The Leading eBooks Store Online 4,410,490 members ⚫ 1,532,108 ebooks

New to

Learn more

Rule Based Systems for Big Data

A Machine Learning Approach

Rule Based Systems for Big Data by Han Liu
Buy this eBook
US$ 99.00
(If any tax is payable it will be calculated and shown at checkout.)

The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. Rule based systems are seen as a special type of expert systems, which can be built by using expert knowledge or learning from real data.

The book focuses on the development and evaluation of rule based systems in terms of accuracy, efficiency and interpretability. In particular, a unified framework for building rule based systems, which consists of the operations of rule generation, rule simplification and rule representation, is presented. Each of these operations is detailed using specific methods or techniques. In addition, this book also presents some ensemble learning frameworks for building ensemble rule based systems.

Springer International Publishing; September 2015
127 pages; ISBN 9783319236964
Read online, or download in secure PDF format
Title: Rule Based Systems for Big Data
Author: Han Liu; Alexander Gegov; Mihaela Cocea
  • News
  • Contents
No entry found