Causality, Correlation and Artificial Intelligence for Rational Decision Making

by Tshilidzi Marwala

Causality has been a subject of study for a long time. Often causality is confused with correlation. Human intuition has evolved such that it has learned to identify causality through correlation. In this book, four main themes are considered and these are causality, correlation, artificial intelligence and decision making. A correlation machine is defined and built using multi-layer perceptron network, principal component analysis, Gaussian Mixture...

• Format: Hardcover
• Language: English
• ISBN: 9814630861
• ISBN13: 9789814630863
• Release Date: March 2015
• Publisher: World Scientific Publishing Company
• Length: 208 Pages
• Weight: 1.32 lbs.
• Dimensions: 0.7" x 7.0" x 9.9"