A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction
Dawen Xia, Yongling Zheng, Yu Bai, Xiaobo Yan, Yang Hu, Yantao Li, Huaqing Li
Topics & Concepts
Computer scienceSupport vector machineHyperparameter optimizationSPARK (programming language)Robustness (evolution)AlgorithmAutoregressive integrated moving averageGridConvolutional neural networkData miningHotspot (geology)Artificial intelligenceMachine learningTime seriesGeneChemistryMathematicsGeophysicsGeometryBiochemistryGeologyProgramming languageTraffic Prediction and Management TechniquesTransportation Planning and OptimizationHuman Mobility and Location-Based Analysis