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	Clustering by Unified Principal Component Analysis and Fuzzy C-Means with Sparsity Constraint 会议论文 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), New York, NY, United states, 2020-10-02 - 2020-10-04 作者: Wang, Jikui; Shi, Quanfu; Yang, Zhengguo; Nie, Feiping 收藏 \| 浏览/下载：146/0 \| 提交时间：2021/03/24 Cluster analysis Fuzzy systems Iterative methods Matrix algebra Parallel architectures High dimensional data Iterative optimization algorithms Low-dimensional spaces Objective functions Principal Components Sparsity constraints State-of-the-art algorithms Two-stage algorithm
	Structure preserved fast dimensionality reduction 期刊论文 Applied Soft Computing, 2024, 卷号: 162 作者: Yi, Jihai; Duan, Huiyu; Wang, Jikui; Yang, Zhengguo; Nie, Feiping 收藏 \| 浏览/下载：147/0 \| 提交时间：2024/07/04 Data reduction Graph theory Graphic methods Matrix algebra Bipartite graphs Dimensionality reduction Dimensionality reduction techniques Graph-based High-accuracy Iterative Optimization Large scale data Linear dimensionality reduction Similarity matrix Time consumption
	Projected fuzzy c-means clustering algorithm with instance penalty 期刊论文 EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 255 作者: Wang, Jikui; Wu, Yiwen; Huang, Xueyan; Zhang, Cuihong; Nie, Feiping 收藏 \| 浏览/下载：284/0 \| 提交时间：2024/07/24 Dimensionality reduction Fuzzyc-means clustering Principal component analysis Instance penalty
	A robust self-training algorithm based on relative node graph 期刊论文 APPLIED INTELLIGENCE, 2025, 卷号: 55, 期号: 1 作者: Wang, Jikui; Duan, Huiyu; Zhang, Cuihong; Nie, Feiping 收藏 \| 浏览/下载：163/0 \| 提交时间：2024/12/04 Semi-supervised learning High-confidence samples Self-training Data editing
	A parameter-free self-training algorithm based on the three successive confirmation rule 期刊论文 ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 卷号: 144 作者: Wang, Jikui; Zhao, Wei; Shang, Qingsheng; Nie, Feiping 收藏 \| 浏览/下载：137/0 \| 提交时间：2025/02/19 Semi-supervised learning Self-training algorithm High-confidence samples Three successive confirmation rule
	Fast anchor graph preserving projections 期刊论文 Pattern Recognition, 2024, 卷号: 146 作者: Wang, Jikui; Wu, Yiwen; Li, Bing; Yang, Zhenguo; Nie, Feiping 收藏 \| 浏览/下载：68/0 \| 提交时间：2023/10/25 Anchors Clustering algorithms Graphic methods Machine learning Matrix algebra Principal component analysis Reduction Adjacency matrix Anchor graph Dimensionality reduction Dimensionality reduction algorithms Graph-based Learn+ Number of samples Principal-component analysis Projection matrix Time complexity
	Graph optimization for unsupervised dimensionality reduction with probabilistic neighbors 期刊论文 Applied Intelligence, 2023, 卷号: 53, 期号: 2, 页码: 2348-2361 作者: Yang, Zhengguo; Wang, Jikui; Li, Qiang; Yi, Jihai; Liu, Xuewen 收藏 \| 浏览/下载：76/0 \| 提交时间：2023/06/25 Graph algorithms Graphic methods Dimensionality reduction Dimensionality reduction method Graph construction Graph optimization Graph-based Locality preserving projections Principal-component analysis Probabilistic neighbor Probabilistics Unsupervised dimensionality reduction
	Projected fuzzy C-means with probabilistic neighbors 期刊论文 Information Sciences, 2022, 卷号: 607, 页码: 553-571 作者: Wang, Jikui; Yang, Zhengguo; Liu, Xuewen; Li, Bing; Yi, Jihai Adobe PDF(1649Kb) \| 收藏 \| 浏览/下载：62/0 \| 提交时间：2023/02/24 Cluster analysis Clustering algorithms Iterative methods Matrix algebra Reduction Clusterings Dimensionality reduction Dimensionality reduction method Fuzzy-c means Graph embeddings Graph optimization Probabilistic neighbor Probabilistics Projected clustering Unsupervised dimensionality reduction
	Fast anchor graph optimized projections with principal component analysis and entropy regularization 期刊论文 Information Sciences, 2025, 卷号: 699 作者: Wang, Jikui; Zhang, Cuihong; Zhao, Wei; Huang, Xueyan; Nie, Feiping 收藏 \| 浏览/下载：158/0 \| 提交时间：2025/01/22 Contrastive Learning Dimensionality reduction Principal component analysis Data informations Dimensionality reduction Dimensionality reduction algorithms Entropy regularization Global data Graph-based Machine learning algorithms Principal-component analysis Regularisation Time complexity
	Fast semi-supervised self-training algorithm based on data editing 期刊论文 INFORMATION SCIENCES, 2023, 卷号: 626, 页码: 293-314 作者: Li, Bing; Wang, Jikui; Yang, Zhengguo; Yi, Jihai; Nie, Feiping 收藏 \| 浏览/下载：96/0 \| 提交时间：2023/04/04 Semi-supervised learning Self-training classification Ball-k-means Data editing

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