SUEMA Workshop Schedule

July 21

9.00: PASCAL2 invited talk:
Ludmila Kuncheva : Classifier Ensembles for Detecting Concept Change in Streaming Data: Overview and Perspectives

10-10.30: Coffee break

10.30 - 12.30. Oral presentation of SUEMA papers:
Battista Biggio, Giorgio Fumera, and Fabio Roli : Evade Hard Multiple Classifier Systems
Francesco Gargiulo, Antonio Penta, Antonio Picariello, and Carlo Sansone : A Behaviour-Knowledge Space Approach for Spam Detection
Pedro Gago and Manuel Filipe Santos : Towards an Intelligent Decision Support System for Intensive Care Units

12.30-14.30: lunch

14.30-15.30. Oral presentation of SUEMA papers:
Terry Windeatt, Raymond S. Smith, and Kaushala Dias : Weighted Decoding ECOC for Facial Action Unit Classification
Gabriele Lombardi, Elena Casiraghi, and Paola Campadelli : The Neighbors Voting Algorithm

15.30-16: Coffee break

16-16.30. Oral presentation of SUEMA papers:
Sebastian Nusser, Clements Otte, and Werner Hauptmann : Multi-Class Modeling with Ensembles of Local Models for Imbalanced Misclassification Costs

July 22

9.00: SUEMA review paper:
Grigorios Tsouma-kas, Ioannis Partalas, and Ioannis Vlahavas : A Taxonomy and Short Review of Ensemble Selection

10-10.30: Coffee break

10.30 - 12.30. Oral presentation of SUEMA papers:
Carlotta Domeniconi and Muna Al-Razgan : Penta-Training: Clustering Ensembles with Bootstrapping of Constraints
Angelo Ciaramella, Giulio Giunta, Angelo Riccio, and Stefano Galmarini : Independent Model Selection for Ensemble Dispersion Forecasting
Sebastien Derivaux, Germain Forestier, and Cedric Wemmert : Improving Supervised Learning with Multiple Clusterings

12.30-14.30: lunch

14.30-15.30. Oral presentation of SUEMA papers:
Georg Krempl and Vera Hofer : Partitioner Trees: Combining Boosting and Arbitrating
Jesus Maudes, Juan J. Rodriguez, and Cesar Garsia-Osorio : Disturbing Neighbors Diversity for Decision Forests

15.30-16: Coffee break

16- 16.30. Oral presentation of SUEMA papers:
Erinija Pranckeviciene : Integrating Feature Selection and Committee Training

Oleg Okun and Giorgio Valentini : Conclusions