Partially supervised learning: first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15 - 16, 2011 ; revised selected papers
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| Format: | Conference Proceeding Book |
|---|---|
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2012
|
| Series: | Lecture notes in computer science
7081 : Lecture notes in artificial intelligence |
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Physical Description: | X, 158 S. Ill., graph. Darst. |
| ISBN: | 9783642282577 9783642282584 3642282571 |
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Record in the Search Index
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IMAGE 1
TABLE O F C O N T E N T S
I N V I T E D T A L K S
UNLABELED DATA AND MULTIPLE VIEWS 1
ZHI-HUA ZHOU
ONLINE SEMI-SUPERVISED ENSEMBLE UPDATES FOR FMRI D A T A 8
CATRIN 0 . P L U M P T O N
STUDYING SELF- AND ACTIVE-TRAINING METHODS FOR MULTI-FEATURE SET EMOTION
RECOGNITION 19
JOSE ESPARZA, STEFAN SCHERER, AND FRIEDHELM SCHWENKER
A L G O R I T H M S
SEMI-SUPERVISED LINEAR DISCRIMINANT ANALYSIS USING MOMENT CONSTRAINTS 32
MARCO LOOG
MANIFOLD-REGULARIZED MINIMAX PROBABILITY MACHINE 42
KAZUKI YOSHIYAMA AND AKITO SAKURAI
SUPERVISED AND UNSUPERVISED CO-TRAINING OF ADAPTIVE ACTIVATION FUNCTIONS
IN NEURAL NETS 52
ILARIA CASTELLI A N D EDMONDO TRENTIN
SEMI-UNSUPERVISED WEIGHTED MAXIMUM-LIKELIHOOD ESTIMATION OF JOINT
DENSITIES FOR THE CO-TRAINING OF ADAPTIVE ACTIVATION FUNCTIONS 62
ILARIA CASTELLI A N D EDMONDO TRENTIN
SEMI-SUPERVISED KERNEL CLUSTERING WITH SAMPLE-TO-CLUSTER WEIGHTS . . . .
72 STEFAN FAUFLER A N D FRIEDHELM SCHWENKER
HOMEOKINETIC REINFORCEMENT LEARNING 82
S I M O N C. S M I T H AND J. MICHAEL H E R R M A N N
ITERATIVE REFINEMENT OF HMM AND HCRF FOR SEQUENCE CLASSIFICATION . . .
92 YANN SOULLARD AND THIERRY ARTIERES
A P P L I C A T I O N S
ON THE UTILITY OF PARTIALLY LABELED D A T A FOR CLASSIFICATION OF
MICROARRAY DATA 96
LUDURIG LAUSSER, FLORIAN SCHMID, AND H A N S A. KESTLER
HTTP://D-NB.INFO/1019142995
IMAGE 2
X TABLE OF CONTENTS
MULTI-INSTANCE METHODS FOR PARTIALLY SUPERVISED IMAGE SEGMENTATION . . .
110 ANDREAS MIILLER AND SVEN BEHNKE
SEMI-SUPERVISED TRAINING SET ADAPTION TO UNKNOWN COUNTRIES FOR TRAFFIC
SIGN CLASSIFIERS 120
MATTHIAS HILLEBRAND. CHRISTIAN WDHLER, ULRICH KREFIEL. AND FRANZ K U M M
E R T
COMPARISON OF COMBINED PROBABILISTIC CONNECTIONIST MODELS IN A FORENSIC
APPLICATION 128
EDMONDO TRENTIN, LUCA LUSNIG. AND FABIO CAVALLI
CLASSIFICATION OF EMOTIONAL STATES IN A WOZ SCENARIO EXPLOITING LABELED
AND UNLABELED BIO-PHYSIOLOGICAL D A T A 138
MARTIN SCHELS. MARKUS KACHELE, DAVID HRABAL. STEFFEN WALTER. HARALD C.
TRAUE, AND FRIEDHELM SCHWENKER
USING SELF ORGANIZING MAPS TO FIND GOOD COMPARISON UNIVERSITIES . . . .
148 CAMERON COOPER AND ROBERT K I L M E R
SINK WEB PAGES IN WEB APPLICATION 154
DORU ANASTASIU POPESCU
A U T H O R I N D E X 159 |
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| spelling | Partially supervised learning first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15 - 16, 2011 ; revised selected papers Friedhelm Schwenker ... (eds.) Berlin [u.a.] Springer 2012 X, 158 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 7081 : Lecture notes in artificial intelligence Teilüberwachtes Lernen (DE-588)4782452-9 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2011 Ulm gnd-content Teilüberwachtes Lernen (DE-588)4782452-9 s DE-604 Schwenker, Friedhelm Sonstige (DE-588)111685389 oth PSL 1 2011 Ulm Sonstige (DE-588)16340442-2 oth Erscheint auch als Online-Ausgabe Partially Supervised Learning Lecture notes in computer science 7081 : Lecture notes in artificial intelligence (DE-604)BV000000607 7081 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3966055&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024757641&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Partially supervised learning first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15 - 16, 2011 ; revised selected papers Lecture notes in computer science Teilüberwachtes Lernen (DE-588)4782452-9 gnd |
| subject_GND | (DE-588)4782452-9 (DE-588)1071861417 |
| title | Partially supervised learning first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15 - 16, 2011 ; revised selected papers |
| title_auth | Partially supervised learning first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15 - 16, 2011 ; revised selected papers |
| title_exact_search | Partially supervised learning first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15 - 16, 2011 ; revised selected papers |
| title_full | Partially supervised learning first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15 - 16, 2011 ; revised selected papers Friedhelm Schwenker ... (eds.) |
| title_fullStr | Partially supervised learning first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15 - 16, 2011 ; revised selected papers Friedhelm Schwenker ... (eds.) |
| title_full_unstemmed | Partially supervised learning first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15 - 16, 2011 ; revised selected papers Friedhelm Schwenker ... (eds.) |
| title_short | Partially supervised learning |
| title_sort | partially supervised learning first iapr tc3 workshop psl 2011 ulm germany september 15 16 2011 revised selected papers |
| title_sub | first IAPR TC3 workshop, PSL 2011, Ulm, Germany, September 15 - 16, 2011 ; revised selected papers |
| topic | Teilüberwachtes Lernen (DE-588)4782452-9 gnd |
| topic_facet | Teilüberwachtes Lernen Konferenzschrift 2011 Ulm |
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