{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","description":"This cluster of papers focuses on the application of deep learning, neural networks, and spatio-temporal data analysis for traffic flow prediction and forecasting in urban environments. The research covers topics such as short-term forecasting, graph convolutional networks, time series analysis, and the integration of intelligent transportation systems.","keywords":[{"id":"https://openalex.org/keywords/traffic-flow-prediction","display_name":"traffic flow prediction","score":0.702},{"id":"https://openalex.org/keywords/traffic-forecasting","display_name":"traffic prediction","score":0.3155},{"id":"https://openalex.org/keywords/short-term-traffic-forecasting","display_name":"short-term traffic forecasting","score":0.8691},{"id":"https://openalex.org/keywords/travel-time-prediction","display_name":"travel time prediction","score":0.5364},{"id":"https://openalex.org/keywords/travel-time-estimation","display_name":"travel time estimation","score":0.2057},{"id":"https://openalex.org/keywords/spatiotemporal-dependencies","display_name":"spatiotemporal dependencies","score":0.2518},{"id":"https://openalex.org/keywords/traffic-speed-prediction","display_name":"traffic speed prediction","score":0.8947},{"id":"https://openalex.org/keywords/traffic-congestion-prediction","display_name":"traffic congestion prediction","score":0.6008},{"id":"https://openalex.org/keywords/floating-car-data","display_name":"floating car data","score":0.2451},{"id":"https://openalex.org/keywords/spatiotemporal-graph-neural-networks","display_name":"spatio-temporal graph neural networks","score":0.292},{"id":"https://openalex.org/keywords/traffic-volume-forecasting","display_name":"traffic volume forecasting","score":0.3084},{"id":"https://openalex.org/keywords/real-time-traffic-prediction","display_name":"real-time traffic prediction","score":0.6953},{"id":"https://openalex.org/keywords/traffic-state-estimation","display_name":"traffic state estimation","score":0.3683},{"id":"https://openalex.org/keywords/traffic-flow-estimation","display_name":"traffic flow estimation","score":0.2221},{"id":"https://openalex.org/keywords/short-term-traffic-flow-forecasting","display_name":"short-term traffic flow forecasting","score":0.9431},{"id":"https://openalex.org/keywords/traffic-incident-detection","display_name":"traffic incident detection","score":0.33},{"id":"https://openalex.org/keywords/traffic-state-prediction","display_name":"traffic state prediction","score":0.5854},{"id":"https://openalex.org/keywords/traffic-time-series","display_name":"traffic time series","score":0.4825},{"id":"https://openalex.org/keywords/weather-effects-on-traffic","display_name":"weather effects on traffic","score":0.4663},{"id":"https://openalex.org/keywords/long-term-traffic-forecasting","display_name":"long-term traffic forecasting","score":0.7661},{"id":"https://openalex.org/keywords/traffic-congestion-detection","display_name":"traffic congestion detection","score":0.2233},{"id":"https://openalex.org/keywords/historical-traffic-data","display_name":"historical traffic data","score":0.4785},{"id":"https://openalex.org/keywords/bus-arrival-time-prediction","display_name":"bus arrival time prediction","score":0.3769},{"id":"https://openalex.org/keywords/probe-vehicles","display_name":"probe vehicles","score":0.2046},{"id":"https://openalex.org/keywords/expressway-traffic","display_name":"expressway traffic","score":0.2631}],"legacy_keywords":"Deep Learning; Traffic Flow; Short-Term Forecasting; Spatio-Temporal Data; Neural Networks; Urban Traffic; Graph Convolutional Networks; Time Series Analysis; Intelligent Transportation Systems; Probabilistic Forecasting","ids":{"openalex":"https://openalex.org/T11344","wikipedia":"https://en.wikipedia.org/wiki/Traffic_flow_prediction"},"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"},"siblings":[{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization"},{"id":"https://openalex.org/T10284","display_name":"Anaerobic Digestion and Biogas Production"},{"id":"https://openalex.org/T10479","display_name":"Structural Behavior of Reinforced Concrete"},{"id":"https://openalex.org/T10484","display_name":"Wood Treatment and Properties"},{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration"},{"id":"https://openalex.org/T11511","display_name":"Dyeing and Modifying Textile Fibers"},{"id":"https://openalex.org/T11672","display_name":"Recycling and utilization of industrial and municipal waste in materials production"},{"id":"https://openalex.org/T11847","display_name":"Recycled Aggregate Concrete Performance"},{"id":"https://openalex.org/T11933","display_name":"Mining and Resource Management"},{"id":"https://openalex.org/T11988","display_name":"Sustainable Building Design and Assessment"},{"id":"https://openalex.org/T12105","display_name":"Hygrothermal properties of building materials"},{"id":"https://openalex.org/T12190","display_name":"Innovations in Concrete and Construction Materials"},{"id":"https://openalex.org/T12239","display_name":"Construction Management and Sustainability"},{"id":"https://openalex.org/T12306","display_name":"Urban and Freight Transport Logistics"},{"id":"https://openalex.org/T12325","display_name":"Urban Design and Spatial Analysis"},{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research"},{"id":"https://openalex.org/T12698","display_name":"3D Modeling in Geospatial Applications"},{"id":"https://openalex.org/T13263","display_name":"Building energy efficiency and sustainability"},{"id":"https://openalex.org/T13477","display_name":"Sustainable Design and Development"},{"id":"https://openalex.org/T13689","display_name":"Underground infrastructure and sustainability"},{"id":"https://openalex.org/T14456","display_name":"Blasting Impact and Analysis"}],"works_count":29099,"cited_by_count":418028,"works_api_url":"https://api.openalex.org/works?filter=topics.id:T11344","updated_date":"2026-10-20T03:01:21","created_date":"2024-01-23T15:27:10"}