Distributed coordination control of traffic network flow using adaptive genetic algorithm based on cloud computing. - Yongnan Zhang; Yonghua Zhou (J. Netw. Comput. Appl., 2018)

Traffic Network Flow Prediction Using Parallel Training for Deep Convolutional Neural Networks on Spark Cloud. - Yongnan Zhang; Yonghua Zhou; Huapu Lu; Hamido Fujita (IEEE Trans. Ind. Informatics, 2020)

Cooperative multi-agent actor-critic control of traffic network flow based on edge computing. - Yongnan Zhang; Yonghua Zhou; Huapu Lu; Hamido Fujita (Future Gener. Comput. Syst., 2021)

Spark Cloud-Based Parallel Computing for Traffic Network Flow Predictive Control Using Non-Analytical Predictive Model. - Yongnan Zhang; Yonghua Zhou; Huapu Lu; Hamido Fujita (IEEE Trans. Intell. Transp. Syst., 2022)

Distributed Multi-Agent Reinforcement Learning for Cooperative Low-Carbon Control of Traffic Network Flow Using Cloud-Based Parallel Optimization. - Yongnan Zhang; Yonghua Zhou; Hamido Fujita (IEEE Trans. Intell. Transp. Syst., 2024)

Spatial-temporal graph transformer network for traffic network flow prediction using parallel training based on cloud computing. - Yongnan Zhang; Sirui Peng; Yonghua Zhou (Appl. Soft Comput., 2025)

Cooperative multi-agent actor-critic approach using adaptive value decomposition and parallel training for traffic network flow control. - Yongnan Zhang; Yonghua Zhou (Neurocomputing, 2025)