R and Data Mining

Written By Yanchang Zhao
R and Data Mining
  • Publsiher : Academic Press
  • Release : 31 December 2012
  • ISBN : 012397271X
  • Pages : 256 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled R and Data Mining written by Yanchang Zhao which was release on 31 December 2012, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: R and Data Mining introduces researchers, post-graduate students, and analysts to data mining using R, a free software environment for statistical computing and graphics. The book provides practical methods for using R in applications from academia to industry to extract knowledge from vast amounts of data. Readers will find this book a valuable guide to the use of R in tasks such as classification and prediction, clustering, outlier detection, association rules, sequence analysis, text mining, social network analysis, sentiment analysis, and more. Data mining techniques are growing in popularity in a broad range of areas, from banking to insurance, retail, telecom, medicine, research, and government. This book focuses on the modeling phase of the data mining process, also addressing data exploration and model evaluation. With three in-depth case studies, a quick reference guide, bibliography, and links to a wealth of online resources, R and Data Mining is a valuable, practical guide to a powerful method of analysis. Presents an introduction into using R for data mining applications, covering most popular data mining techniques Provides code examples and data so that readers can easily learn the techniques Features case studies in real-world applications to help readers apply the techniques in their work

R and Data Mining

R and Data Mining
  • Author : Yanchang Zhao
  • Publisher : Academic Press
  • Release Date : 2012-12-31
  • Total pages : 256
  • ISBN : 012397271X
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Summary : R and Data Mining introduces researchers, post-graduate students, and analysts to data mining using R, a free software environment for statistical computing and graphics. The book provides practical methods for using R in applications from academia to industry to extract knowledge from vast amounts of data. Readers will find this ...

Data Mining and Business Analytics with R

Data Mining and Business Analytics with R
  • Author : Johannes Ledolter
  • Publisher : John Wiley & Sons
  • Release Date : 2013-05-28
  • Total pages : 368
  • ISBN : 012397271X
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Summary : Collecting, analyzing, and extracting valuable information froma large amount of data requires easily accessible, robust,computational and analytical tools. Data Mining and BusinessAnalytics with R utilizes the open source software R for theanalysis, exploration, and simplification of large high-dimensionaldata sets. As a result, readers are provided with the neededguidance to ...

Data Mining with R

Data Mining with R
  • Author : Luis Torgo
  • Publisher : CRC Press
  • Release Date : 2016-11-30
  • Total pages : 426
  • ISBN : 012397271X
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Summary : 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 ...

Data Mining with Rattle and R

Data Mining with Rattle and R
  • Author : Graham Williams
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-08-04
  • Total pages : 374
  • ISBN : 012397271X
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Summary : Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of ...

Social Media Mining with R

Social Media Mining with R
  • Author : Nathan Danneman,Richard Heimann
  • Publisher : Packt Publishing Ltd
  • Release Date : 2014-03-25
  • Total pages : 122
  • ISBN : 012397271X
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Summary : A concise, hands-on guide with many practical examples and a detailed treatise on inference and social science research that will help you in mining data in the real world. Whether you are an undergraduate who wishes to get hands-on experience working with social data from the Web, a practitioner wishing ...

R Data Mining

R Data Mining
  • Author : Andrea Cirillo
  • Publisher : Packt Publishing Ltd
  • Release Date : 2017-11-29
  • Total pages : 442
  • ISBN : 012397271X
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Summary : Mine valuable insights from your data using popular tools and techniques in R About This Book Understand the basics of data mining and why R is a perfect tool for it. Manipulate your data using popular R packages such as ggplot2, dplyr, and so on to gather valuable business insights ...

Data Mining Applications with R

Data Mining Applications with R
  • Author : Yanchang Zhao,Yonghua Cen
  • Publisher : Academic Press
  • Release Date : 2013-11-26
  • Total pages : 514
  • ISBN : 012397271X
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Summary : 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, ...

Data Mining Algorithms

Data Mining Algorithms
  • Author : Pawel Cichosz
  • Publisher : John Wiley & Sons
  • Release Date : 2015-01-27
  • Total pages : 720
  • ISBN : 012397271X
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Summary : "This book narrows down the scope of data mining by adopting a heavily modeling-oriented perspective"--...

R Data Analysis and Visualization

R  Data Analysis and Visualization
  • Author : Tony Fischetti,Brett Lantz,Jaynal Abedin,Hrishi V. Mittal,Bater Makhabel,Edina Berlinger,Ferenc Illes,Milan Badics,Adam Banai,Gergely Daroczi
  • Publisher : Packt Publishing Ltd
  • Release Date : 2016-06-24
  • Total pages : 1783
  • ISBN : 012397271X
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Summary : Master the art of building analytical models using R About This Book Load, wrangle, and analyze your data using the world's most powerful statistical programming language Build and customize publication-quality visualizations of powerful and stunning R graphs Develop key skills and techniques with R to create and customize data mining ...

Data Mining for Business Analytics

Data Mining for Business Analytics
  • Author : Galit Shmueli,Peter C. Bruce,Peter Gedeck,Nitin R. Patel
  • Publisher : John Wiley & Sons
  • Release Date : 2019-11-05
  • Total pages : 608
  • ISBN : 012397271X
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Summary : Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python presents an applied approach to data mining concepts and methods, using Python software for illustration Readers will learn how to implement a variety of popular data mining algorithms in Python (a free and open-source software) to tackle business problems ...

Educational Data Mining with R and Rattle

Educational Data Mining with R and Rattle
  • Author : R. S. Kamath,R. K. Kamat
  • Publisher : River Publishers
  • Release Date : 2016
  • Total pages : 128
  • ISBN : 012397271X
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Summary : Educational Data Mining (EDM) is one of the emerging fields in the pedagogy and andragogy paradigm, it concerns the techniques which research data coming from the educational domain. An archetype that is covered is that of learning by example. This is a guide for EDM implementation using R and Rattle ...

Learning Data Mining with R

Learning Data Mining with R
  • Author : Romeo Kienzler
  • Publisher : Unknown
  • Release Date : 2016
  • Total pages : 212
  • ISBN : 012397271X
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Summary : "Data mining is a growing demand on the market as the world is generating data at an increasing pace. R is a popular programming language for statistics. It can be used for day-to-day data analysis tasks. Data mining is a very broad topic and takes some time to learn. This ...

Data Science Using Python and R

Data Science Using Python and R
  • Author : Chantal D. Larose,Daniel T. Larose
  • Publisher : Wiley
  • Release Date : 2019-04-09
  • Total pages : 240
  • ISBN : 012397271X
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Summary : Learn data science by doing data science! Data Science Using Python and R will get you plugged into the world’s two most widespread open-source platforms for data science: Python and R. Data science is hot. Bloomberg called data scientist “the hottest job in America.” Python and R are the ...

Mastering Social Media Mining with R

Mastering Social Media Mining with R
  • Author : Sharan Kumar Ravindran,Vikram Garg
  • Publisher : Packt Publishing Ltd
  • Release Date : 2015-09-23
  • Total pages : 248
  • ISBN : 012397271X
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Summary : Extract valuable data from your social media sites and make better business decisions using R About This Book Explore the social media APIs in R to capture data and tame it Employ the machine learning capabilities of R to gain optimal business value A hands-on guide with real-world examples to ...

Data Mining and Predictive Analytics

Data Mining and Predictive Analytics
  • Author : Daniel T. Larose,Chantal D. Larose
  • Publisher : John Wiley & Sons
  • Release Date : 2015-03-16
  • Total pages : 824
  • ISBN : 012397271X
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Summary : Learn methods of data analysis and their application to real-world data sets. Offers comprehensive coverage of association rules, clustering, neural networks, logistic regression, multivariate analysis, and R statistical programming language Features over 750 chapter exercises, allowing readers to assess their understanding of the new material Provides a detailed case study that ...