Tuesday, 7. October
18:00 - 20:00 Registration Desk
19:00 - 21:00 Welcome Reception at Hotel Golf
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 - 10:30E. 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 - 10:30Carl H. Smith Award Talk: Pedro Pereira, Rita Ribeiro and Joao Gama. Failure Prediction - an Application in the Railway Industry
(Chair: Dragi Kocev)
10:30 - 11:00Coffee Break
11:00 - 12:30Streaming 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 - 14:00Lunch break (Hotel Golf)
14:00 - 15:20Networks 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 - 16:00Coffee 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