Program
The detailed program can be fount
here. The raw outline is presented in the following.
List of accepted Papers
Below you can find a list of papers which have been accepted for presentation at LWA 2013.
IR
KDML
- Daniel Bengs and Ulf Brefeld:
Adaptive Speeded Tests
- Christoph Stocker, Franz Uhrmann, Oliver Scholz, Michael Siebers and Ute Schmid:
A machine learning approach to drought stress level classification of tobacco plants
- Andre Busche, Ruth Janning and Lars Schmidt-Thieme:
Analysing the Potential Impact of Labeling Disagreements for Engineering Sensor Data
- Hoang Vu Nguyen, Emmanuel Müller, Jilles Vreeken, Fabian Keller, Klemens Böhm:
CMI: An Information-Theoretic Contrast Measure for Enhancing Subspace Cluster and Outlier Detection
- Christian Poelitz:
Cross Domain Active Learning
- Florian Lemmerich, Martin Becker and Frank Puppe:
Difference-based estimates for Generalization-Aware Subgroup Discovery
- Christoph Stocker, Michael Siebers and Ute Schmid:
Erkennung von Sequenzen mimischer Schmerzausdrücke -- Ein genetischer Algorithmus
- Dirk Reinel:
Evaluation der Qualität lexikalischer Ressourcen zur Stimmungserkennung in literarischen Texten
- Martin Butz, Armin Gufler, Konstantin Schmid and Fabian Schrodt:
Fully Self-Supervised Learning of an Arm Model
- Stephan Doerfel and Robert Jäschke:
Generalizing Generalized Cores – An Analysis of Tag-Recommender Evaluation Procedures
- Mark Kröll, Vedran Sabol, Roman Kern and Michael Granitzer:
Integrating User Preferences Into Distance Metrics
- Weiwei Cheng, Sascha Henzgen and Eyke Huellermeier:
Labelwise versus Pairwise Decomposition in Label Ranking
- Emmanouil Tzouridis and Ulf Brefeld:
Learning Shortest Paths for Word Graphs
- Mark Kibanov, Martin Atzmueller, Christoph Scholz and Gerd Stumme:
On the Evolution of Contacts and Communities in Networks of Face-to-Face Proximity (Resubmission)
- Robin Senge, Juan José Del Coz and Eyke Huellermeier:
Rectifying Classifier Chains for Multi-Label Classification
- Juergen Mueller, Stephan Doerfel, Martin Becker, Andreas Hotho and Gerd Stumme:
Resource-Aware Early Tag Predictions for FolkSensing (Resubmission - Already submitted to RSWeb Workshop at RecSys 2013)
- Folke Mitzlaff, Martin Atzmueller, Gerd Stumme and Andreas Hotho:
Semantics of User Interaction in Social Media (Resubmission)
- Georg Dietrich, Florian Lemmerich and Frank Puppe:
Smoothed Discretization for Simplified Cutpoints
- Nico Piatkowski, Sangkyun Lee and Katharina Morik:
Spatio-temporal random fields: compressible representation and distributed estimation
- Dieter Lutz, Martin Toepfer and Frank Puppe:
Three Handwriting Adaptation Approaches for Digit Recognition
- Björn Jacobs and Henrik Grosskreutz:
Towards Distributed Emerging Pattern Mining on Itemset Streams
- Eneldo Loza Mencia and Frederik Janssen:
Towards Multilabel Rule Learning
- Rasoul Karimi, Christoph Freudenthaler, Alexandros Nanopoulos, Lars Schmidt-Thieme:
Towards Optimal Active Learning for Matrix Factorization in Recommender Systems
- Mohammad Javad Hosseini, Zahra Ahmadi and Hamid Beigy:
Using a Classifier Pool in Accuracy Based Tracking of Recurring Concepts in Data Stream Classification
FGWM
