000 03083nam a22005775i 4500
001 978-3-642-28258-4
003 DE-He213
005 20140220083311.0
007 cr nn 008mamaa
008 120209s2012 gw | s |||| 0|eng d
020 _a9783642282584
_9978-3-642-28258-4
024 7 _a10.1007/978-3-642-28258-4
_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 _aSchwenker, Friedhelm.
_eeditor.
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.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_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 Computer Science,
_x0302-9743 ;
_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 _aComputer science.
650 0 _aComputer software.
650 0 _aArtificial intelligence.
650 0 _aComputer vision.
650 0 _aOptical pattern recognition.
650 0 _aBioinformatics.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aPattern Recognition.
650 2 4 _aImage Processing and Computer Vision.
650 2 4 _aInformation Systems Applications (incl. Internet).
650 2 4 _aComputational Biology/Bioinformatics.
650 2 4 _aAlgorithm Analysis and Problem Complexity.
700 1 _aTrentin, Edmondo.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642282577
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v7081
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-28258-4
912 _aZDB-2-SCS
912 _aZDB-2-LNC
999 _c102765
_d102765