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Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 9,Page: 4712-4726
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Hua, Zhongyun;  Zhou, Yicong
Favorite |  | TC[WOS]:16 TC[Scopus]:15 | Submit date：2022/05/13
Adaptive Learning  Clustering Methods  Complexity Theory  Computational Modeling  Learning Systems  Low-rank Representation (Lrr)  Markov Chain  Multiview Clustering  Sparse Matrices  Spectral Clustering.  Task Analysis  Tensors  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 8,Page: 3675-3777
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2021/03/09
Collaboration  Collaborative Representation Learning (Crl)  Context Modeling  Correlation  Data Models  Electronic Mail  Global And Local Contexts  Learning Systems  Network Embeddings  Network Representation Learning (Nrl)  Network Topology  Topic Modeling.  
Broad and deep neural network for high-dimensional data representation learning Journal article
Information Sciences, 2022,Volume: 599,Page: 127-146
Authors:  Feng, Qiying;  Liu, Zhulin;  Chen, C. L.Philip
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date：2022/05/13
Broad And Deep Architecture  Broading Learning System  High-dimensional Data  Representation Learning  
Data Representation by Joint Hypergraph Embedding and Sparse Coding Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022,Volume: 34,Issue: 5,Page: 2106-2119
Authors:  Zhong, Guo;  Pun, Chi Man
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date：2022/05/13
Data Clustering  Data Representation  Hypergraph Learning  Kernel Trick  Matrix Factorization  
Multi-local Collaborative AutoEncoder Journal article
Knowledge-Based Systems, 2022,Volume: 239
Authors:  Chu, Jielei;  Wang, Hongjun;  Liu, Jing;  Gong, Zhiguo;  Li, Tianrui
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/03/28
Autoencoder  Deep Collaborative Representation  Feature Learning  Restricted Boltzmann Machine  Unsupervised Clustering  
Toward Efficient Palmprint Feature Extraction by Learning a Single-Layer Convolution Network Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Fei, Lunke;  Zhao, Shuping;  Jia, Wei;  Zhang, Bob;  Wen, Jie;  Xu, Yong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/17
Biometrics  Codes  Collaboration  Compact Convolution Network  Convolution  Feature Extraction  Joint Feature Learning  Palmprint Recognition  Palmprint Recognition.  Representation Learning  Training  
Marginalized Graph Self-Representation for Unsupervised Hyperspectral Band Selection Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Zhang, Yongshan;  Wang, Xinxin;  Jiang, Xinwei;  Zhou, Yicong
Favorite |  | TC[WOS]:3 TC[Scopus]:9 | Submit date：2022/05/17
Graph Convolution  Hyperspectral Band Selection  Marginalized Corruption  Self-representation (Sr)  Unsupervised Learning  
Dynamic Tri-Level Relation Mining With Attentive Graph for Visible Infrared Re-Identification Journal article
IEEE Transactions on Information Forensics and Security, 2022,Volume: 17,Page: 386-398
Authors:  Ye, Mang;  Chen, Cuiqun;  Shen, Jianbing;  Shao, Ling
Favorite |  | TC[WOS]:8 TC[Scopus]:9 | Submit date：2022/05/17
Feature Extraction  Image Color Analysis  Noise Measurement  Periodic Structures  Representation Learning  Robustness  Training  
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training Journal article
IEEE Transactions on Big Data, 2022
Authors:  Qiao, Ziyue;  Fu, Yanjie;  Wang, Pengyang;  Xiao, Meng;  Ning, Zhiyuan;  Du, Yi;  Zhou, Yuanchun
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/17
Computational Modeling  Contrastive Learning  Data Mining  Data Models  Graph Representation Learning  Pre-training  Predictive Models  Semantics  Task Analysis  Transformer  Transformers  
A Joint Spatiotemporal Video Compression Based on Stochastic Adaptive Fourier Decomposition Journal article
IEEE Signal Processing Letters, 2022
Authors:  Dai, Lei;  Zhang, Liming
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/05
Dictionaries  Encoding  Kernel  Machine Learning  Quantization (Signal)  Sparse Representation  Spatiotemporal Phenomena  Stochastic Adaptive Fourier Decomposition  Three-dimensional Displays  Video Compression  Video Compression