| Monday 14.00-16.00 | Graph Mining |
|---|---|
| Bettina Berendt The semantics of frequent subgraphs: Mining and navigation pattern analysis Björn Bringmann, Albrecht Zimmermann Tree2 - Decision Trees for Tree Structured Data Lukas Molzberger Towards a Graph-Based Rule-Mining Framework for Natural Language Learning and Understanding Thorsten Meinl, Ingrid Fischer, Michael Philippsen Parallel Mining for Frequent Fragments on a shared-memory Multiprocessor | |
| Monday 16.30-18.00 | Sequential, Spatial and Temporal Information |
| Christoph Schmoeger, Carsten Gips, Fritz Wysotzki Spatial Inference with Constraints Andreas D. Lattner, Otthein Herzog Mining Temporal Patterns from Relational Data Ulf Brefeld and Christoph Büscher and Tobias Scheffer Multi-View Hidden Markov Perceptrons | |
| Tuesday 09.00-10.45 | Machine Learning and Software Engineering |
| Jörg Rech Preprocessing of Object-Oriented Source Code for Code Retrieval Klaus-Dieter Althoff, Markus Nick Maintaining Experience to Learn - Case Studies on Experience Factory Fraunhofer IESE B. Decker, M.M. Nick, M. John Erfahrungsmanagement: Status Quo und Herausforderungen an die Unterstützung durch Erfahrungsdatenbanken Björn Decker Management von Anforderungsdokumenten mittels semantischer Wikis | |
| Tuesday 11.00-12.30 | Information Extraction |
| Gudrun Fischer, Igor Jacy Lino Campista A Template-Based Approach to Summarize XML Collections Tobias Anton DOM-Tree based XPath-Wrapper induction Karl-Michael Schneider An Evaluation of Layout Features for Information Extraction from Calls for Papers | |
| Tuesday 14.00-16.00 | Information Retrieval |
| Brigitte Mathiak, Andreas Kupfer, Richard Münch, Claudia Täubner, and Silke Eckstein Mining PDF documents for pictures Petra Perner und Thomas Günther Detection of Hygiene-relevant Parameters from Cereal Grains based on Intelligent Image Interpretation and Data Mining Olga Artemenko, Thomas Mandl, Margaryta Shramko, Christa Womser-Hacker Implementation and Evaluation of a Language Identification System for Mono- and Multi-lingual Texts Bjoern Koester Conceptual Knowledge Processing with Google | |
| Tuesday 16.30-17.30 | Applications |
| Adam Monostori and Hans Holm Frühauf and Gabriella Kokai Quick Estimation of Resources of FPGAs and ASICs Using Neural Networks Tobias Sing et al. Characterization of Novel HIV Drug Resistance Mutations Using Clustering, Multidimensional Scaling, and SVM-Based Feature Ranking | |
| Wednesday 09.00-10.30 | Clustering and Collaborative Filtering |
| Aristides Gionis, Alexander Hinneburg, Spiros Papadimitriou, Panayiotis Tsaparas Dimension Induced Clustering Alfred Ultsch U*C: Self-organized Clustering with Emergent Feature Maps Peter Haase, Andreas Hotho, Lars Schmidt-Thieme, York Sure Collaborative and Usage-driven Evolution of Personal Ontologies | |
| Wednesday 11.00-12.30 | Evaluation and Meta-Learning |
| Ralf Klinkenberg Meta-Learning for Concept Drift Handling Christine Körner and Stefan Wrobel Bias Free Hypothesis Evaluation in Multirelational Domains Eyke Hüllermeier, Johannes Fürnkranz, Jürgen Beringer Learning Label Preferences: Ranking Error versus Position Error |