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020 _a9783319444123
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024 7 _a10.1007/978-3-319-44412-3
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
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, José A. Vilar, Pierre-François Marteau.
250 _a1st ed. 2016.
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
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490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_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 _aArtificial intelligence.
_93407
650 0 _aDatabase management.
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650 0 _aApplication software.
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650 0 _aInformation storage and retrieval systems.
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650 0 _aAlgorithms.
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650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aDatabase Management.
_93157
650 2 4 _aComputer and Information Systems Applications.
_991840
650 2 4 _aInformation Storage and Retrieval.
_923927
650 2 4 _aAlgorithms.
_93390
700 1 _aDouzal-Chouakria, Ahlame.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_991841
700 1 _aVilar, José A.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
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700 1 _aMarteau, Pierre-François.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
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710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Artificial Intelligence,
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856 4 0 _uhttps://doi.org/10.1007/978-3-319-44412-3
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