Learning from Data for Aquatic and Geotechnical Environments

ISBN-13: 9781138474574 / Angielski / Twarda / 2017

Biswa Bhattacharya

Opis

Presents machine learning as an approach to building models that learn from data, and that can be used to complement the modelling practice in aquatic and geotechnical environments. This book provides concepts of learning from data, and identifies segmentation (clustering), classification, regression and control as the learning tasks.

Spis treści

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

O autorze

Biswa Bhattacharya