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Hongbo Xiao
Institutions:
Huaihua University,
Central South University
Observed institutions:
Huaihua University,
Central South University,
PowerChina (China)
ORCID:
0009-0001-6855-0194
Observed ORCID:
0009-0001-6855-0194
OpenAlex ID:
A5001795450
Traffic Flow Prediction Based on Traffic and Meteorological Data Fusion in Non-stationary Environments
2021
·
Hongbo Xiao
, Jianhua Xiao
, et al.
·
International Conference on Electronic Information Technology and Smart Agriculture (ICEITSA)
·
11
Graph convolution networks based on adaptive spatiotemporal attention for traffic flow forecasting
2025
·
Hongbo Xiao
, Beiji Zou
, et al.
·
Scientific Reports
·
9
Short-term Traffic Flow Prediction by Graph Deep Learning with Spatial Temporal Modeling
2022
·
Lilian Yuan
, Weilin Fang
, et al.
·
International Conference on Electronic Information Technology and Smart Agriculture (ICEITSA)
·
8
STL-SATVNet: STL Decomposition and self-attention-based time-varying neural network for multi-scale forecasting of multivariate time-series
2025
·
Hongbo Xiao
, Beiji Zou
, et al.
·
Knowledge-Based Systems
·
3
Research on the Effectiveness of Human-Machine Collaborative Teaching Based on Data Analysis in the Era of Digital Intelligence
2024
·
Chunqiao Mi
, Hongbo Xiao
, et al.
·
International Conference on Information Technology, Communication Ecosystem and Management (ITCEM)
·
3
Traffic Speed Sequence Prediction by Adaptive Weighted Long Short-Term Memory With Classification-Type Loss
2023
·
Hongbo Xiao
, Jianhua Xiao
, et al.
·
Transportation Research Record Journal of the Transportation Research Board
·
3
Research on Dynamic Obstacle Avoidance Path Planning Method for Collaborative Robotic Arm Based on Improved APF Algorithm
2024
·
Yuanfa Dong
, Ye Yuan
, et al.
·
International Symposium on Artificial Intelligence and Intelligent Manufacturing (AIIM)
·
2
Attention Synchronous Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Prediction
2023
·
Zhuyou Cao
, Tianwang Luo
, et al.
·
International Conference on Electronic Information Technology and Smart Agriculture (ICEITSA)
·
1
PDF
Private Cars Trajectory Interpolation by Ensemble Learning Optimization in Vehicular Social Networks
2021
·
Jianhua Xiao
, Hongbo Xiao
, et al.
·
International Conference on Electronic Information Technology and Smart Agriculture (ICEITSA)
·
1
Multi-step Cooperative Control Model and Application for Multi-group Users
2021
·
Pengju Tang
, Jianhua Xiao
, et al.
·
International Conference on Electronic Information Technology and Smart Agriculture (ICEITSA)
·
1
DSTC-TrafficNet: A Dynamic Spatio-Temporal Channel-Aware Traffic Flow Prediction Network
2025
·
Haijin Feng
, Jianhua Xiao
, et al.
·
International Symposium on IoT and Intelligent Robotics (IoTIR)
MKDSTN: Multi-Kernel Discrete Space-Time Network for Traffic Flow Prediction
2025
·
Kai Cao
, Jianhua Xiao
, et al.
·
International Symposium on IoT and Intelligent Robotics (IoTIR)
DT-ASGNRU: A Comprehensive Framework for Traffic Flow Forecasting
2024
·
Jiaju He
, Jianhua Xiao
, et al.
·
International Conference on Information Technology, Communication Ecosystem and Management (ITCEM)
Time-varying neural networks based on local attention mechanism for time series forecasting
2024
·
Yuxuan Wang
, Hongbo Xiao
, et al.
·
International Conference on Information Technology, Communication Ecosystem and Management (ITCEM)
Research on Individual Recognition and Prediction of Cocaine Addiction Based on Convolutional Neural Networks
2023
·
Hongbo Xiao
, Jianhua Xiao
, et al.
·
International Conference on Electronic Information Technology and Smart Agriculture (ICEITSA)
LSTM-based Pedestrian Trajectory Prediction Model under the General Direction Mechanism: DIR-LSTM
2023
·
Junyuan Luo
, Qiongfang Fu
, et al.
·
International Conference on Electronic Information Technology and Smart Agriculture (ICEITSA)
PDF
A Multi-Step Speed Prediction Method for Traffic Networks Based on MAF-GCN-Seq2Seq Model
2022
·
Yi Long
, Hongbo Xiao
, et al.
·
International Conference on Electronic Information Technology and Smart Agriculture (ICEITSA)
Prediction Model of Target Movement in Soft Tissue Under Needle Puncture
2021
·
Hongbo Xiao
, Jianhua Xiao
, et al.
·
International Conference on Electronic Information Technology and Smart Agriculture (ICEITSA)
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Works count:
18
Citation count:
42
H-index:
3
I10-index:
1
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