One-step vs horizon-step training strategies for multi-step traffic flow forecasting with direct particle swarm optimization grid search support vector regression and long short-term memory
Mas Omar, Fitri Yakub, Shahrum Shah Abdullah, Muhamad Sharifuddin Abd Rahim, Ainaa Hanis Zuhairi, Niranjana Govindan
Topics & Concepts
Hyperparameter optimizationSupport vector machineComputer scienceParticle swarm optimizationTraffic flow (computer networking)GridMachine learningTraining (meteorology)Artificial intelligenceMean squared errorData miningMathematicsStatisticsGeographyComputer securityGeometryMeteorologyTraffic Prediction and Management TechniquesTransportation Planning and OptimizationTraffic control and management