Qingjian Ni

A Novel Cluster Head Selection Algorithm Based on Fuzzy Clustering and Particle Swarm Optimization

Qingjian Ni, Qianqian Pan, Huimin Du et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2015 · 151 citations

Cluster Computing, Topology Control, Engineering +10

MBGAN: An improved generative adversarial network with multi-head self-attention and bidirectional RNN for time series imputation

Qingjian Ni, Xuehan Cao · Engineering Applications of Artificial Intelligence · 2022 · 58 citations

Multi-head Self-attention, Engineering, Machine Learning +7

A New Logistic Dynamic Particle Swarm Optimization Algorithm Based on Random Topology

Qingjian Ni, Jianming Deng · The Scientific World JOURNAL · 2013 · 51 citations · Full text

Population Topology, Hybrid Algorithm, Simulated Annealing +8

STGMN: A gated multi-graph convolutional network framework for traffic flow prediction

Qingjian Ni, Meng Zhang · Applied Intelligence · 2022 · 47 citations

Internet Traffic Analysis, Network Flows, Network Science +13

An improved graph convolutional network with feature and temporal attention for multivariate water quality prediction

Qingjian Ni, Xuehan Cao, Chaoqun Tan et al. · Environmental Science and Pollution Research · 2022 · 46 citations

Graph Neural Network, Environmental Monitoring, Machine Learning +10