SUEMA 2010 program
14.00-15:30 First session:
PASCAL2 invited talk:
Grigorios Tsoumakas, Ensemble Methods for Multi-Label Data
- Benjamin Schowe and Katharina Morik, Fast-Ensembles of Minimum Redundancy Feature Selection
- Rakkrit Duangsoithong and Terry Windeatt, Hybrid Correlation and Causal Feature Selection for Ensemble Classifiers
- Haytham Elghazel and Alex Aussem, Feature Selection for Unsupervised Learning using Random Cluster Ensembles
15:30-16.00 Poster session:
- Pierluigi Casale, Oriol Pujol, and Petia Radeva, Embedding Random Projections in Regularized Gradient Boosting Machines
- Haytham Elghazel, Alex Aussem, and Florence Perraud, Trading-off diversity and accuracy for optimal ensemble tree selection in random forests
- R.S.Smith and T.Windeatt, Facial Action Unit Recognition using Filtered Local Binary Pattern Features with Bootstrapped and Weighted ECOC Classifiers
- A. Rozza, G. Lombardi, M. Re, E. Casiraghi, and G. Valentini, DDAG K-TIPCAC: an ensemble method for protein subcellular localization
- Carlos Pardo, Juan J. Rodr.guez, Jose' F. Diez-Pastor, and Cesar Garc.a-Osorio, Random Oracles for Regression Ensembles
16.00-17:30 Second session:
- Houtao Deng, Saylisse Davila, George Runger, Eugene Tuv, Learning Markov Blankets for Continuous or Discrete Networks via Feature Selection
- Cemre Zor, Terry Windeatt and Berrin Yanikoglu, Bias-Variance Analysis of ECOC and Bagging Using Neural Nets
- Miguel Angel Bautista, Xavier Baro', Oriol Pujol, Petia Radeva, Jordi Vitria', and Sergio Escalera, Compact Evolutive Design of Error-Correcting Output Codes
- Stefano Ceccon, David Garway-Heath, David Crabb, and Allan Tucker, Combining Expertise-Driven and Semi-Supervised Bayesian Networks for Classification of Early Glaucoma
- Giuliano Armano and Nima Hatami, Hierarchical Mixture of Random Prototype-based Experts
- Indre' Zliobaite, Three Data Partitioning Strategies for Building Local Classifiers: an experiment