Book title: Data Mining Applications with R Editors: Yanchang Zhao, Yonghua Cen Publisher: Elsevier Publish date: December 2013 ISBN: 978-0-12-411511-8 Length: 514 pages URL: http://www.rdatamining.com/books/dmar
An edited book titled Data Mining Applications with R was released in December 2013, which features 15 real-word applications on data mining with R. A preview of the book is available on Google Books at http://books.google.com.au/books?id=nYpqAAAAQBAJ&printsec=frontcover&source=gbs_ge_summary_r&cad=0. R code, data and color figures for the book can be downloaded at http://www.rdatamining.com/books/dmar/code. Buy the book on - Amazon: http://www.amazon.com/Data-Mining-Applications-Yanchang-Zhao/dp/012411511X - Elsevier: http://store.elsevier.com/Data-Mining-Applications-with-R/Yanchang-Zhao/isbn-9780124115118/ - Google Books: http://books.google.com.au/books/about/Data_Mining_Applications_with_R.html?id=nYpqAAAAQBAJ Below is its table of contents. Foreword Graham Williams Chapter 1 Power Grid Data Analysis with R and Hadoop Terence Critchlow, Ryan Hafen, Tara Gibson and Kerstin Kleese van Dam Chapter 2 Picturing Bayesian Classifiers: A Visual Data Mining Approach to Parameters Optimization Giorgio Maria Di Nunzio and Alessandro Sordoni Chapter 3 Discovery of emergent issues and controversies in Anthropology using text mining, topic modeling and social network analysis of microblog content Ben Marwick Chapter 4 Text Mining and Network Analysis of Digital Libraries in R Eric Nguyen Chapter 5 Recommendation systems in R Saurabh Bhatnagar Chapter 6 Response Modeling in Direct Marketing: A Data Mining Based Approach for Target Selection Sadaf Hossein Javaheri, Mohammad Mehdi Sepehri and Babak Teimourpour Chapter 7 Caravan Insurance Policy Customer Profile Modeling with R Mining Mukesh Patel and Mudit Gupta Chapter 8 Selecting Best Features for Predicting Bank Loan Default Zahra Yazdani, Mohammad Mehdi Sepehri and Babak Teimourpour Chapter 9 A Choquet Ingtegral Toolbox and its Application in Customer's Preference Analysis Huy Quan Vu, Gleb Beliakov and Gang Li Chapter 10 A Real-Time Property Value Index based on Web Data Fernando Tusell, Maria Blanca Palacios, María Jesús Bárcena and Patricia Menéndez Chapter 11 Predicting Seabed Hardness Using Random Forest in R Jin Li, Justy Siwabessy, Zhi Huang, Maggie Tran and Andrew Heap Chapter 12 Supervised classification of images, applied to plankton samples using R and zooimage Kevin Denis and Philippe Grosjean Chapter 13 Crime analyses using R Madhav Kumar, Anindya Sengupta and Shreyes Upadhyay Chapter 14 Football Mining with R Maurizio Carpita, Marco Sandri, Anna Simonetto and Paola Zuccolotto Chapter 15 Analyzing Internet DNS(SEC) Traffic with R for Resolving Platform Optimization Emmanuel Herbert, Daniel Migault, Stephane Senecal, Stanislas Francfort and Maryline Laurent Regards Yanchang Zhao PhD, Data Miner RDataMining.com [[alternative HTML version deleted]]
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