TU Dortmund LS8 GI

Program of the KDML-2012

The KDML-2012 takes place in the first floor of Otto-Hahn-Str. 14. Rooms E23 and Foyer.

Wed, Thu, Fri
Wednesday 09:00 Check-in open
09:30-11:30 Streams Tutorial
E23 Hendrik Blom
11:30-12:30 Lunch Break
12:30-13:00 LWA2012 Opening
13:00-14:00 High Throughput Phenotyping: A Big Data Mining Challenge
E23 Kristian Kersting
14:00-15:00 A Generative Model for Multi-View Clustering in Subspace Projections
E23 Stephan Günnemann, Ines Färber and Thomas Seidl
An Enhanced Collaborative Filtering Scheme via Recursive Clustering
Alper Bilge, Serhan Gurmeric and Huseyin Polat
Efficient Information Theoretic Clustering on Discrete Lattices
Christian Bauckhage and Kristian Kersting
15:00-15:30 Coffee Break
15:30-16:30 Language-Independent Twitter Sentiment Analysis
E23 Sascha Narr, Michael Hülfenhaus and Sahin Albayrak
How Tagging Pragmatics Influence Tag Sense Discovery in Social Annotation Systems
Thomas Niebler, Philipp Singer, Dominik Benz, Christian Körner, Markus Strohmaier and Andreas Hotho
Some Improvements for Multi-Hyperbola Detection on GPR Data
Andre Busche, Ruth Janning, Tomas Horvath and Lars Schmidt-Thieme
16:30-17:00 Peak Modeling for Ion Mobility Spectrometry Measurements
E23 Dominik Kopczynski
Thursday 09:00-10:00 Preference Learning by Pairwise Comparisons
E23 Johannes Fürnkranz
10:00-10:30 Coffee Break
10:30-12:30 Live Clickstream Mining
E23 Christian Pölitz and Ralf Schenkel
Event Panning in a Stream of Big Data
Hugo Hromic, Marcel Karnstedt, Mengjiao Wang, Alice Hogan, Václav Belák and Conor Hayes
Online Estimation of Discrete Densities using Classifier Chains
Michael Geilke, Eibe Frank and Stefan Kramer
The Whole is not more than the sum of its parts: Lifted Online Training of Relational Models
Babak Ahmadi, Kristian Kersting and Sriraam Natarajan
Generic Pattern Trees for Exhaustive Exceptional Model Mining
Florian Lemmerich, Martin Becker and Martin Atzmueller
12:30-13:30 Lunch Break
13:30-15:00 The SeCo-Framework for Rule Learning
E23 Frederik Janssen and Markus Zopf
Multidimensional Ordered Mappings for Empirical Machine Learning Research
Lorenz Weizsäcker and Johannes Fürnkranz
Training Set Reduction Based on 2-Gram Feature Statistics for Music Genre Recognition
Igor Vatolkin, Mike Preuss and Guenter Rudolph
Monitoring Mobile Cyber-Physical Systems by Means of a Knowledge Discovery Cycle - A Case Study
Tino Noack and Ingo Schmitt
15:00-15:30 Coffee Break
15:30-16:00 Application of data mining techniques in astroparticle physics
E23 Tim Ruhe
16:00-17:00 The Web as a Corpus
E23 Benno Stein
17:00-18:00 Community Session
18:30-22:15 Poster Session
Friday 09:00-10:00 Case-Based Reasoning and the Statistical Challenges
E23 Petra Perner
10:00-10:30 Coffee Break
10:30-11:30 Scientific Applications of RapidMiner
E23 Sebastian Land, Rapid-I
Semantic technologies at HRS
Felix Jungermann, HRS
11:30-13:30 Joint Session (IR, KDML, WM)
E23 Separable Approximate Optimization of Support Vector Machines for Distributed Sensing
Sangkyun Lee, Marco Stolpe and Katharina Morik
Phenotyping of Plant Stress using Topic Models
Mirwaes Wahabzada, Kristian Kersting, Christian Bauckhage, Christoph Roemer, Agim Ballvora, Francisco Pinto, Uwe Rascher, Jens Leon and Lutz Pluemer
On the Predictability of Human Contacts: Influence Factors and the Strength of Stronger Ties
Christoph Scholz, Martin Atzmueller and Gerd Stumme
Techniken der Ressourcenbeschreibung und -auswahl für das geographische Information Retrieval
Stefan Kufer, Daniel Blank and Andreas Henrich
13:30-14:00 Closing