Search Results for author: Feng Xiao

Found 4 papers, 0 papers with code

Demand Forecasting in Bike-sharing Systems Based on A Multiple Spatiotemporal Fusion Network

no code implementations23 Sep 2020 Xiao Yan, Gang Kou, Feng Xiao, Dapeng Zhang, Xianghua Gan

Spatial and temporal features are critical for demand forecasting in BSSs, but it is challenging to extract spatiotemporal dynamics.

Ensemble Learning Feature Importance

ICSTrace: A Malicious IP Traceback Model for Attacking Data of Industrial Control System

no code implementations30 Dec 2019 Feng Xiao, Qiang Xu

Considering the attacks against industrial control system are mostly organized and premeditated actions, IP traceback is significant for the security of industrial control system.

Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network

no code implementations15 Apr 2019 Feng Xiao, Dapeng Zhang, Gang Kou, Lu Li

To collectively forecast the demand for ride-sourcing services in all regions of a city, the deep learning approaches have been applied with commendable results.

A Deep Learning Model for Traffic Flow State Classification Based on Smart Phone Sensor Data

no code implementations26 Sep 2017 Wenwen Tu, Feng Xiao, Liping Fu, Guangyuan Pan

A total of 747, 856 sets of data are generated and used for both traffic flow states classification and sensitivity analysis of input variables.

Classification General Classification

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