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DATA SCIENCE
FOUNDATIONS
Geometry and Topology
of Complex Hierarchic Systems
and Big Data Analytics
Chapman & Hall/CRC
Computer Science and Data Analysis Series
The interface between the computer and statistical sciences is increasing, as each
discipline seeks to harness the power and resources of the other. This series aims to
foster the integration between the computer sciences and statistical, numerical, and
probabilistic methods by publishing a broad range of reference works, textbooks, and
handbooks.
SERIES EDITORS
David Blei, Princeton University
David Madigan, Rutgers University
Marina Meila, University of Washington
Fionn Murtagh, Royal Holloway, University of London
Proposals for the series should be sent directly to one of the series editors above, or submitted to:
Chapman & Hall/CRC
Taylor and Francis Group
3 Park Square, Milton Park
Abingdon, OX14 4RN, UK
Published Titles
Semisupervised Learning for Computational Linguistics
Steven Abney
Visualization and Verbalization of Data
Jörg Blasius and Michael Greenacre
Design and Modeling for Computer Experiments
Kai-Tai Fang, Runze Li, and Agus Sudjianto
Microarray Image Analysis: An Algorithmic Approach
Karl Fraser, Zidong Wang, and Xiaohui Liu
R Programming for Bioinformatics
Robert Gentleman
Exploratory Multivariate Analysis by Example Using R
François Husson, Sébastien Lê, and Jérôme Pagès
Bayesian Articial Intelligence, Second Edition
Kevin B. Korb and Ann E. Nicholson
Computational Statistics Handbook with MATLAB
®
, Third Edition
Wendy L. Martinez and Angel R. Martinez
Exploratory Data Analysis with MATLAB
®
,
Third Edition
Wendy L. Martinez, Angel R. Martinez, and Jeffrey L. Solka
Statistics in MATLAB
®
: A Primer
Wendy L. Martinez and MoonJung Cho
Clustering for Data Mining: A Data Recovery Approach, Second Edition
Boris Mirkin
Introduction to Machine Learning and Bioinformatics
Sushmita Mitra, Sujay Datta, Theodore Perkins, and George Michailidis
Introduction to Data Technologies
Paul Murrell
R Graphics
Paul Murrell
Correspondence Analysis and Data Coding with Java and R
Fionn Murtagh
Data Science Foundations: Geometry and Topology of Complex Hierarchic
Systems and Big Data Analytics
Fionn Murtagh
Pattern Recognition Algorithms for Data Mining
Sankar K. Pal and Pabitra Mitra
Statistical Computing with R
Maria L. Rizzo
Statistical Learning and Data Science
Mireille Gettler Summa, Léon Bottou, Bernard Goldfarb, Fionn Murtagh,
Catherine Pardoux, and Myriam Touati
Music Data Analysis: Foundations and Applications
Claus Weihs, Dietmar Jannach, Igor Vatolkin, and Günter Rudolph
Foundations of Statistical Algorithms: With References to R Packages
Claus Weihs, Olaf Mersmann, and Uwe Ligges
Published Titles cont.
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