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 :
· Amazon.co.uk :
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