| Wednesday, 8. October |
| 8:00 - 18:00 |
Registration Desk |
| 8:50 - 9:00 |
Conference opening: Ljupčo Todorovski, Akihiro Yamamoto,
Thomas Zeugmann, Sašo Džeroski |
| 9:00 - 10:30 |
Tutorial ALT Eyke Hullermeier Online Preference Learning and Ranking (Chair: Marcus Hutter) |
| 10:30 - 11:00 |
Coffee Break |
| 11:00 - 12:30 |
Tutorial DS Anuška Ferligoj Social Network Analysis (Chair: Panče Panov) |
| 12:30 - 14:00 |
Lunch (Hotel Golf) |
| 14:00 - 15:00 |
Invited Talk ALT/DS Zoubin Ghahramani Building an Automated Statistician (Chair: Ljupčo Todorovski) |
| 15:00 - 15:30 |
Coffee Break |
| 15:30 - 16:30 |
Recommender Systems(Chair: Marko Robnik-Šikonja) |
| 20' |
Pawel Matuszyk and Myra Spiliopoulou. Selective Forgetting for Incremental Matrix Factorization in Recommender Systems |
| 20' |
Nino Antulov-Fantulin, Matko Bosnjak, Vinko Zlatic, Miha Grcar and Tomislav Smuc. Synthetic sequence generator for recommender systems - memory biased random walk on sequence multilayer network |
| 20' |
Bidyut Kr. Patra, Raimo Launonen, Ville Ollikainen and Sukumar Nandi. Exploiting Bhattacharyya similarity measure to diminish user cold-start problem in sparse data |
| 17:00 - 18:00 |
Steering Committee Meeting |
| 19:00 - 21:00 |
Poster Session with Cocktail Party |
| Thursday, 9. October |
| 8:00 - 18:00 |
Registration Desk |
| 9:00 - 10:00 |
Invited Talk ALT Luc Devroye Cellular Tree Classifiers (Chair: Peter Auer) |
| 10:00 - 10:30 | E. M. Gold Award Talk: Hasan Abasi, Ali Abdi and Nader Bshouty. Learning Boolean Halfspaces with Small Weights from Membership Queries (Chair: Peter Auer) |
| 10:30 - 11:00 |
Coffee Break |
| 11:00 - 12:30 |
Pattern and Graph mining(Chair: Michelangelo Ceci) |
| 20' | Tayena Hendrickx, Boris Cule and Bart Goethals. Mining Cohesive Itemsets in Graphs |
| 20' | Seiichi Kondo, Keisuke Otaki, Madori Ikeda and Akihiro Yamamoto. Fast Computation of The Tree Edit Distance Between Unordered Trees Using IP Solvers |
| 20' | Sandy Moens, Mario Boley and Bart Goethals. Providing Concise Database Covers Instantly by Recursive Tile Sampling |
| 15' | Sascha Henzgen and Eyke Huellermeier. Mining rank data |
| 15' | Prem Raj Adhikari, Anze Vavpetic, Jan Kralj, Nada Lavrac and Jaakko Hollmen. Explaining mixture models through semantic pattern mining and banded matrix visualization |
| 12:30 - 14:00 |
Lunch break (Hotel Golf) |
| 14:00 - 15:30 |
Applications I(Chair: Annalisa Appice) |
| 20' | Xi Hang Cao, Ivan Stojkovic and Zoran Obradovic. Predicting Sepsis Severity from Limited Temporal Observations |
| 20' | Andrej Kastrin, Thomas C. Rindflesch and Dimitar Hristovski. Link Prediction on Semantic MEDLINE Network: An Approach to Literature-based Discovery |
| 15' | Tal Galili, Alexis Mitelpunkt, Netta Shachar, Mira Marcus-Kalish and Yoav Benjamini. Categorize, Cluster and Classify: a 3-C strategy for scientific discovery in the Medical Informatics platform of the Human Brain Project |
| 15' | Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov and Suzana Loskovska. Medical Image Retrieval using Multimodal Data |
| 15' | Nicolau Goncalves, Erkki Oja and Ricardo Vigário. Document mining combining image exploration and text characterization |
| 15:30 - 16:00 |
Coffee Break |
| 16:00 - 17:00 |
Classification and Feature Selection(Chair: Bernhard Pfahringer) |
| 20' | Georg Krempl, Daniel Kottke and Myra Spiliopoulou. Probabilistic Active Learning: Towards Combining Versatility, Optimality and Efficiency |
| 20' | Petar Ristoski and Heiko Paulheim. Feature Selection in Hierarchical Feature Spaces |
| 15' | Eneldo Loza Mencia and Frederik Janssen. Stacking Label Features for Learning Multilabel Rules |
| 17:00 - 17:30 |
Business Meeting |
| 18:00 |
Departure to Ljubljana |
| 20:00 - 22:00 |
Conference Dinner (Ljubljana castle) |
| Friday, 10. October |
| 8:30 - 12:30 |
Registration Desk |
| 9:00 - 10:00 | Invited Talk DS Michel Dumontier Semantic approaches for biomedical knowledge discovery (Chair: Sašo Džeroski) |
| 10:00 - 10:30 | Carl H. Smith Award Talk: Pedro Pereira, Rita Ribeiro and Joao Gama. Failure Prediction - an Application in the Railway Industry
(Chair: Dragi Kocev) |
| 10:30 - 11:00 | Coffee Break |
| 11:00 - 12:30 | Streaming data & Event detection(Chair: Joao Gama) |
| 20' | Jan van Rijn, Bernhard Pfahringer, Geoffrey Holmes and Joaquin Vanschoren. Algorithm Selection Problem in Stream Mining |
| 20' | Jing Zhao and Shiliang Sun. Variational Dependent Multi-output Gaussian Process Dynamical Systems |
| 20' | Sonja Pravilovic, Annalisa Appice, Antonietta Lanza and Donato Malerba. Wind Power Forecasting using Time Series Cluster Analysis |
| 15' | Michelangelo Ceci, Pasqua Fabiana Lanotte, Fabio Fumarola, Dario Pietro Cavallo and Donato Malerba. Completion Time and Next Activity Prediction of Processes using Sequential Pattern Mining |
| 15' | Duc Kinh Le Tran, Cecile Bothorel, Pascal Cheung Mon Chan and Yvon Kermarrec. Incremental learning with social media data to predict near real-time events |
| 12:30 - 14:00 | Lunch break (Hotel Golf) |
| 14:00 - 15:20 | Networks and Graphs(Chair: Tomislav Šmuc) |
| 20' | Kouzou Ohara, Kazumi Saito, Masahiro Kimura and Hiroshi Motoda. Resampling-based Framework for Estimating Node Centrality of Large Social Network |
| 20' | Ye Xu and Dan Rockmore. Sparse Coding for Key Node Selection over Networks |
| 20' | Takeaki Uno and Hiroko Satoh. An Efficient Algorithm for Enumerating Chordless Cycles and Chordless Paths |
| 20' | Yoshiaki Okubo, Masanobu Matsudaira and Makoto Haraguchi. Detecting Maximum k-Plex with Iterative Proper l-Plex Search |
| 15:20 - 16:00 | Coffee Break |
| 16:00 - 17:10 | Applications II(Chair: Ross D. King) |
| 20' | Darrell Conklin and Stephanie Weisser. Antipattern discovery in Ethiopian bagana songs |
| 20' | Alya Al Nasseri and Allan Tucker. Bayesian Network Model for predicting Stock Micro-Blogging Sentiments in Stock Market |
| 15' | Dragan Gamberger, Matej Mihelcic and Nada Lavrac. Multilayer clustering: A discovery experiment on country level trading data |
| 15' | Neda Trifonova, Daniel Duplisea, Andrew Kenny, David Maxwell and Allan Tucker. Incorporating Regime Metrics into Latent Variable Dynamic Models to Detect Early-Warning Signals of Functional Changes in Fisheries Ecology |
