00000nam a2200000 i 4500 UP-8027390931311607609 Buklod 20250609130306.0 m |o d | cr ||||||||||| 250319t20232023xx a b 001 0 eng d 2023279979 GBC374735 bnb 021025152 Uk 0323961266 (paperback) 9780323961264 (paperback) 23566218 YDX eng rda YDX BDX UKMGB OCLCF OCLCQ OCLCO INU eng lccopycat HE 147.6 W37 2023 388.0285631 23 Wang, Yinhai author. Machine learning for transportation research and applications Yinhai Wang, Smart Transportation Applications and Research Laboratory, Department of Civil and Environmental Engineering, University of Washington, Seattle, WA, United States, Zhiyong Cui, School of Transportation Science and Engineering, Beihang University, Beijing, China, Ruimin Ke, Department of Civil Engineering, University of Texas, El Paso, El Paso, TX, United States. ©2023 Amsterdam, Netherlands Elsevier [2023] i, 239 pages illustrations (some color) 23 cm text txt rdacontent unmediated rdamedia volume nc rdacarrier Includes bibliographical references (pages 217-229) and index. 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 textbook is 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."-- Page 4 of cover Apprentissage automatique. Machine learning. Machine learning fast. Transport Informatique. Transportation Data processing. Transportation Data processing fast Ke, Ruimin author. Ke, Ruimin. Cui, Zhiyong 1989- author. Cui, Zhiyong. Ebook version Wang, Yinhai. Machine learning for transportation research and applications. Amsterdam, Netherlands : Elsevier, [2023] 9780323996808 (OCoLC)1378194992. FO Printed UPD DSTC HE 147.6 W37 2023 Book