Dawen Xia

Orcid: 0000-0002-0151-9643

According to our database1, Dawen Xia authored at least 42 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A bidirectional-a-star-based ant colony optimization algorithm for big-data-driven taxi route recommendation.
Multim. Tools Appl., February, 2024

RSAB-ConvGRU: A hybrid deep-learning method for traffic flow prediction.
Multim. Tools Appl., 2024

2023
An A<sup>2</sup>-Gurobi algorithm for route recommendation with big taxi trajectory data.
Multim. Tools Appl., December, 2023

Spatial-temporal graph neural network based on gated convolution and topological attention for traffic flow prediction.
Appl. Intell., December, 2023

A distributed EEMDN-SABiGRU model on Spark for passenger hotspot prediction.
Frontiers Inf. Technol. Electron. Eng., September, 2023

Attention-based spatial-temporal adaptive dual-graph convolutional network for traffic flow forecasting.
Neural Comput. Appl., August, 2023

Distributed Primal-Dual Algorithms for Stochastic Generalized Nash Equilibrium Seeking Under Full and Partial-Decision Information.
IEEE Trans. Control. Netw. Syst., June, 2023

A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2023

A Distributed Nesterov-Like Gradient Tracking Algorithm for Composite Constrained Optimization.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Topic-sensitive expert finding based solely on heterogeneous academic networks.
Expert Syst. Appl., 2023

2022
Decentralized Dual Operator Splitting for Nonsmooth Composite Optimization.
IEEE Trans. Netw. Sci. Eng., 2022

DeepIII: Predicting Isoform-Isoform Interactions by Deep Neural Networks and Data Fusion.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

A parallel NAW-DBLSTM algorithm on Spark for traffic flow forecasting.
Neural Comput. Appl., 2022

A distributed EMDN-GRU model on Spark for passenger waiting time forecasting.
Neural Comput. Appl., 2022

A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction.
Multim. Tools Appl., 2022

SW-BiLSTM: a Spark-based weighted BiLSTM model for traffic flow forecasting.
Multim. Tools Appl., 2022

A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation.
Multim. Tools Appl., 2022

APFD: an effective approach to taxi route recommendation with mobile trajectory big data.
Frontiers Inf. Technol. Electron. Eng., 2022

Decentralized proximal splitting algorithms for composite constrained convex optimization.
J. Frankl. Inst., 2022

2021
Random Sleep Scheme-Based Distributed Optimization Algorithm Over Unbalanced Time-Varying Networks.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems.
IEEE Trans. Signal Inf. Process. over Networks, 2021

A Distributed Stochastic Proximal-Gradient Algorithm for Composite Optimization.
IEEE Trans. Control. Netw. Syst., 2021

A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction.
Neural Comput. Appl., 2021

A distributed stochastic optimization algorithm with gradient-tracking and distributed heavy-ball acceleration.
Frontiers Inf. Technol. Electron. Eng., 2021

2019
Noise-Resistant Statistical Traffic Classification.
IEEE Trans. Big Data, 2019

Cluster lag synchronization of delayed heterogeneous complex dynamical networks via intermittent pinning control.
Neural Comput. Appl., 2019

Primal-dual stochastic distributed algorithm for constrained convex optimization.
J. Frankl. Inst., 2019

Protein-protein interactions prediction based on ensemble deep neural networks.
Neurocomputing, 2019

2018
A projection neural network for optimal demand response in smart grid environment.
Neural Comput. Appl., 2018

Geometrical convergence rate for distributed optimization with time-varying directed graphs and uncoordinated step-sizes.
Inf. Sci., 2018

A MapReduce-Based Parallel Frequent Pattern Growth Algorithm for Spatiotemporal Association Analysis of Mobile Trajectory Big Data.
Complex., 2018

2017
Consensus in networked dynamical systems with event-triggered control inputs and random switching topologies.
Neural Comput. Appl., 2017

Circuit implementation of digitally programmable transconductance amplifier in analog simulation of reaction-diffusion neural model.
Neurocomputing, 2017

Distributed optimization of first-order discrete-time multi-agent systems with event-triggered communication.
Neurocomputing, 2017

2016
Consensus analysis of multiagent systems with second-order nonlinear dynamics and general directed topology: An event-triggered scheme.
Inf. Sci., 2016

A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting.
Neurocomputing, 2016

Quantized subgradient algorithm with limited bandwidth communications for solving distributed optimization over general directed multi-agent networks.
Neurocomputing, 2016

Distributed consensus of multi-agent systems over general directed networks with limited bandwidth communication.
Neurocomputing, 2016

A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction.
IEEE Access, 2016

2015
Robust Traffic Classification with Mislabelled Training Samples.
Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

2014
Dividing Traffic Sub-areas Based on a Parallel K-Means Algorithm.
Proceedings of the Knowledge Science, Engineering and Management, 2014

2013
Discovery and Analysis of Usage Data Based on Hadoop for Personalized Information Access.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013


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