Essays about: "Traffic predictions"
Showing result 6 - 10 of 46 essays containing the words Traffic predictions.
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6. Graph Neural Network for Traffic Flow Forecasting : Does an enriched adjacency matrix with low dimensional dataenhance the performance of GNN for traffic flow forecasting?
University essay from Högskolan i Halmstad/Akademin för informationsteknologiAbstract : Nowadays, machine learning methods are used in many applications and deployed in manyelectronic devices to solve problems and predict future states. One of the challenges mostbig cities confront is traffic jams since the roads are crammed with more and more vehicles, which will easily cause traffic congestion. READ MORE
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7. Online Prediction of Network-Level Public Transport Demand : Case Study in Stockholm
University essay from KTH/TransportplaneringAbstract : Public transport, a vital part of transportation systems, plays an essential role in our society to reduce many social issues. however, the issue of mismatching in operation and management in public transport causes passenger dissatisfaction and waste of energy. READ MORE
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8. Developing transport interaction macromodels to simulate traffic patterns : Case of Oslo, Norway
University essay from KTH/TransportplaneringAbstract : Predicting the passenger flow inside a city is a vital component of the intelligent transportation management system. The proposal for a new residential area, an office space, postpandemic policy implications for work from home, behavioral changes for revised traffic patterns, infrastructural improvements, require a visual and analytical backing which can be provided through a macro simulation model. READ MORE
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9. The road and landscape features affecting the occurrence of ungulate-vehicle hotspots in Sweden
University essay from SLU/Dept. of EcologyAbstract : European ungulate populations are increasing both in number and distributional range, resulting in more ungulate-vehicle collisions (UVC). These UVC cause socio-economic losses and are a growing problem in Sweden. Since 2010, drivers in Sweden are legally obliged to report UVC-accidents to the police. READ MORE
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10. Predicting Buffer Status Report (BSR) for 6G Scheduling using Machine Learning Models
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In 6G communication, many state-of-the-art machine learning algorithms are going to be implemented to enhance the performances, including the latency property. In this thesis, we apply Buffer Status Report(BSR) prediction to the uplink scheduling process. The BSR does not include information for data arriving after the transmission of this BSR. READ MORE
