PLS and Related Methods for cutting-edge Research in Experimental Sciences Methodological Advances and Challenging Applications SUPELEC (Gif-sur-Yvette, France) 10-11 May 2010 9h30-18h00 REGISTRATION is free but compulsory before 26 April 2010 Fill in the registration form, downloadable (as a PDF file) at the bottom of this page, and send it to: laura.trinchera@supelec.fr Scientific Program 10 May 2010 9h30 Arrival of participants: Welcome Coffee & Croissants 9h50 Welcome address Facing the Real World: Recent Advances and Critical Issues of PLS Methods Chair: Vincenzo Esposito Vinzi 10h00-10h45 Johan Trygg (Institute of Chemistry - Umeå University, Sweden) Role of Chemometrics and PLS methods in Personalized medicine - Opportunities and methodological challenges to transform the delivery of healthcare 10h45-11h30 Gilbert Saporta (Chaire de Statistique appliquée - CEDRIC-CNAM, France) PLS Regression for functional data 11h30-12h15 Anne Laure Boulesteix (IBE - University of Munich, Germany) PLS for prediction with high-dimensional -omics data: overview and critical issues 12h15-14h00 Lunch
(served at the SUPELEC Cantine)
SPARSE Partial Least Squares Regression Chair: Arthur Tenenhaus Sparse Partial Least Squares: Theory and Applications PLS extensions for integration and variable selection, application to high throughput biological data Bridging the gap between imaging and genetics with sparse PLS 16h00-16h30 Coffee
Break Further Topics in Causal Networks: Categorical Data and Bayesian Networks Chair: Laura Trinchera The Non-Metric Partial Least Squares Approach Probabilistic Structural Equations with Bayesian
Belief Networks - Principles and Applications 11 May 2010 9h30 Arrival of
participants: Welcome Coffee & Croissants
PLS Path Modeling as a General Framework for Multi-block Data Analysis Chair: Arthur Tenenhaus 10h00-10h45 Michel Tenenhaus (HEC Paris, France) A PLS approach to regularized generalized canonical correlation analysis 10h45-11h30 Vincenzo Esposito Vinzi (ESSEC Business School, France) Giorgio Russolillo (Chaire de Statistique appliquée - CEDRIC-CNAM, France) Laura Trinchera (SUPELEC, France) An integrated PLS Regression-based approach for multidimensional blocks in PLS Path Modeling 11h30-12h15 Mohamed Hanafi (ENITIAA-INRA, France) Some Computational Results related to PLS PM and Multiblock methods
12h15-14h00 Lunch
(served at the SUPELEC Cantine)
Kernel Partial Least Squares Chair: Michel Tenenhaus Conjugate Gradient Regularization – a Statistical Framework for Partial Least Squares Regression Kernel Generalized Canonical Correlation Analysis
15h30-16h00 Coffee
Break
Some algorithmic aspects of PLS and Kernel PLS regression with extension to PLS Cox regression
The PLS World in the XLSTAT Data Analysis Environment Advanced topics in PLS Path Modeling using XLSTAT
17h10 Closing
address and ….. see you in 2011 for the Workshop #5!!! This workshop is run under the scientific sponsorship of the Société Française de Statistique and its Group on Data Mining et Apprentissage  |
ESSEC-SUPELEC Research Workshop Series on “PLS (Partial Least Squares) Developments” - 10-11 May 2010posted Feb 25, 2010 4:09 AM by Marie KRATZ [ updated Mar 26, 2010 3:48 PM by Vincenzo ESPOSITO VINZI ] |