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Author:   Mireille Gettler Summa ,  Leon Bottou ,  Bernard Goldfarb ,  Fionn Murtagh
Publisher:   Taylor & Francis Ltd
Imprint:   Chapman & Hall/CRC
Weight:   1.050kg
ISBN:  

9780367381899

ISBN 10:   0367381893
Pages:   243
Publication Date:   23 September 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Statistical and Machine Learning: Mining on Social Networks. Large-Scale Machine Learning with Stochastic Gradient Descent. Fast Optimization Algorithms for Solving SVM+. Conformal Predictors in Semi-Supervised Case. Some Properties of Infinite VC-Dimension Systems. Data Science, Foundations and Applications: Choriogenesis. GDA in a Social Science Research Program: The Case of Bourdieu’s Sociology. Semantics from Narrative: State of the Art and Future Prospects. Measuring Classifier Performance. A Clustering Approach to Monitor System Working. Introduction to Molecular Phylogeny. Bayesian analysis of Structural Equation Models using Parameter Expansion. Complex Data: Clustering Trajectories of a Three-Way Longitudinal Data Set. Trees with Soft Nodes. Synthesis of Objects. Functional Data Analysis: An Interdisciplinary Statistical Topic. Methodological Richness of Functional Data Analysis.

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Mireille Gettler Summa, Léon Bottou, Bernard Goldfarb, Fionn Murtagh, Catherine Pardoux, Myriam Touati

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