Data Mining

A Tutorial-Based Primer, Second Edition

Business & Finance, Economics, Statistics, Nonfiction, Computers, Entertainment & Games, Game Programming - Graphics, Database Management
Cover of the book Data Mining by Richard J. Roiger, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Richard J. Roiger ISBN: 9781498763998
Publisher: CRC Press Publication: January 6, 2017
Imprint: Chapman and Hall/CRC Language: English
Author: Richard J. Roiger
ISBN: 9781498763998
Publisher: CRC Press
Publication: January 6, 2017
Imprint: Chapman and Hall/CRC
Language: English

Data Mining: A Tutorial-Based Primer, Second Edition provides a comprehensive introduction to data mining with a focus on model building and testing, as well as on interpreting and validating results. The text guides students to understand how data mining can be employed to solve real problems and recognize whether a data mining solution is a feasible alternative for a specific problem. Fundamental data mining strategies, techniques, and evaluation methods are presented and implemented with the help of two well-known software tools.

Several new topics have been added to the second edition including an introduction to Big Data and data analytics, ROC curves, Pareto lift charts, methods for handling large-sized, streaming and imbalanced data, support vector machines, and extended coverage of textual data mining. The second edition contains tutorials for attribute selection, dealing with imbalanced data, outlier analysis, time series analysis, mining textual data, and more.

The text provides in-depth coverage of RapidMiner Studio and Weka’s Explorer interface. Both software tools are used for stepping students through the tutorials depicting the knowledge discovery process. This allows the reader maximum flexibility for their hands-on data mining experience.

 

** **

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Data Mining: A Tutorial-Based Primer, Second Edition provides a comprehensive introduction to data mining with a focus on model building and testing, as well as on interpreting and validating results. The text guides students to understand how data mining can be employed to solve real problems and recognize whether a data mining solution is a feasible alternative for a specific problem. Fundamental data mining strategies, techniques, and evaluation methods are presented and implemented with the help of two well-known software tools.

Several new topics have been added to the second edition including an introduction to Big Data and data analytics, ROC curves, Pareto lift charts, methods for handling large-sized, streaming and imbalanced data, support vector machines, and extended coverage of textual data mining. The second edition contains tutorials for attribute selection, dealing with imbalanced data, outlier analysis, time series analysis, mining textual data, and more.

The text provides in-depth coverage of RapidMiner Studio and Weka’s Explorer interface. Both software tools are used for stepping students through the tutorials depicting the knowledge discovery process. This allows the reader maximum flexibility for their hands-on data mining experience.

 

** **

More books from CRC Press

Cover of the book Human-Insect Interactions by Richard J. Roiger
Cover of the book Malaria (1989) by Richard J. Roiger
Cover of the book Construction Collaboration Technologies by Richard J. Roiger
Cover of the book Fundamentals of Receptor, Enzyme, and Transport Kinetics (1993) by Richard J. Roiger
Cover of the book Fall Prevention Through Design in Construction by Richard J. Roiger
Cover of the book Hyperpigmentation by Richard J. Roiger
Cover of the book Human Embryonic Stem Cells by Richard J. Roiger
Cover of the book Heavy Metals in the Environment by Richard J. Roiger
Cover of the book Boiling Heat Transfer And Two-Phase Flow by Richard J. Roiger
Cover of the book Preventing Cardiovascular Disease in Primary Care by Richard J. Roiger
Cover of the book Weed Physiology by Richard J. Roiger
Cover of the book An Introduction to Distributed Optical Fibre Sensors by Richard J. Roiger
Cover of the book Nano- and Micro-Electromechanical Systems by Richard J. Roiger
Cover of the book Two-Stroke Cycle Engine by Richard J. Roiger
Cover of the book Microbial Biofilms by Richard J. Roiger
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy