An important question in planning and designing bike-sharing services is to support the
user's travel demand by allocating bikes at the stations in an efficient and reliable manner …

Demand forecasting is a scientific and methodical assessment of future demand for a critical
product. The effective Demand Forecast Model (DFM) enables pharmaceutical companies to …

Multivariate time series forecasting has many practical applications in a variety of domains
such as commerce, weather, environment, and transportation. There exist so many methods …

Shared mobility has emerged as a sustainable alternative to both private transportation and
traditional public transport, promising to reduce the number of private vehicles on roads …

The rational distribution of public bicycle rental fleets is crucial for improving the efficiency of
public bicycle programs. The accurate prediction of the demand for public bicycles is critical …

Empowered by the ubiquitous sensing capabilities of Internet of Things (IoT) technologies,
smart communities could benefit our daily life in many aspects. Various smart community …

Supply-demand imbalances are a prevalent issue in bike-sharing systems with docking
stations, hindering effective operation and use of the system. To improve efficiency for both …