Towards an efficient real-time kernel function stream clustering method via shared nearest-neighbor density for the IIoT. - Ruohe Huang; Ruliang Xiao; Weifu Zhu; Ping Gong 004; Jinhui Chen; Imad Rida (Inf. Sci., 2021)

Efficient Gaussian Kernel Microcluster Real-Time Clustering Method for Industrial Internet of Things (IIoT) Streams. - Weifu Zhu; Ruliang Xiao; Ruohe Huang; Ping Gong 004; Shi Zhang; Xin Du 003 (IEEE Internet Things J., 2022)

Anomaly detection for high-dimensional dynamic data stream using stacked habituation autoencoder and union kernel density estimator. - Zhixia Zeng; Ruohe Huang; Ruliang Xiao; Xinhong Lin; Shi Zhang (Concurr. Comput. Pract. Exp., 2023)