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Frontiers of Information Technology & Electronic Engineering >> 2023, Volume 24, Issue 9 doi: 10.1631/FITEE.2200621
A distributed EEMDN-SABiGRU model on Spark for passenger hotspot prediction
1.College of Data Science and Information Engineering, Guizhou Minzu University, Guiyang 550025, China ;; 2.Department of Automotive Engineering, Guizhou Traffic Technician and Transportation College, Guiyang 550008, China ;; 3.College of Computer Science, Chongqing University, Chongqing 400044, China ;; 4.College of Electronic and Information Engineering, Southwest University, Chongqing 400715, China
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Keywords
Passenger hotspot prediction ; Ensemble empirical mode decomposition (EEMD) ; Spatial attention mechanism ; Bi-directional gated recurrent unit (BiGRU) ; GPS trajectory ; Spark
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