Data Mining with R

Learning with Case Studies, Second Edition

AvLuis Torgo

Häftad, Engelska, 2020

Del i serien Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

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Beskrivning

Data Mining with R: Learning with Case Studies, Second Edition uses practical examples to illustrate the power of R and data mining. Providing an extensive update to the best-selling first edition, this new edition is divided into two parts. The first part will feature introductory material, including a new chapter that provides an introduction to data mining, to complement the already existing introduction to R. The second part includes case studies, and the new edition strongly revises the R code of the case studies making it more up-to-date with recent packages that have emerged in R.The book does not assume any prior knowledge about R. Readers who are new to R and data mining should be able to follow the case studies, and they are designed to be self-contained so the reader can start anywhere in the document. The book is accompanied by a set of freely available R source files that can be obtained at the book’s web site. These files include all the code used in the case studies, and they facilitate the "do-it-yourself" approach followed in the book.Designed for users of data analysis tools, as well as researchers and developers, the book should be useful for anyone interested in entering the "world" of R and data mining.About the AuthorLuís Torgo is an associate professor in the Department of Computer Science at the University of Porto in Portugal. He teaches Data Mining in R in the NYU Stern School of Business’ MS in Business Analytics program. An active researcher in machine learning and data mining for more than 20 years, Dr. Torgo is also a researcher in the Laboratory of Artificial Intelligence and Data Analysis (LIAAD) of INESC Porto LA.

Produktinformation

Utgivningsdatum:2020-06-30
Mått:178 x 254 x 26 mm
Vikt:893 g
Format:Häftad
Språk:Engelska
Serie:Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
Antal sidor:426
Upplaga:2
Förlag:Taylor & Francis Ltd
ISBN:9780367573980

Utforska kategorier

Mikroekonomi inom Ekonomi och Ledarskap
Systemvetenskap och AI inom Data och IT
Informationsteknik: allmänt inom Data och IT

Mer om författaren

Luís Torgo is an associate professor in the Department of Computer Science at the University of Porto in Portugal. He teaches Data Mining in R in the NYU Stern School of Business’ MS in Business Analytics program. An active researcher in machine learning and data mining for more than 20 years, Dr. Torgo is also a researcher in the Laboratory of Artificial Intelligence and Data Analysis (LIAAD) of INESC Porto LA.

Innehållsförteckning

Introduction. I R AND DATA MINING. Introduction to R. Introduction to Data Mining. II CASE STUDIES. Predicting Algae Blooms. Predicting Stock Market Returns. Detecting Fraudulent Transactions. Classifying Microarray Samples

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