Concepedia

Dapeng Zhang

DZ

6

Publications

266

Citations

6

H-Index

2010

Active since

Affiliations

Southwestern University of Finance and Economics(Current)

Dapeng Zhang is an author at Southwestern University of Finance and Economics specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningData SciencePredictive AnalyticsImage AnalysisComputer VisionComputer ScienceNetwork AnalysisKnowledge Discovery

Publications per year

2010–2024

6

Publications

6

Wire Defect Recognition of Spring-Wire Socket Using Multitask Convolutional Neural Networks

Xian Tao, Zihao Wang, Zhengtao Zhang et al. · IEEE Transactions on Components Packaging and Manufacturing Technology · 2018 · 76 citations

Electrical Engineering, Image Classification, Image Analysis +14

DNEAT: A novel dynamic node-edge attention network for origin-destination demand prediction

Dapeng Zhang, Feng Xiao, Minyu Shen et al. · Transportation Research Part C Emerging Technologies · 2020 · 75 citations

Engineering, Machine Learning, Data Science +6

An Alternative Method for Traffic Accident Severity Prediction: Using Deep Forests Algorithm

Jing Gan, Linheng Li, Dapeng Zhang et al. · Journal of Advanced Transportation · 2020 · 54 citations · Full text

Deep Forests, Engineering, Machine Learning +23

Dynamic Auto-Structuring Graph Neural Network: A Joint Learning Framework for Origin-Destination Demand Prediction

Dapeng Zhang, Feng Xiao · IEEE Transactions on Knowledge and Data Engineering · 2021 · 29 citations

Geometric Learning, Graph Representation Learning, Machine Learning +21

ProSTformer: Progressive Space-Time Self-Attention Model for Short-Term Traffic Flow Forecasting

Xiao Yan, Xianghua Gan, Jingjing Tang et al. · IEEE Transactions on Intelligent Transportation Systems · 2024 · 22 citations

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