Machine Learning for Transportation Research and Applications
Book Details
Format
Paperback / Softback
ISBN-10
0323961266
ISBN-13
9780323961264
Publisher
Elsevier - Health Sciences Division
Imprint
Elsevier - Health Sciences Division
Country of Manufacture
NL
Country of Publication
GB
Publication Date
Apr 25th, 2023
Print length
252 Pages
Weight
424 grams
Dimensions
15.20 x 22.90 x 1.60 cms
Product Classification:
Transport planning & policyMachine learning
Ksh 17,250.00
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Transportation is a combination of systems that presents a variety of challenges often too intricate to be addressed by conventional parametric methods. Increasing data availability and recent advancements in machine learning provide new methods to tackle challenging transportation problems. This textbookis designed for college or graduate-level students in transportation or closely related fields to study and understand fundamentals in machine learning. Readers will learn how to develop and apply various types of machine learning models to transportation-related problems. Example applications include traffic sensing, data-quality control, traffic prediction, transportation asset management, traffic-system control and operations, and traffic-safety analysis.
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