03109cam a2200493M 4500 9781003460305 FlBoTFG 20251030122250.0 m o d cr |n||||||||| 240918s2024 xx ob 001 0 eng d OCoLC-P eng OCoLC-P 9781040129753 (electronic bk.) 1040129757 (electronic bk.) 9781003460305 (electronic bk.) 1003460305 (electronic bk.) 9781040129661 (electronic bk. : PDF) 1040129668 (electronic bk. : PDF) 103257464X 9781032574646 10.1201/9781003460305 doi (OCoLC)1456118950 (OCoLC-P)1456118950 Q325.5 COM 014000 bisacsh COM 016000 bisacsh COM 021030 bisacsh UYQ bicssc DATA ANALYTICS AND MACHINE LEARNING FOR INTEGRATED CORRIDOR MANAGEMENT [electronic resource] / Yashaswi Karnati [and more]. [S.l.] : CRC PRESS, 2024. 1 online resource In an era defined by rapid urbanization and ever-increasing mobility demands, effective transportation management is paramount. This book takes readers on a journey through the intricate web of contemporary transportation systems, offering unparalleled insights into the strategies, technologies, and methodologies shaping the movement of people and goods in urban landscapes. From the fundamental principles of traffic signal dynamics to the cutting-edge applications of machine learning, each chapter of this comprehensive guide unveils essential aspects of modern transportation management systems. Chapter by chapter, readers are immersed in the complexities of traffic signal coordination, corridor management, data-driven decision-making, and the integration of advanced technologies. Closing with chapters on modeling measures of effectiveness and computational signal timing optimization, the guide equips readers with the knowledge and tools needed to navigate the complexities of modern transportation management systems. With insights into traffic data visualization and operational performance measures, this book empowers traffic engineers and administrators to design 21st-century signal policies that optimize mobility, enhance safety, and shape the future of urban transportation. OCLC-licensed vendor bibliographic record. Machine learning. 55059 COMPUTERS / Computer Science bisacsh COMPUTERS / Computer Vision & Pattern Recognition bisacsh 92738 COMPUTERS / Database Management / Data Mining bisacsh 64305 Karnati, Yashaswi. 94840 Taylor & Francis https://www.taylorfrancis.com/books/9781003460305 OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf E-Books 67902 67902