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020 _a9783642282584
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024 7 _a10.1007/978-3-642-28258-4
_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 _aPartially Supervised Learning
_h[electronic resource] :
_bFirst IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers /
_cedited by Friedhelm Schwenker, Edmondo Trentin.
250 _a1st ed. 2012.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2012.
300 _aX, 159 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 Artificial Intelligence,
_x2945-9141 ;
_v7081
520 _aThis book constitutes thoroughly refereed revised selected papers from the First IAPR TC3 Workshop on Partially Supervised Learning, PSL 2011, held in Ulm, Germany, in September 2011. The 14 papers presented in this volume were carefully reviewed and selected for inclusion in the book, which also includes 3 invited talks. PSL 2011 dealt with methodological issues as well as real-world applications of PSL. The main methodological issues were: combination of supervised and unsupervised learning; diffusion learning; semi-supervised classification, regression, and clustering; learning with deep architectures; active learning; PSL with vague, fuzzy, or uncertain teaching signals; learning, or statistical pattern recognition; and PSL in cognitive systems. Applications of PSL included: image and signal processing; multi-modal information processing; sensor/information fusion; human computer interaction; data mining and Web mining; forensic anthropology; and bioinformatics.
650 0 _aArtificial intelligence.
_93407
650 0 _aPattern recognition systems.
_93953
650 0 _aComputer vision.
_9171185
650 0 _aApplication software.
_9171186
650 0 _aBioinformatics.
_99561
650 0 _aAlgorithms.
_93390
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aComputer Vision.
_9171187
650 2 4 _aComputer and Information Systems Applications.
_9171188
650 2 4 _aComputational and Systems Biology.
_931619
650 2 4 _aAlgorithms.
_93390
700 1 _aSchwenker, Friedhelm.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_9171189
700 1 _aTrentin, Edmondo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9171190
710 2 _aSpringerLink (Online service)
_9171191
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642282577
776 0 8 _iPrinted edition:
_z9783642282591
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v7081
_9171192
856 4 0 _uhttps://doi.org/10.1007/978-3-642-28258-4
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