Zili Zhang

An Efficient MapReduce-Based Parallel Clustering Algorithm for Distributed Traffic Subarea Division

Yantao Li, Dawen Xia, Zhuobo Rong, 2015 .

Rise of Distributed Deep Learning Training in the Big Model Era: From A Software Engineering Perspective

Xuanzhe Liu, Yun Ma, Zhenpeng Chen, 2021, ACM Transactions on Software Engineering and Methodology.

Noise-Resistant Statistical Traffic Classification

Jun Zhang, Yang Xiang, Dawen Xia, 2019, IEEE Transactions on Big Data.

A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting

Zili Zhang, Yantao Li, Dawen Xia, 2016, Neurocomputing.

Complex statistical analysis of big data: Implementation and application of Apriori and FP-Growth algorithm based on MapReduce

Zili Zhang, Dawen Xia, Zhuobo Rong, 2013, 2013 IEEE 4th International Conference on Software Engineering and Service Science.

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

Zili Zhang, Wendong Wang, Xiaonan Lu, 2018, Complex..

A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction

Zili Zhang, Yantao Li, Dawen Xia, 2016, IEEE Access.

Robust Traffic Classification with Mislabelled Training Samples

Jun Zhang, Zili Zhang, Wei Luo, 2015, 2015 IEEE 21st International Conference on Parallel and Distributed Systems (ICPADS).

Traffic Identification in Big Internet Data

Wei Luo, Dawen Xia, Jun Zhang, 2016 .