Machine Learning Applications in Civil Engineering
Book Details
Format
Paperback / Softback
ISBN-10
0443153647
ISBN-13
9780443153648
Publisher
Elsevier - Health Sciences Division
Imprint
Elsevier - Health Sciences Division
Country of Manufacture
NL
Country of Publication
GB
Publication Date
Oct 2nd, 2023
Print length
218 Pages
Weight
364 grams
Dimensions
15.00 x 22.90 x 1.50 cms
Product Classification:
Civil engineering, surveying & building
Ksh 24,100.00
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Machine Learning Applications in Civil Engineering discusses machine learning and deep learning models for different civil engineering applications. These models work for stochastic methods wherein internal processing is done using randomized prototypes. The book explains various machine learning model designs that will assist researchers to design multi domain systems with maximum efficiency. It introduces Machine Learning and its applications to different Civil Engineering tasks, including Basic Machine Learning Models for data pre-processing, models for data representation, classification models for Civil Engineering Applications, Bioinspired Computing models for Civil Engineering, and their case studies. Using this book, civil engineering students and researchers can deep dive into Machine Learning, and identify various solutions to practical Civil Engineering tasks.
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