The usage of smartphones has rapidly increased during the last years. In addition to
communication capabilities, they are also equipped with several sensors, and are usually …

Identifying the distribution of users' transportation modes is an essential part of travel
demand analysis and transportation planning. With the advent of ubiquitous GPS-enabled …

Recently, a considerable amount of research has focused on understanding transportation
mobility patterns from crowdsourced smartphone data. To this end, transportation mode …

Understanding people's transportation modes is beneficial for empowering many intelligent
transportation systems, such as supporting urban transportation planning. Yet, current …

ABSTRACT 1 Through the past few decades, travel behaviors have become more
complicated especially in 2 mega cities such as Tehran, the capital of Iran. Decision makers …

Transportation planning and solutions have an enormous impact on city life. To minimize the
transport duration, urban planners should understand and elaborate the mobility of a city …

Obtaining the distribution of home and work locations is essential for city planning, as it
defines the structure and mobility pattern of a city. With the development of …

Identification of travelers' transportation modes is a fundamental step for various problems
that arise in the domain of transportation such as travel demand analysis, transport planning …

Transport mode information is essential for understanding people's movement behavior and
travel demand estimation. Current approaches extract travel information once the travel is …

Existing studies on transportation mode detection from global positioning system (GPS)
trajectories mainly adopt handcrafted features. These features require researchers with a …