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Author

Dawen Xia

Observed names: Dawen XIA, Xia Dawen, Xia, Dawen, 夏大文
Observed institutions: Ministry of Education of the People's Republic of China, Southwest University, Guizhou University, Guizhou Minzu University, Kaili University, South China University of Technology
ORCID: 0000-0002-0151-9643
Observed ORCID: 0000-0002-0151-9643
OpenAlex ID: A5062523327
A distributed spatial–temporal weighted model on MapReduce for short-term traffic flow forecasting
2015 · Dawen Xia, Binfeng Wang, et al. · Neurocomputing · 189
Protein–protein interactions prediction based on ensemble deep neural networks
2018 · Long Zhang, Guoxian Yu, et al. · Neurocomputing · 147
A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction
2020 · Dawen Xia, Maoting Zhang, et al. · Neural Computing and Applications · 79
A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction
2016 · Dawen Xia, Huaqing Li, et al. · IEEE Access · 62
Distributed optimization of first-order discrete-time multi-agent systems with event-triggered communication
2017 · Qingguo Lü, Huaqing Li, et al. · Neurocomputing · 60
Geometrical convergence rate for distributed optimization with time-varying directed graphs and uncoordinated step-sizes
2017 · Qingguo Lü, Huaqing Li, et al. · Information Sciences · 55
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Consensus analysis of multiagent systems with second-order nonlinear dynamics and general directed topology: An event-triggered scheme
2016 · Huaqing Li, Guo Chen, et al. · Information Sciences · 51
Chaotic hash function based on the dynamic S-Box with variable parameters
2016 · Yantao Li, Guangfu Ge, et al. · Nonlinear Dynamics · 46
Distributed fixed‐time optimization for multi‐agent systems with time‐varying objective function
2022 · Yue Li, Xing He, et al. · International Journal of Robust and Nonlinear Control · 39
SW-BiLSTM: a Spark-based weighted BiLSTM model for traffic flow forecasting
2022 · Dawen Xia, Nan Yang, et al. · Multimedia Tools and Applications · 37
Algebraic criteria for second-order global consensus in multi-agent networks with intrinsic nonlinear dynamics and directed topologies
2021 · Huaqing Li, Dawen Xia, et al. · Elsevier eBooks · 37
Discovering spatiotemporal characteristics of passenger travel with mobile trajectory big data
2021 · Dawen Xia, Shunying Jiang, et al. · Physica A Statistical Mechanics and its Applications · 36
A bidirectional-a-star-based ant colony optimization algorithm for big-data-driven taxi route recommendation
2023 · Dawen Xia, Bingqi Shen, et al. · Multimedia Tools and Applications · 26
Attention-based spatial–temporal adaptive dual-graph convolutional network for traffic flow forecasting
2023 · Dawen Xia, Bingqi Shen, et al. · Neural Computing and Applications · 26
An Efficient MapReduce-Based Parallel Clustering Algorithm for Distributed Traffic Subarea Division
2015 · Dawen Xia, Binfeng Wang, et al. · Discrete Dynamics in Nature and Society · 26
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Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems
2021 · Huaqing Li, Lifeng Zheng, et al. · IEEE Transactions on Signal and Information Processing over Networks · 25
RSAB-ConvGRU: A hybrid deep-learning method for traffic flow prediction
2023 · Dawen Xia, Yan Chen, et al. · Multimedia Tools and Applications · 24
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction
2022 · Dawen Xia, Yongling Zheng, et al. · Multimedia Tools and Applications · 24
A distributed stochastic gradient algorithm for economic dispatch over directed network with communication delays
2019 · Hao Zhang, Huaqing Li, et al. · International Journal of Electrical Power & Energy Systems · 24
Knowledge ontology enhanced model for explainable knowledge tracing
2024 · Yao Wang, Yujia Huo, et al. · Journal of King Saud University - Computer and Information Sciences · 23
A parallel NAW-DBLSTM algorithm on Spark for traffic flow forecasting
2021 · Dawen Xia, Nan Yang, et al. · Neural Computing and Applications · 23
Primal-dual stochastic distributed algorithm for constrained convex optimization
2019 · Youcheng Niu, Haijing Wang, et al. · Journal of the Franklin Institute · 23
A MapReduce‐Based Parallel Frequent Pattern Growth Algorithm for Spatiotemporal Association Analysis of Mobile Trajectory Big Data
2018 · Dawen Xia, Xiaonan Lu, et al. · Complexity · 23
Noise-Resistant Statistical Traffic Classification
2017 · Binfeng Wang, Jun Zhang, et al. · IEEE Transactions on Big Data · 22
A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization
2021 · Huaqing Li, Enbing Su, et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 21
Works count: 132
Citation count: 1,564
H-index: 23
I10-index: 44
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