Understanding and Using Rough Set Based Feature Selection: Concepts, Techniques and Applications

• Main Authors: Raza, Muhammad Summair (Author), Qamar, Usman (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Subjects: Computer science.; Numerical analysis.; Database management.; Data mining.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Information Systems Applications (incl. Internet).; Database Management.; Data Mining and Knowledge Discovery.; Numeric Computing.

This book provides a comprehensive introduction to Rough Set-based feature selection. It enables the reader to systematically study all topics of Rough Set Theory (RST) including the preliminaries, advanced concepts and feature selection using RST. In addition, the book is supplemented with an RST-b...