Share data with sufficient metadata and documentation. AI algorithms typically process vast volumes of data to generate inferences or predictions. Consequently, it's essential to provide…

Choose fairness metrics to measure AI model bias and collect sufficient data to assess error statistics across demographic groups. The optimal model isn't always the one with the least negative…

Eventually the ICMS may become obsolete or require a major overhaul replacing some or all of the original system. Stakeholders will need to have a plan in place to accommodate these types of changes…

The Chattanooga Area Regional Transportation Authority's (CARTA) SmartBus ITS program offers valuable guidance on sequencing projects and using data warehouse for implementing ITS at a mid-size…

ITS America conducted interviews with state transportation officials and industry experts to gain insights into the future of state ITS deployment. From an operational perspective, state ITS…

ADMS offer numerous potential benefits, including the ability to better evaluate system performance, plan for operations, and support future investment decisions. Washington State TRAC, for example,…

The Washington State Department of Transportation (WSDOT) found customer-oriented performance measures to be very effective in drawing attention to the benefits associated with its transportation…

Increasingly, local and regional transportation plans include language supporting improved transportation systems management, promoting more efficient use of existing infrastructure, and adopting a…

ITS projects should be included in the statewide long-range transportation plan. This has the obvious advantage for the transportation department of exposing ITS projects to the same competition for…

Innovative funding can have a significant impact on a region trying to support its transportation facilities. Almost every transportation agency identifies inadequate funding as a major concern. At…