Zhiling Cai

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Feature Selection

Agglomerative Clustering

Clustering Algorithm

Arbitrary Shape

Top Venues

Int. J. Mach. Learn. Cybern.

Neural Comput. Appl.

Publications

Shide Du, Zhiling Cai, Zhihao Wu, Yueyang Pi, Shiping Wang
UMCGL: Universal Multi-View Consensus Graph Learning With Consistency and Diversity. IEEE Trans. Image Process. 33 (2024)
Zihan Fang, Shide Du, Zhiling Cai, Shiyang Lan, Chunming Wu, Yanchao Tan, Shiping Wang
Representation Learning Meets Optimization-Derived Networks: From Single-View to Multi-View. IEEE Trans. Multim. 26 (2024)
Shiyang Lan, Zihan Fang, Shide Du, Zhiling Cai, Shiping Wang
IMPRL-Net: interpretable multi-view proximity representation learning network. Neural Comput. Appl. 36 (24) (2024)
Ruijia Li, Zhiling Cai
A clustering algorithm based on density decreased chain for data with arbitrary shapes and densities. Appl. Intell. 53 (2) (2023)
Zixiao Yu, Lele Fu, Zhiling Cai, Zhoumin Lu
Hyper-Laplacian Regularized Concept Factorization in Low-rank Tensor Space for Multi-view Clustering. CoRR (2023)
Zhiling Cai, Ruijia Li, Hong Wu
Learning unified anchor graph based on affinity relationships with strong consensus for multi-view spectral clustering. Multim. Syst. 29 (1) (2023)
Na Song, Shundong Yang, Zhiling Cai, Jian Lin, Sujia Huang
Multi-level Learning for Semi-supervised Multi-view Classification. CBD (2023)
Zhiling Cai, Ruijia Li, Hong Wu
Truncated representation graph with adaptive weighted and manifold regularization for agglomerative clustering. DSIT (2022)
Ruijia Li, Zhiling Cai, Hong Wu
Junction density based clustering algorithm for data with arbitrary shapes. ICMLC (2022)
Tianyi Huang, Zhiling Cai, Ruijia Li, Shiping Wang, William Zhu
Consolidation of structure of high noise data by a new noise index and reinforcement learning. Inf. Sci. 614 (2022)
Jie Hao, Zhiling Cai, Ruijia Li, William Zhu
Saliency: a new selection criterion of important architectures in neural architecture search. Neural Comput. Appl. 34 (2) (2022)
Ruijia Li, Zhiling Cai, Tianyi Huang, William Zhu
Anchor: The achieved goal to replace the subgoal for hierarchical reinforcement learning. Knowl. Based Syst. 225 (2021)
Xiaofei Yang, Zhiling Cai, Ruijia Li, William Zhu
GDPC: generalized density peaks clustering algorithm based on order similarity. Int. J. Mach. Learn. Cybern. 12 (3) (2021)
Zhiling Cai, Xiaofei Yang, Tianyi Huang, William Zhu
A new similarity combining reconstruction coefficient with pairwise distance for agglomerative clustering. Inf. Sci. 508 (2020)
Zhiling Cai, William Zhu
Feature selection for multi-label classification using neighborhood preservation. IEEE CAA J. Autom. Sinica 5 (1) (2018)
Zhishuai Guo, Tianyi Huang, Zhiling Cai, William Zhu
A New Local Density for Density Peak Clustering. PAKDD (3) (2018)
Zhiling Cai, William Zhu
Multi-label feature selection via feature manifold learning and sparsity regularization. Int. J. Mach. Learn. Cybern. 9 (8) (2018)