PSL 2011: Ulm, Germany
Friedhelm Schwenker, Edmondo Trentin (Eds.): Partially Supervised Learning - First IAPR TC3 Workshop, PSL 2011, Ulm, Germany, September 15-16, 2011, Revised Selected Papers. Springer 2012 Lecture Notes in Computer Science ISBN 978-3-642-28257-7
Invited Talks
- Zhi-Hua Zhou: Unlabeled Data and Multiple Views. 1-7
- Catrin O. Plumpton: Online Semi-supervised Ensemble Updates for fMRI Data. 8-18
- José Esparza, Stefan Scherer, Friedhelm Schwenker: Studying Self- and Active-Training Methods for Multi-feature Set Emotion Recognition. 19-31
Algorithms
- Marco Loog: Semi-supervised Linear Discriminant Analysis Using Moment Constraints. 32-41
- Ilaria Castelli, Edmondo Trentin: Supervised and Unsupervised Co-training of Adaptive Activation Functions in Neural Nets. 52-61
- Ilaria Castelli, Edmondo Trentin: Semi-unsupervised Weighted Maximum-Likelihood Estimation of Joint Densities for the Co-training of Adaptive Activation Functions. 62-71
- Stefan Faußer, Friedhelm Schwenker: Semi-Supervised Kernel Clustering with Sample-to-Cluster Weights. 72-81
- Yann Soullard, Thierry Artières: Iterative Refinement of HMM and HCRF for Sequence Classification. 92-95
Applications
- Ludwig Lausser, Florian Schmid, Hans A. Kestler: On the Utility of Partially Labeled Data for Classification of Microarray Data. 96-109
- Andreas Müller, Sven Behnke: Multi-instance Methods for Partially Supervised Image Segmentation. 110-119
- Matthias Hillebrand, Christian Wöhler, Ulrich Kreßel, Franz Kummert: Semi-supervised Training Set Adaption to Unknown Countries for Traffic Sign Classifiers. 120-127
- Edmondo Trentin, Luca Lusnig, Fabio Cavalli: Comparison of Combined Probabilistic Connectionist Models in a Forensic Application. 128-137
- Martin Schels, Markus Kächele, David Hrabal, Steffen Walter, Harald C. Traue, Friedhelm Schwenker: Classification of Emotional States in a Woz Scenario Exploiting Labeled and Unlabeled Bio-physiological Data. 138-147
- Cameron Cooper, Robert Kilmer: Using Self Organizing Maps to Find Good Comparison Universities. 148-153
- Doru Anastasiu Popescu: Sink Web Pages in Web Application. 154-158
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last updated on 2013-06-19T203413 by the dblp team