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Robust Discriminative t-Linear Subspace Learning for Image Feature Extraction Journal article
Liu, Kangdao, Xiao, Xiaolin, You, Jinkun, Zhou, Yicong. Robust Discriminative t-Linear Subspace Learning for Image Feature Extraction[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(8), 7315-7327.
Authors:  Liu, Kangdao;  Xiao, Xiaolin;  You, Jinkun;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/05/16
Dimensionality Reduction  Image Feature Extraction  Subspace Learning  T-product  
A 47-nW Voice Activity Detector (VAD) Featuring a Short-Time CNN Feature Extractor and an RNN-Based Classifier with a Non-Volatile CAP-ROM Journal article
Jinhai Lin, Ka-Fai Un, Wei-Han Yu, Rui P. Martins, Pui-In Mak. A 47-nW Voice Activity Detector (VAD) Featuring a Short-Time CNN Feature Extractor and an RNN-Based Classifier with a Non-Volatile CAP-ROM[J]. IEEE Journal of Solid State Circuits, 2023, 58(11), 3020 - 3029.
Authors:  Jinhai Lin;  Ka-Fai Un;  Wei-Han Yu;  Rui P. Martins;  Pui-In Mak
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:4.6/5.6 | Submit date：2023/08/03
Capacitor-rom (Cap-rom)  Edge Computing  Feature Extraction  Model Reduction  Non-volatile Memory  Switched-capacitor Circuits  Voice Activity Detector (Vad)  Receptive Field  Recurrent Neural Network (Rnn)  
A survey on multi-label feature selection from perspectives of label fusion Journal article
Qian, Wenbin, Huang, Jintao, Xu, Fankang, Shu, Wenhao, Ding, Weiping. A survey on multi-label feature selection from perspectives of label fusion[J]. Information Fusion, 2023, 100, 101948.
Authors:  Qian, Wenbin;  Huang, Jintao;  Xu, Fankang;  Shu, Wenhao;  Ding, Weiping
Favorite | TC[WOS]:18 TC[Scopus]:19  IF:14.7/16.1 | Submit date：2023/09/21
Dimensionality Reduction  Label Correlation  Label Enhancement  Label Fusion  Multi-label Feature Selection  Multi-label Learning  
Diverse feature extraction techniques in internet search query to forecast tourism demand: An in-depth comparison Journal article
Hu, Tao, Wang, Haiyan, Law, Rob, Geng, Juan. Diverse feature extraction techniques in internet search query to forecast tourism demand: An in-depth comparison[J]. Tourism Management Perspectives, 2023, 47, 101116.
Authors:  Hu, Tao;  Wang, Haiyan;  Law, Rob;  Geng, Juan
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:7.3/8.0 | Submit date：2023/07/20
Covd-19  Dimension Reduction  Feature Extraction Techniques  Search Query Data  Tourism Forecasting  
Spectral-Spatial Feature Extraction With Dual Graph Autoencoder for Hyperspectral Image Clustering Journal article
Zhang, Yongshan, Wang, Yang, Chen, Xiaohong, Jiang, Xinwei, Zhou, Yicong. Spectral-Spatial Feature Extraction With Dual Graph Autoencoder for Hyperspectral Image Clustering[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 32(12), 8500-8511.
Authors:  Zhang, Yongshan;  Wang, Yang;  Chen, Xiaohong;  Jiang, Xinwei;  Zhou, Yicong
Favorite | TC[WOS]:28 TC[Scopus]:36  IF:8.3/7.1 | Submit date：2023/01/30
Autoencoder  Dimensionality Reduction  Feature Extraction  Graph Convolution  Hyperspectral Imagery  
Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction Journal article
Lu, Xiaohuan, Long, Jiang, Wen, Jie, Fei, Lunke, Zhang, Bob, Xu, Yong. Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction[J]. PATTERN RECOGNITION, 2022, 131, 108844.
Authors:  Lu, Xiaohuan;  Long, Jiang;  Wen, Jie;  Fei, Lunke;  Zhang, Bob; et al.
Favorite | TC[WOS]:27 TC[Scopus]:28  IF:7.5/7.6 | Submit date：2022/08/02
Dimensionality Reduction  Feature Extraction  Graph Embedding  Unsupervised Learning  
Accurate and Efficient Large-Scale Multi-Label Learning With Reduced Feature Broad Learning System Using Label Correlation Journal article
Huang, Jintao, Vong, Chi Man, Chen, C. L.P., Zhou, Yimin. Accurate and Efficient Large-Scale Multi-Label Learning With Reduced Feature Broad Learning System Using Label Correlation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 34(12), 10240-10253.
Authors:  Huang, Jintao;  Vong, Chi Man;  Chen, C. L.P.;  Zhou, Yimin
Favorite | TC[WOS]:13 TC[Scopus]:11  IF:10.2/10.4 | Submit date：2022/05/17
Broad Learning System (Bls)  Multi-label Classification  Large-scale Data  Feature Reduction  Support Vector Machines  Deep Learning  Kernel  Computational Modeling  Task Analysis  Learning Systems  Training  
Discriminative Dimension Reduction via Maximin Separation Probability Analysis Journal article
Yang, Le, Song, Shiji, Li, Shuang, Chen, Yiming, Philip Chen, C. L.. Discriminative Dimension Reduction via Maximin Separation Probability Analysis[J]. IEEE Transactions on Cybernetics, 2021, 51(8), 4100-4111.
Authors:  Yang, Le;  Song, Shiji;  Li, Shuang;  Chen, Yiming;  Philip Chen, C. L.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:9.4/10.3 | Submit date：2021/12/08
Data Visualization  Discriminative Dimension Reduction (Dr)  Feature Extraction  Linear Discriminant Analysis (Lda)  Second-order Cone Programming (Socp)  
2D Quaternion Sparse Discriminant Analysis Journal article
Xiaolin Xiao, Yongyong Chen, Yuejiao Gong, Yicong Zhou. 2D Quaternion Sparse Discriminant Analysis[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 29, 2271-2286.
Authors:  Xiaolin Xiao;  Yongyong Chen;  Yuejiao Gong;  Yicong Zhou
Favorite | TC[WOS]:16 TC[Scopus]:17  IF:10.8/12.1 | Submit date：2022/07/09
Linear Discriminant Analysis  2d-qsda  Dimension Reduction  Sparse Feature Extraction  Rgb Image  
Distribution preserving learning for unsupervised feature selection Journal article
Ting Xie, Pengfei Ren, Taiping Zhang, Yuan Yan Tang. Distribution preserving learning for unsupervised feature selection[J]. Neurocomputing, 2018, 289, 231-240.
Authors:  Ting Xie;  Pengfei Ren;  Taiping Zhang;  Yuan Yan Tang
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:5.5/5.5 | Submit date：2018/10/30
Feature Selection  Density Preserving  Kernel Density Estimation  Dimensionality Reduction  Data Mining