We are pleased to announce the publication of our book

POST-SYMPOSIUM SLDS2009 :


'Statistical Learning and Data Science'

 

Edited by:

Leon Bottou (Microsoft, Redmond),

Mireille Gettler-Summa (CEREMADE - UMR 7534, Univ. PARIS-Dauphine),

Bernard Goldfarb (CEREMADE - UMR 7534, Univ. PARIS-Dauphine),

Fionn Murtagh (Science Foundation Ireland-Dublin & Royal Holloway- University of London)

Catherine Pardoux (CEREMADE - UMR 7534, Univ. PARIS-Dauphine),

Myriam Touati (CEREMADE - UMR 7534, CNRS & Univ. PARIS-Dauphine)

 

Published by: Chapman & Hall

The book will be available from October 2011, here are the links:


Publisher: Chapman & Hall:

http://www.crcpress.com/product/isbn/9781439867631

 
Amazon.com :

http://www.amazon.com/Statistical-Learning-Science-Computer-Analysis/dp/1439867631

 
Amazon.co.uk :

http://www.amazon.co.uk/Statistical-Learning-Science-Computer-Analysis/dp/1439867631
 

 List of the chapters, titles and authors



PART I: Statistical and Machine Learning

1.      Mining on Social Networks
          Benjamin Chapus, Françoise Fogelman Soulié, Erik Marcadé and Julien Sauvage

2.      Large-Scale Machine Learning with Stochastic Gradient Descent
          Léon Bottou

3.      Fast Optimization Algorithms for Solving SVM+
          Dmitry Pechyony and Vladimir Vapnik

4.      Conformal Predictors in Semi-Supervised Case
          Dmitry Adamskiy, Ilia Nouretdinov and Alexander Gammerman

5.      Some Properties of Infinite VC-Dimension Systems
          Alexey Chervonenkis


PART II: Data Science, Foundations and Applications

6.      Choriogenesis
          Jean-Paul Benzécri

7.      GDA in a Social Science Research Program: The Case of Bourdieu’s Sociology
          Frédéric Lebaron

8.      Semantics from Narrative: State of the Art and Future Prospects
          Fionn Murtagh, Adam Ganz and Joe Reddington

9.      Measuring Classifier Performance
          David J. Hand

10.  A Clustering Approach to Monitor System Working
        Alzennyr Da Silva, Yves Lechevallier and Redouane Seraoui

11.  Introduction to Molecular Phylogeny
        Mahendra Mariadassou and Avner Bar-Hen

12.  Bayesian analysis of Structural Equation Models using Parameter Expansion
        Séverine Demeyer, Jean-Louis Foulley, Nicolas Fischer and Gilbert Saporta
 

PART III: Complex Data

13.  Clustering Trajectories of a Three-Way Longitudinal Data Set
        Mireille Gettler Summa, Bernard Goldfarb and Maurizio Vichi

14.  Trees with Soft Nodes
        Antonio Ciampi

15.  Synthesis of Objects
        Myriam Touati, Mohamed Djedour and Edwin Diday

16.  Functional Data Analysis: An Interdisciplinary Statistical Topic
        Laurent Delsol, Frédéric Ferraty and Adela Martínez Calvo

17.  Methodological Richness of Functional Data Analysis
        Wenceslao Gonzàlez Manteiga and Philippe Vieu

 

Bibliography 

Index

 

 


 


Important Dates

 

March 20, 2009

SUBMISSION DEADLINE FOR THE AWARD

 

March 30, 2009

REGISTRATION DEADLINE

 

April 1, 2 & 3, 2009

SYMPOSIUM

 

May 31, 2009

DEADLINE FOR PAPERS 
FOR POST-SYMPOSIUM PROCEEDINGS

 

September 10, 2009

NOTIFICATION OF ACCEPTANCE OF PAPERS

 

October 31, 2009

CAMERA-READY VERSION 
OF SELECTED PAPERS

 

Sponsors

FX Conseil

 

 

 

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