Jiansen Zhao

Sensing Data Supported Traffic Flow Prediction via Denoising Schemes and ANN: A Comparison

Xinqiang Chen, Shubo Wu, Chaojian Shi et al. · IEEE Sensors Journal · 2020 · 258 citations

Engineering, Machine Learning, Traffic Flow +16

Traffic flow prediction by an ensemble framework with data denoising and deep learning model

Xinqiang Chen, Huixing Chen, Yongsheng Yang et al. · Physica A Statistical Mechanics and its Applications · 2020 · 158 citations

Network Flows, Engineering, Machine Learning +10

Robust Ship Tracking via Multi-view Learning and Sparse Representation

Xinqiang Chen, Shengzheng Wang, Chaojian Shi et al. · Journal of Navigation · 2018 · 112 citations

Engineering, Machine Learning, Feature Detection +17

Autonomous port management based AGV path planning and optimization via an ensemble reinforcement learning framework

Xinqiang Chen, Shuhao Liu, Jiansen Zhao et al. · Ocean & Coastal Management · 2024 · 105 citations

Path Planning, Engineering, Autonomous Port Management +5

A ship trajectory prediction method based on GAT and LSTM

Jiansen Zhao, Zhongwei Yan, Zhenzhen Zhou et al. · Ocean Engineering · 2023 · 85 citations

Naval Architecture, Engineering, Ship Maneuvering +7