
024	7		_a10.1007/978-3-642-30217-6 _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
100	1		_aTan, Pang-Ning. _eeditor.
245	1	0	_aAdvances in Knowledge Discovery and Data Mining _h[electronic resource] : _b16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I / _cedited by Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2012.
300			_aXXIII, 619 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Computer Science, _x0302-9743 ; _v7301
520			_aThe two-volume set LNAI 7301 and 7302 constitutes the refereed proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2012, held in Kuala Lumpur, Malaysia, in May 2012. The total of 20 revised full papers and 66 revised short papers were carefully reviewed and selected from 241 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD-related areas. The papers are organized in topical sections on supervised learning: active, ensemble, rare-class and online; unsupervised learning: clustering, probabilistic modeling in the first volume and on pattern mining: networks, graphs, time-series and outlier detection, and data manipulation: pre-processing and dimension reduction in the second volume.
650		0	_aComputer science.
650		0	_aComputer Communication Networks.
650		0	_aComputer software.
650		0	_aDatabase management.
650		0	_aInformation storage and retrieval systems.
650		0	_aArtificial intelligence.
650	1	4	_aComputer Science.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aInformation Systems Applications (incl. Internet).
650	2	4	_aInformation Storage and Retrieval.
650	2	4	_aDatabase Management.
650	2	4	_aAlgorithm Analysis and Problem Complexity.
650	2	4	_aComputer Communication Networks.
700	1		_aChawla, Sanjay. _eeditor.
700	1		_aHo, Chin Kuan. _eeditor.
700	1		_aBailey, James. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642302169
830		0	_aLecture Notes in Computer Science, _x0302-9743 ; _v7301
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-30217-6
912			_aZDB-2-SCS
912			_aZDB-2-LNC
999			_c103142 _d103142