Nous avons le plaisir de vous annoncer la publication de notre livre

POST-SYMPOSIUM SLDS2009:

'Statistical Learning and Data Science'  

Edité par:

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 and Royal Holloway - University of London),

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

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

 

Publié chez: Chapman & Hall


 Le livre sera disponible en Octobre 2011, voir les sites ci-dessous:


·         Site de l'éditeur: Chapman & Hall:

http://www.crcpress.com/product/isbn/9781439867631;jsessionid=IYyy149aG2iC9gtkg6gb9A**

 

·         Amazon.com :

http://www.amazon.com/Statistical-Learning-Science-Computer-Analysis/dp/1439867631/ref=sr_1_1?ie=UTF8&s=books&qid=1305824721&sr=1-1

 

·         Amazon.co.uk :

http://www.amazon.co.uk/Statistical-Learning-Science-Computer-Analysis/dp/1439867631/ref=sr_1_1?s=books&ie=UTF8&qid=1305824792&sr=1-1

 


Liste des chapitres, titres et auteurs:  


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

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