Rule Extraction from Support Vector Machines
Publication year: 2008
ISBN: 978-3-540-75390-2
Internet Resource: Please Login to download book
This book provides an overview of the field and introduces a number of different approaches to extracting rules from support vector machines developed by key researchers. In addition, successful applications are outlined and future research opportunities are discussed. The book is an important reference for researchers and graduate students, and since it provides an introduction to the topic, it will be important in the classroom as well. Because of the significance of both SVMs and user explanation, the book is of relevance to data mining practitioners and data analysts.
Subject: Engineering, Support Vector Machine, algorithm, algorithms, bioinformatics, classification, computational intelligence, computer-aided design (CAD), data mining, intelligence, knowledge, learning, machine learning, mathematical programming, optimization programming
