Data Mining and Warehousing
ISBN: 9788131525869
Data Mining Techniques and Applications : An Introduction
ISBN: 9788131519554
Higher Education
Author(s): A B M Shawkat Ali | Saleh A. Wasimi
ISBN: 9788131509517
1st Edition
Copyright: 2007
India Release: 2009
Binding: Paperback
Pages: 312
Trim Size: 241 x 181 mm
The book has been written to serve as a textbook on data mining at an introductory level. Each chapter has been written as lecture material for one week. The software product that is used throughout the textbook is WEKA because, not only is it good but it is also free, and students can ill-afford a software package that costs money. A good understanding of spreadsheets is necessary to work through the exercises.
1. Fundamentals of data mining
2. Data processing and data warehouses
3 Weka an attractive data mining tool
4. The classification task
5. Artificial neural networks and support vector machines
6. Model evaluation techniques
7. Association rule mining
8. The clustering task
9. The estimation task
10. Mining of time series
11. Text and Web mining
12. Privacy, security and ethical issues in data mining
A B M Shawkat Ali
School of Computing Sciences
Faculty of Business and Informatics
Central Queensland University
Rockhampton 4702, Australia
Saleh A. Wasimi
School of Computing Sciences
Faculty of Business and Informatics
Central Queensland University
Rockhampton 4702, Australia