| book details |

Bayesian Machine Learning in Geotechnical Site Characterization

By (author) Jianye Ching

This book is currently unavailable. Enquire to check if we can source a used copy

| enquire |

| book description |

Bayesian data analysis and modelling linked with machine learning offers a new tool for handling geotechnical data. This book presents recent advancements made by the author in the area of probabilistic geotechnical site characterization. Two types of correlation play central roles in geotechnical site characterization: cross-correlation among soil properties and spatial-correlation in the underground space. The book starts with the introduction of Bayesian notion of probability â€œdegree of beliefâ€, showing that well-known probability axioms can be obtained by Boolean logic and the definition of plausibility function without the use of the notion â€œrelative frequencyâ€. It then reviews probability theories and useful probability models for cross-correlation and spatial correlation. Methods for Bayesian parameter estimation and prediction are also presented, and the use of these methods demonstrated with geotechnical site characterization examples. Bayesian Machine Learning in Geotechnical Site Characterization suits consulting engineers and graduate students in the area.

| product details |

| other options |

| back |

| your trolley |

To view the items in your trolley please sign in.

| sign in |

| specials |

Theory & Practice

Michelle de Kretser
Hardback
192 pages
was: R 415.95
now: R 373.95
Available from overseas. Dispatched in aprox 4-8 weeks as local supplier is out of stock

| more |

| add to trolley |

Exiles: Times book of the month 'Stanley Kubrick meets MR James'

Mason Coile
Paperback / softback
224 pages
was: R 520.95
now: R 468.95
Forthcoming

A terrifying locked-room mystery set in a remote outpost on Mars.

| more |

| add to trolley |

The Correspondent

Virginia Evans
Hardback
288 pages
was: R 495.95
now: R 445.95
Forthcoming

| more |

| add to trolley |

Broken Country: AMAZON'S BOOK OF THE YEAR - THE MILLION-COPY BESTSELLER

Clare Leslie Hall
Paperback / softback
320 pages
was: R 395.95
now: R 355.95
Available from overseas. Dispatched in aprox 4-8 weeks as local supplier is out of stock

An epic love story with the pulse of a thriller that asks: what would you risk for a second chance at first love?

| more |

| add to trolley |