Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

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.

Machine learning. --- Transportation --- Learning, Machine --- Artificial intelligence --- Machine theory --- Data processing.

Choose an application

• Reference Manager
• EndNote
• RefWorks (Direct export to RefWorks)

Electrification plays a key role in decarbonizing energy consumption for various sectors, including transportation, heating, and cooling. There are several essential infrastructures for a smart city, including smart grids and transportation networks. These infrastructures are the complementary solutions to successfully developing novel services, with enhanced energy efficiency and energy security. Five papers are published in this Special Issue that cover various key areas expanding the state-of-the-art in smart cities’ electrification, including transportation, healthcare, and advanced closed-circuit televisions for smart city surveillance.

blockchain --- double auction --- electricity trading --- smart match mechanism --- multi-exposure image fusion --- intelligent transportation system --- adaptive optimization --- video super-resolution --- generative adversarial networks --- edge enhancement --- energy usage behaviour --- occupancy monitoring --- energy conservation --- out-of-hours consumption --- energy consumption monitoring --- electric vehicles --- detour --- route computation --- smart cities --- n/a