{
"id": "https://openalex.org/T11344", "display_name": "Traffic Flow Prediction and Forecasting", "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": [ "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/T12190", "display_name": "3D Concrete Printing Technology" }, { "id": "https://openalex.org/T10284", "display_name": "Anaerobic Digestion and Biogas Production" }, { "id": "https://openalex.org/T12325", "display_name": "Analysis and Modeling of Urban Street Networks" }, { "id": "https://openalex.org/T12698", "display_name": "Applications of 3D City Models" }, { "id": "https://openalex.org/T10121", "display_name": "Building Energy Efficiency and Thermal Comfort Optimization" }, { "id": "https://openalex.org/T11006", "display_name": "Building Information Modeling in Construction Industry" }, { "id": "https://openalex.org/T12306", "display_name": "Challenges and Innovations in Urban Logistics Systems" }, { "id": "https://openalex.org/T13689", "display_name": "Development and Management of Urban Underground Space" }, { "id": "https://openalex.org/T14456", "display_name": "Disaster Management and Infrastructure Development" }, { "id": "https://openalex.org/T13263", "display_name": "Energy Efficiency in Building Construction" }, { "id": "https://openalex.org/T10479", "display_name": "Fiber-Reinforced Polymer Composites in Construction" }, { "id": "https://openalex.org/T11847", "display_name": "Influence of Recycled Aggregate Concrete on Construction" }, { "id": "https://openalex.org/T12546", "display_name": "Smart Parking Solutions and Management" }, { "id": "https://openalex.org/T11988", "display_name": "Sustainable Construction and Green Building" }, { "id": "https://openalex.org/T13477", "display_name": "Sustainable Design and Urban Development" }, { "id": "https://openalex.org/T11933", "display_name": "Sustainable Development in Mining and Minerals Industry" }, { "id": "https://openalex.org/T12105", "display_name": "Sustainable Earth Construction Materials and Techniques" }, { "id": "https://openalex.org/T12239", "display_name": "Sustainable Urban Development and Construction Practices" }, { "id": "https://openalex.org/T11511", "display_name": "Textile Dyeing Techniques and Materials" }, { "id": "https://openalex.org/T11672", "display_name": "Utilization of Waste Materials in Construction and Ceramics" }, { "id": "https://openalex.org/T10484", "display_name": "Wood Science and Technology" } ], "works_count": 56237, "cited_by_count": 421958, "updated_date": "2024-08-26T05:32:42.221139", "created_date": "2024-01-23"
}