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Resting-state functional connectivity of social brain regions predicts motivated dishonesty Journal article
NeuroImage, 2022,Volume: 256
Authors:  Pang, Luoyao;  Li, Huidi;  Liu, Quanying;  Luo, YueJia;  Mobbs, Dean;  Wu, Haiyan
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Functional Connectivity  Resting-state Fmri  Dishonesty  Machine Learning  Predictive Modeling  Reproducibility  
Reproducing kernel representation of the solution of second order linear three-point boundary value problem Journal article
Mathematical Methods in the Applied Sciences, 2022
Authors:  Bai, Hongfang;  Leong, Ieng Tak;  Dang, Pei
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Numerical Solutions  Reproducing Kernel Hilbert Space  Three-point Boundary Value Problem  W-poafd  Weak Maximal Selection Principle  
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
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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
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Data Clustering  Data Representation  Hypergraph Learning  Kernel Trick  Matrix Factorization  
Generalized and Discriminative Collaborative Representation for Multiclass Classification Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 5,Page: 2675-2686
Authors:  Wang, Yulong;  Tan, Yap Peng;  Tang, Yuan Yan;  Chen, Hong;  Zou, Cuiming;  Li, Luoqing
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Classification  Collaborative Representation  Regularization  Subspace  
Incorporating Linear Regression Problems Into An Adaptive Framework with Feasible Optimizations Journal article
IEEE Transactions on Multimedia, 2022
Authors:  Zhang, Hengmin;  Qian, Feng;  Zhang, Bob;  Du, Wenli;  Qian, Jianjun;  Yang, Jian
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Adaptation Models  Convergence  Convergence Analysis The Authors Would Like To Thank The ediTors And The Anonymous Reviewers For Their Critical And Constructive Comments And Suggestions  Convex Vector And Matrix Norm  Iteratively Re-weighted Algorithm  Linear Regression  Linear Regression  Loss Measurement  Matrices  Optimization  Sparse Matrices  
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising Conference paper
Singapore, Singapore, 23-27 May 2022
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
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Learning ordinal constraint binary codes for fast similarity search Journal article
Information Processing and Management, 2022,Volume: 59,Issue: 3
Authors:  Zhang, Zheng;  Pun, Chi Man
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Compact Code Learning  Hashing-based Image Retrieval  Ordinal Graph Learning  Semantic-preserving Hashing  Similarity Comparison  
Deep High-Order Tensor Convolutional Sparse Coding for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Cheng, Chunbo;  Li, Hong;  Peng, Jiangtao;  Cui, Wenjing;  Zhang, Liming
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Deep High-order Tensor Convolutional Sparse Coding (Csc)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
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Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis