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Hypergraph p-Laplacian Regularization for Remotely Sensed Image Recognition Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2019,Volume: 57,Issue: 3,Page: 1585 - 1595
Authors:  Xueqi Ma;  Weifeng Liu;  Shuying Li;  Dapeng Tao;  Yicong Zhou
Favorite  |  View/Download:15/0  |  Submit date:2019/03/26
Hypergraph  Manifold Learning  P-laplacian  Remote Sensing  Semi-supervised Learning  
Canonical Correlation Analysis Regularization: An Effective Deep Multi-View Learning Baseline for RGB-D Object Recognition Journal article
IEEE Transactions on Cognitive and Developmental Systems, 2019,Volume: 11,Issue: 1,Page: 107 - 118
Authors:  Lulu Tang;  Zhi-Xin Yang;  Kui Jia
Favorite  |  View/Download:11/0  |  Submit date:2019/04/04
A Regularized Variable Projection Algorithm for Separable Nonlinear Least-Squares Problems Journal article
IEEE Transactions on Automatic Control, 2019,Volume: 64,Issue: 2,Page: 526-537
Authors:  Chen G.-Y.;  Gan M.;  Chen C.L.P.;  Li H.-X.
Favorite  |  View/Download:7/0  |  Submit date:2019/02/11
Data fitting  regularization  separable nonlinear least squares (SNLLS)  variable projection (VP)  weighted generalized cross validation (WGCV)  
A single-objective EPR based model for creep index of soft clays considering L2 regularization Journal article
Engineering Geology, 2019,Volume: 248,Page: 242-255
Authors:  Jin Y.-F.;  Yin Z.-Y.;  Zhou W.-H.;  Yin J.-H.;  Shao J.-F.
Favorite  |  View/Download:5/0  |  Submit date:2018/12/21
Atterberg limits  Creep  Evolutionary polynomial regression  Model selection  Optimization  Soft clays  
Multiple Kernel Fuzzy Clustering with Unsupervised Random Forests Kernel and Matrix-Induced Regularization Journal article
IEEE Access, 2019,Volume: 7,Page: 3967-3979
Authors:  Zhao Y.-P.;  Chen L.;  Gan M.;  Philip Chen C.L.
Favorite  |  View/Download:13/0  |  Submit date:2019/02/13
Fuzzy clustering  multiple kernel  regularization  unsupervised random forests  
Regularized robust Broad Learning System for uncertain data modeling Journal article
NEUROCOMPUTING, 2018,Volume: 322,Page: 58-69
Authors:  Jin, Jun-Wei;  Chen, C. L. Philip
Favorite  |  View/Download:12/0  |  Submit date:2018/10/31
Broad Learning System  Outliers  Robustness  Augmented Lagrange Multiplier  Regularization  Laplacian distribution  
Hessian Regularized Multi-task Dictionary Learning for Remote Sensing Image Recognition Journal article
IEEE Geoscience and Remote Sensing Letters, 2018,Page: 1 - 5
Authors:  Guanhua Feng;  Weifeng Liu;  Shuying Li;  Dapeng Tao;  Yicong Zhou
Favorite  |  View/Download:0/0  |  Submit date:2019/03/26
Hessian Regularization  Multitask Dictionary Learning  Remote Sensing (Rs) Image Recognition  
Tensor Nuclear Norm-Based Low-Rank Approximation With Total Variation Regularization Journal article
IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2018,Volume: 12,Issue: 6,Page: 1364-1377
Authors:  Chen, Yongyong;  Wang, Shuqin;  Zhou, Yicong
Favorite  |  View/Download:5/0  |  Submit date:2019/01/17
Low-rank tensor approximation  tensor nuclear norm  hyper total variation  spatial-spectral total variation  image denoising  
Graph-based multiple rank regression for image classification Journal article
NEUROCOMPUTING, 2018,Volume: 315,Page: 394-404
Authors:  Yuan, Haoliang;  Li, Junyu;  Lai, Loi Lei;  Tang, Yuan Yan
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
Multiple rank regression  Graph regularization  Image classification  
Discriminative graph regularized broad learning system for image recognition Journal article
SCIENCE CHINA-INFORMATION SCIENCES, 2018,Volume: 61,Issue: 11
Authors:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
Favorite  |  View/Download:15/0  |  Submit date:2019/01/17
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning