1st Edition
Learning from Data for Aquatic and Geotechnical Environments
By Biswa Bhattacharya
Copyright 2005
270 Pages
by
CRC Press
270 Pages
by
CRC Press
The book presents machine learning as an approach to building models that learn from data, and that can be used to complement the existing modelling practice in aquatic and geotechnical environments. It provides concepts of learning from data, and identifies segmentation (clustering), classification, regression and control as the learning tasks. A unified methodology based on the concepts of... Read more
1 Introduction
2 Learning tasks and methods
3 Unsupervised learning in segmentation problems
4 Learning classification in geotechnical problems
5 Learning regression in sedimentation problems
6 Learning to control water systems
7 Conclusions and recommendations
Biography
Biswa Bhattacharya
