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Program

Third Conference Day: July 14, 2010

Data Mining in Industrial Processes

Session Chair: Peter Geibel
9.00 Determination of the Fault Quality Variables of a Multivariate Process Using Independent Component Analysis and Support Vector Machine Yuehjen E. Shao, Chi-Jie Lu and Yu-Chiun Wang
9.20 Dynamic Pattern Extraction of Parameters in Laser Welding Process Gissel Velarde and Christian Binroth
9.40 Trajectory Clustering for Vibration Detection in Aircraft Engines Aurélien Hazan, Michel Verleysen, Marie Cottrell and Jérôme Lacaille
10.00 Episode Rule-Based Prognosis Applied to Complex Vacuum Pumping Systems Using Vibratory Data Florent Martin, Nicolas Méger, Sylvie Galichet and Nicolas Becourt
10.20 Predicting Disk Failures with HMM- and HSMM-based Approaches Ying Zhao, Xiang Liu, Siqing Gan and Weimin Zheng
10.40 Aircraft engine health monitoring using Self-Organizing Maps Etienne Côme, Marie Cottrell, Michel Verleysen and Jérôme Lacaille
11.00 Break

Data Mining in Medicine

Session Chair: Session Chair: Isabelle Bichindaritz
11.20 Finding Temporal Patterns in Noisy Longitudinal Data: A Study in Diabetic Retinopathy Vassiliki Somaraki, Deborah Broadbent, Frans Coenen and Simon Harding
11.40 Selection of high risk patients with ranked models based on the CPL criterion functions Leon Bobrowski
12.00 Medical datasets analysis: a constructive induction approach Wieslaw Paja and Mariusz Wrzesień
12.20 Discussion and Best Paper Award
13.00 Lunch
14.30 Workshops
Workshop on Data Mining in the Life Sciences, DMLS 2010
Workshop on Data Mining in Marketing, DMM 2010
International Workshop Case-Based Reasoning on Multimedia Data, CBR-MD 2010
Workshop Data Mining in Agriculture, DMA 2010