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- 2026
[j14]Chenglong Zhang
, Zihao Liao, Shicheng Dai, Yuan Xie, David Zhang, Haiwei Hou:
Robust stochastic configuration networks ensemble with fuzzy granular computing. Expert Syst. Appl. 321: 132265 (2026)- [j13]Hui Tu, Chao Li, Haiwei Hou, Shifei Ding:
DPC-DCD: A density peak clustering algorithm based on density conflict domains. Knowl. Based Syst. 339: 115676 (2026) - [j12]Haiwei Hou, Shifei Ding, Chuangui Cao, Xiao Xu, Lili Guo, Xuan Li:
A comprehensive survey of image clustering based on deep learning. Pattern Recognit. 172: 112590 (2026) - [j11]Lili Guo, Yanan Cui, Yikang Song, Haiwei Hou, Shifei Ding:
EmoKEG: Knowledge-enhanced heterogeneous graph for emotion recognition in conversation. Pattern Recognit. 179: 113500 (2026) - [j10]Haiwei Hou, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu:
Semantic Image Clustering With Deep Learning. IEEE Trans. Cogn. Dev. Syst. 18(2): 544-555 (2026) - 2024
- [j9]Hui Tu, Shifei Ding, Xiao Xu, Haiwei Hou, Chao Li, Ling Ding:
Non-iterative border-peeling clustering algorithm based on swap strategy. Inf. Sci. 654: 119864 (2024) - [j8]Shifei Ding, Haiwei Hou, Xiao Xu, Jian Zhang, Lili Guo, Ling Ding:
Graph-Based Semi-Supervised Deep Image Clustering With Adaptive Adjacency Matrix. IEEE Trans. Neural Networks Learn. Syst. 35(12): 18828-18837 (2024) - [c1]Haiwei Hou, Shifei Ding, Xiao Xu, Lili Guo:
Deep Friendly Embedding Space for Clustering. IIP (1) 2024: 92-105 - 2023
- [j7]Xiao Xu, Haiwei Hou, Shifei Ding:
Semi-supervised deep density clustering. Appl. Soft Comput. 148: 110903 (2023) - [j6]Ling Ding, Peng Du, Haiwei Hou, Jian Zhang, Di Jin, Shifei Ding:
Botnet DGA Domain Name Classification Using Transformer Network with Hybrid Embedding. Big Data Res. 33: 100395 (2023) - [j5]Chao Li, Shifei Ding, Xiao Xu, Haiwei Hou, Ling Ding:
Fast density peaks clustering algorithm based on improved mutual K-nearest-neighbor and sub-cluster merging. Inf. Sci. 647: 119470 (2023) - [j4]Haiwei Hou, Shifei Ding, Xiao Xu, Ling Ding:
A novel clustering algorithm based on multi-layer features and graph attention networks. Soft Comput. 27(9): 5553-5566 (2023) - 2022
- [j3]Haiwei Hou, Shifei Ding, Xiao Xu:
A deep clustering by multi-level feature fusion. Int. J. Mach. Learn. Cybern. 13(10): 2813-2823 (2022) - 2021
- [j2]Yuru Zhang, Shifei Ding, Yanru Wang, Haiwei Hou:
Chameleon algorithm based on improved natural neighbor graph generating sub-clusters. Appl. Intell. 51(11): 8399-8415 (2021) - [j1]Zhengfan Chen, Shifei Ding, Haiwei Hou:
A novel self-attention deep subspace clustering. Int. J. Mach. Learn. Cybern. 12(8): 2377-2387 (2021)
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