000			03044nam a22005775i 4500
001			978-3-319-44412-3
003			DE-He213
005			20200421112557.0
007			cr nn 008mamaa
008			160803s2016 gw | s |||| 0|eng d
020			_a9783319444123 _9978-3-319-44412-3
024	7		_a10.1007/978-3-319-44412-3 _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	_aAdvanced Analysis and Learning on Temporal Data _h[electronic resource] : _bFirst ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers / _cedited by Ahlame Douzal-Chouakria, Jos�e A. Vilar, Pierre-Fran�cois Marteau.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2016.
300			_aX, 173 p. 64 illus. _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 ; _v9785
520			_aThis book constitutes the refereed proceedings of the First ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016. The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuses on learning new representations and embeddings for time series classification, clustering or for dimensionality reduction. The second part presents approaches on classification and clustering with challenging applications on medicine or earth observation data. These works show different ways to consider temporal dependency in clustering or classification processes. The last part of the book is dedicated to metric learning and time series comparison, it addresses the problem of speeding-up the dynamic time warping or dealing with multi-modal and multi-scale metric learning for time series classification and clustering. .
650		0	_aComputer science.
650		0	_aAlgorithms.
650		0	_aDatabase management.
650		0	_aInformation storage and retrieval.
650		0	_aArtificial intelligence.
650	1	4	_aComputer Science.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aDatabase Management.
650	2	4	_aInformation Systems Applications (incl. Internet).
650	2	4	_aInformation Storage and Retrieval.
650	2	4	_aAlgorithm Analysis and Problem Complexity.
700	1		_aDouzal-Chouakria, Ahlame. _eeditor.
700	1		_aVilar, Jos�e A. _eeditor.
700	1		_aMarteau, Pierre-Fran�cois. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319444116
830		0	_aLecture Notes in Computer Science, _x0302-9743 ; _v9785
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-44412-3
912			_aZDB-2-SCS
912			_aZDB-2-LNC
942			_cEBK
999			_c59198 _d59198