Data Mining Applications with R （Reprint）

Data Mining Applications with R （Reprint）

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  • 製本 Paperback:紙装版/ペーパーバック版／ページ数 514 p.
  • 言語 ENG
  • 商品コード 9780128100080
  • DDC分類 005

Full Description


Data Mining Applications with R is a great resource for researchers and professionals to understand the wide use of R, a free software environment for statistical computing and graphics, in solving different problems in industry. R is widely used in leveraging data mining techniques across many different industries, including government, finance, insurance, medicine, scientific research and more. This book presents 15 different real-world case studies illustrating various techniques in rapidly growing areas. It is an ideal companion for data mining researchers in academia and industry looking for ways to turn this versatile software into a powerful analytic tool.R code, Data and color figures for the book are provided at the RDataMining.com website.

Contents

1. Introduction2. Case Study in Finance3.Case Study in Retail4. Case Study in Telecommunications5. Case Study in Government6. Case Study in Crime & Homeland Security7. Case Study in Stock Market 8. Case Study in Social Welfare 9. Case Study in Social Media 10. Case Study in Sports11. Case Study in Medicine and Health12. Case Study in Bioinformatics13. Case Study in Sentiment Analysis14. Case Study in Spatial Data Analysis 15. Case Study in Patent Analysis16. Case Study in Education 17. Case Study in Transport18. Case Study in Real Estate Conclusions Bibliography