Commercial Vehicle Operations
 
Data Management
 
Maintenance and Construction
 
Parking Management
 
Public Safety
 
Public Transportation
 
Support
 
Sustainable Travel
 
Traffic Management
 
Traveler Information
 
Vehicle Safety
 
Weather
 

Lessons Learned: Data Management

52 unique lessons found.

Share Data with Sufficient Metadata and Documentation to Make Practitioners Aware of the Nuances, Potential Pitfalls, and Recommended Uses of the Data.
Date Posted: 08/23/2023 | Source Date:
Choose Fairness Metrics to Measure AI Model Bias and Collect Sufficient Data to Assess Error Statistics Across Demographic Groups for AI-based ITS Systems.
Date Posted: 08/23/2023 | Source Date:
Ensure Data from Multiple Sources Are Transformed into a Consistent Frame of Geographical and Temporal Resolution for Effective Data Fusion.
Date Posted: 05/30/2023 | Source Date:
Invest in Agency Staff Data Analysis Capabilities and Data Infrastructure to Enable Benefits of Big Data for Transit Insights and Decision Making.
Date Posted: 12/27/2022 | Source Date:
A Market Scan Study on Emerging Data Science for Transit Cited the Importance of Data Hygiene in Enabling Advanced Data Analytics.
Date Posted: 10/20/2022 | Source Date:
Use An Incremental and Iterative Development Approach to Facilitate Faster and More Efficient Data Exchange Platform Development.
Date Posted: 08/30/2022 | Source Date:
Engage All Stakeholders in an Iterative Process of Refinement and Redesign When Developing a New Safety Management System.
Date Posted: 11/29/2021 | Source Date:
The Development of An Open-Source Interactive Mapping Application Offers Key Insights on Data Repository and Management.
Date Posted: 05/24/2021 | Source Date:
Gain Support from Enforcement Agencies and Ensure Effective Interagency Interfaces to Successfully Implement an Electronic Crash Data System.
Date Posted: 04/30/2021 | Source Date:
Automated Traffic Signal Performance Measures (ATSPM) Programs Can Help Agencies Manage Large Datasets and Maintain Agency Focus on Priority Locations and Metrics.
Date Posted: 03/30/2021 | Source Date:
ITS Deployment Evaluation

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Deployment Statistics

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Lessons Learned

ITS Taxonomy

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Topics

Commercial Vehicle Operations

Data Management

Maintenance and Construction

Parking Management

Public Safety

Public Transportation

Support

Sustainable Travel

Traffic Management

Traveler Information

Vehicle Safety

Weather

 

U.S. Department of Transportation Office of the Assistant Secretary for Research and Technology (OST-R)
 
 
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