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Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems Journal article
Li, Yuchen, Vong, Chi Man, Chen, C. L.Phillip, Wang, Shitong. Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems[J]. Knowledge-Based Systems, 2025, 310, 112923.
Authors:  Li, Yuchen;  Vong, Chi Man;  Chen, C. L.Phillip;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2025/01/22
Functional-link Neural Networks  Broad Learning Systems  Generalization  Expanded Enhancement Matrix Stability  Hidden Parameter Selection  
Cycling topic graph learning for neural topic modeling Journal article
Liu, Yanyan, Gong, Zhiguo. Cycling topic graph learning for neural topic modeling[J]. Knowledge-Based Systems, 2025, 310.
Authors:  Liu, Yanyan;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2025/01/22
Neural Topic Model  Graph Neural Networks  Wasserstein Autoencoder  Graph Attention Networks  
Efficient physical image attacks using adversarial fast autoaugmentation methods Journal article
Du, Xia, Pun, Chi Man, Zhou, Jizhe. Efficient physical image attacks using adversarial fast autoaugmentation methods[J]. Knowledge-Based Systems, 2024, 304, 112576.
Authors:  Du, Xia;  Pun, Chi Man;  Zhou, Jizhe
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/11/05
Adversarial Robust Attacks  Autoaugmentation  Computer Vision  Ensemble Method  
SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization Journal article
Miao, Jianguo, Liu, Xuanxuan, Guo, Li, Chen, Long. SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization[J]. Knowledge-Based Systems, 2024, 301, 112343.
Authors:  Miao, Jianguo;  Liu, Xuanxuan;  Guo, Li;  Chen, Long
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/09/03
Broad Learning System  Ensemble Learning  Feature Engineering  Imbalanced Data  Visualization  
Selective multiple kernel fuzzy clustering with locality preserved ensemble Journal article
Zhang, Chuanbin, Chen, Long, Yu, Yu Feng, Zhao, Yin Ping, Shi, Zhaoyin, Wang, Yingxu, Bai, Weihua. Selective multiple kernel fuzzy clustering with locality preserved ensemble[J]. Knowledge-Based Systems, 2024, 301, 112327.
Authors:  Zhang, Chuanbin;  Chen, Long;  Yu, Yu Feng;  Zhao, Yin Ping;  Shi, Zhaoyin; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/09/03
Clustering Ensemble  Feature Fusion  Graph  Multi-objective Optimization  Multiple Kernel Fuzzy Clustering  
Generative broad Bayesian (GBB) imputer for missing data imputation with uncertainty quantification Journal article
Kuok, Sin Chi, Yuen, Ka Veng, Dodwell, Tim, Girolami, Mark. Generative broad Bayesian (GBB) imputer for missing data imputation with uncertainty quantification[J]. Knowledge-Based Systems, 2024, 301, 112272.
Authors:  Kuok, Sin Chi;  Yuen, Ka Veng;  Dodwell, Tim;  Girolami, Mark
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/08/05
Bayesian Inference  Broad Bayesian Learning  Imputation  Missing Data  Uncertainty Quantification  
Collaborative group: Composed image retrieval via consensus learning from noisy annotations Journal article
Zhang, Xu, Zheng, Zhedong, Zhu, Linchao, Yang, Yi. Collaborative group: Composed image retrieval via consensus learning from noisy annotations[J]. Knowledge-Based Systems, 2024, 300, 112135.
Authors:  Zhang, Xu;  Zheng, Zhedong;  Zhu, Linchao;  Yang, Yi
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/07/04
Compositional Image Retrieval  Data Ambiguity  Image Retrieval With Text Feedback  Multi-modal Retrieval  Noisy Annotation  
Self-supervised Gaussian Restricted Boltzmann Machine via joint contrastive representation and contrastive divergence Journal article
Wang, Xinlei, Chu, Jielei, Yu, Hua, Gong, Zhiguo, Li, Tianrui. Self-supervised Gaussian Restricted Boltzmann Machine via joint contrastive representation and contrastive divergence[J]. Knowledge-Based Systems, 2024, 299, 112121.
Authors:  Wang, Xinlei;  Chu, Jielei;  Yu, Hua;  Gong, Zhiguo;  Li, Tianrui
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/07/04
Contrastive Representation Learning  Representation Probability Distribution  Contrastive Divergence  Clustering  
Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control Journal article
Zhang, Yanlin, Yang, Liqiao, Kou, Kit Ian, Liu, Yang. Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control[J]. Knowledge-Based Systems, 2024, 296, 111953.
Authors:  Zhang, Yanlin;  Yang, Liqiao;  Kou, Kit Ian;  Liu, Yang
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/06/05
Event-triggered Impulsive Control  Finite-time Synchronization  Fractional-order Quaternion-valued Neural Networks  Image Encryption And Decryption  Quaternion-valued Linear Matrix Inequalities  
Dual low-rank structure embedding for robust visual information processing Journal article
Zhou, Jianhang, Zhang, Hengmin, Li, Shuyi, Zhang, Bob, Fang, Leyuan, Zhang, David. Dual low-rank structure embedding for robust visual information processing[J]. Knowledge-Based Systems, 2024, 296, 111821.
Authors:  Zhou, Jianhang;  Zhang, Hengmin;  Li, Shuyi;  Zhang, Bob;  Fang, Leyuan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/05/16
Low Rank  Structure Embedding  Bayesian Inference  Visual Information Processing