Full Schedule
Wednesday 17 September
Invited TalkWednesday 17 September
09:00 - 10:00
Location: Aula Rector Dhanis
Session chair: Bart Goethals | 09:00 | Industrializing Data Mining, Challenges and Perspectives
Françoise Fogelman-Soulie - KXEN, France
View abstract |
Kernel MethodsWednesday 17 September
10:40 - 12:00
Location: R001
Session chair: Ulf Brefeld | 10:40 | On the equivalence of the SMO and MDM Algorithms for SVM Training
Jose R. Dorronsoro, Alvaro Barbero, Jorge Lopez
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| 11:00 | Support Vector Machines, Data Reduction, and Approximate Kernel Matrices
XuanLong Nguyen, Ling Huang, Anthony D. Joseph
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| 11:20 | Catenary Support Vector Machines
Kin Fai Kan, Christian R. Shelton
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| 11:40 | Assessing Nonlinear Granger Causality from Multivariate Time Series
Xiaohai Sun
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Mining Sequences and StreamsWednesday 17 September
10:40 - 12:00
Location: R002
Session chair: Jean-Francois Boulicaut | 10:40 | A Case Study in Sequential Pattern Mining for IT-Operational Risk
Valerio Grossi, Andrea Romei, Salvatore Ruggieri
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| 11:00 | Mining Conjunctive Sequential Patterns
Chedy Raissi, Toon Calders, Pascal Poncelet
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| 11:20 | StreamKrimp: Detecting Change in Data Streams
Matthijs van Leeuwen, Arno Siebes
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| 11:40 | Two heads better than one: Pattern Discovery in Time-evolving Multi-Aspect Data
Jimeng Sun, Tina Eliassi-Rad, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos
View abstract |
Industrial Session 1Wednesday 17 September
10:40 - 12:00
Location: R014
Session chair: Marco Saerens | 10:40 | Fraud Risk Management in Practice
Serge Waterschoot, Security - Atos Worldline SA/NV
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| 11:20 | From Yale to RapidMiner: A Guide on How to Live on Free Data Mining Software
Ingo Mierswa, Rapid-I GmbH
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Demo 1Wednesday 17 September
10:40 - 12:00
Location: R012
| 10:40 | SEDiL: Software for Edit Distance Learning
Laurent Boyer, Yann Esposito, Amaury Habrard, Jose Oncina, Marc Sebban
View abstract |
Demo 2Wednesday 17 September
10:40 - 12:00
Location: R013
| 10:40 | A Visualization-Based Exploratory Technique for Classifier Comparison with respect to Multiple Metrics and Multiple Domains
Rocio Alaiz-Rodriguez, Nathalie Japkowicz, Peter Tischer
View abstract |
Classifier EvaluationWednesday 17 September
14:00 - 15:20
Location: R001
Session chair: Johannes Fürnkranz | 14:00 | A Critical Analysis of Variants of the AUC
Stijn Vanderlooy, Eyke Huellermeier
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| 14:20 | A Projection-Based Framework for Classifier Performance Evaluation
Nathalie Japkowicz, Pritika Sanghi, Peter Tischer
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| 14:40 | Combining Classifiers through Triplet-based Belief Functions
Yaxin Bi, Shengli Wu, Xuhui Shen, Pan Xiong
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| 15:00 | Proper Model Selection with Significance Test
Jin Huang, Charles X. Ling, Harry Zhang, Stan Matwin
View abstract |
Clustering 1Wednesday 17 September
14:00 - 15:20
Location: R002
Session chair: Andreas Hotho | 14:00 | Unsupervised Riemannian Clustering of Probability Density Functions
Alvina Goh, René Vidal
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| 14:20 | Hierarchical Distance-based Conceptual Clustering
Ana Maria Funes, Cesar Ferri, Jose Hernandez-Orallo, Maria Jose Ramirez-Quintana
View abstract |
| 14:40 | Clustering via Local Regression
Jun Sun, Zhiyong Shen, Hui Li, Yidong Shen
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| 15:00 | Parallel Spectral Clustering
Yangqiu Song, Wen-Yen Chen, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang
View abstract |
Industrial Session 2Wednesday 17 September
14:00 - 15:20
Location: R014
Session chair: Alejandro Jaimes Larrarte | 14:00 | Machine Learning Considered Effective for Commercial Document Understanding Systems
Jakub Zavrel, Textkernel BV
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| 14:40 | Semantic Unification in a Real-World Data Flow for Delivering Business Intelligence
Bart Naudts, MDC Partners CVBA, Belgium
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Demo 3Wednesday 17 September
14:00 - 15:20
Location: R012
| 14:00 | Monitoring Patterns through an Integrated Management and Mining Tool
Evangelos E. Kotsifakos, Irene Ntoutsi, Yannis Vrahoritis, Yannis Theodoridis
View abstract |
Demo 4Wednesday 17 September
14:00 - 15:20
Location: R013
| 14:00 | SINDBAD and SiQL: An Inductive Database and Query Language in the Relational Model
Jörg Wicker, Lothar Richter, Kristina Kessler, Stefan Kramer
View abstract |
RegressionWednesday 17 September
16:00 - 17:20
Location: R001
Session chair: Tobias Scheffer | 16:00 | Pool-based Agnostic Experiment Design in Linear Regression
Masashi Sugiyama, Shinichi Nakajima
View abstract |
| 16:20 | Learning to Predict One or More Ranks in Ordinal Regression Tasks
Jaime Alonso, Juan José Del Coz, Jorge Díez, Oscar Luaces, Antonio Bahamonde
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| 16:40 | Nonstationary Gaussian Process Regression using Point Estimates of Local Smoothness
Christian Plagemann, Kristian Kersting, Wolfram Burgard
View abstract |
| 17:00 | Learning with $L_{q<1}$ vs $L_1$-norm regularisation with exponentially many irrelevant features
Ata Kaban, Robert Durrant
View abstract |
Classification 2Wednesday 17 September
16:00 - 17:20
Location: R002
Session chair: Hendrik Blockeel | 16:00 | Learning Decision Trees for Unbalanced Data
David A. Cieslak, Nitesh V. Chawla
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| 16:20 | One-class Classification by Combining Density and Class Probability Estimation
Kathryn Hempstalk, Eibe Frank, Ian H. Witten
View abstract |
| 16:40 | Ranking the Uniformity of Interval Pairs
Jussi Kujala, Tapio Elomaa
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| 17:00 | An Improved Multi-task Learning Approach with Applications in Medical Diagnosis
Jinbo Bi, Tao Xiong, Shipeng Yu, Murat Dundar, Bharat Rao
View abstract |
Industrial Session 3Wednesday 17 September
16:00 - 17:20
Location: R014
Session chair: Marko Grobelnik | 16:00 | Using Data Mining to Successfully Conquer Foreign Markets: A Real Case Study
Thierry Van de Merckt, VADIS Consulting SA/NV
View abstract |
| 16:40 | Mining for Learning in European Research
Walter Van de Velde, European Commission
View abstract |
Demo 5Wednesday 17 September
16:00 - 17:20
Location: R012
| 16:00 | A Knowledge-based Digital Dashboard for Higher Learning Institutions
Wan Maseri B. Wan Mohd, Abdullah B. Embong, Jasni B. Mohd Zain
View abstract |
Demo 6Wednesday 17 September
16:00 - 17:20
Location: R013
| 16:00 | Pleiades: Subspace Clustering and Evaluation
Ira Assent, Emmanuel Muller, Ralph Krieger, Timm Jansen, Thomas Seidl
View abstract |
Guided Tour through the Historic City Center of AntwerpWednesday 17 September
17:20 - 19:00
Location: Antwerp
The tour guides will pick up participants at the entrance of the R building. Groups of 20 people leave the campus as of 17:20. The tour ends at the Grand Cafe Horta, where the banquet takes place.
Diamond Cocktail & BanquetWednesday 17 September
19:00 - ?
Location: Grand Cafe Horta
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