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Articles (49)
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A fast tri-factorization method for low-rank matrix recovery and completion

Yuanyuan Liu, L.C. Jiao, Fanhua Shang

Journal:

Pattern Recognition

Année:

2013

Langue:

english

Fichier:

PDF, 649 KB

english, 2013

Robust Positive semidefinite L-Isomap Ensemble

Fanhua Shang, L.C. Jiao, Jiarong Shi, Jing Chai

Journal:

Pattern Recognition Letters

Année:

2011

Langue:

english

Fichier:

PDF, 5.09 MB

english, 2011

An evidential reasoning based classification algorithm and its application for face recognition with class noise

Xiaodong Wang, F. Liu, L.C. Jiao, Zhiguo Zhou, Jingjing Yu, Bing Li, Jianrui Chen, Jiao Wu, Fanhua Shang

Journal:

Pattern Recognition

Année:

2012

Langue:

english

Fichier:

PDF, 835 KB

english, 2012

An efficient matrix bi-factorization alternative optimization method for low-rank matrix recovery and completion

Liu, Yuanyuan, Jiao, L.C., Shang, Fanhua, Yin, Fei, Liu, F.

Journal:

Neural Networks

Année:

2013

Langue:

english

Fichier:

PDF, 1.66 MB

english, 2013

Sparse regularization discriminant analysis for face recognition

Yin, Fei, Jiao, L.C., Shang, Fanhua, Xiong, Lin, Wang, Xiaodong

Journal:

Neurocomputing

Année:

2014

Langue:

english

Fichier:

PDF, 1.86 MB

english, 2014

Semi-supervised learning with nuclear norm regularization

Shang, Fanhua, Jiao, L.C., Liu, Yuanyuan, Tong, Hanghang

Journal:

Pattern Recognition

Année:

2013

Langue:

english

Fichier:

PDF, 779 KB

english, 2013

Double linear regressions for single labeled image per person face recognition

Yin, Fei, Jiao, L.C., Shang, Fanhua, Xiong, Lin, Mao, Shasha

Journal:

Pattern Recognition

Année:

2014

Langue:

english

Fichier:

PDF, 876 KB

english, 2014

An Efficient Matrix Factorization Method for Tensor Completion

Liu, Yuanyuan, Shang, Fanhua

Journal:

IEEE Signal Processing Letters

Année:

2013

Langue:

english

Fichier:

PDF, 1.01 MB

english, 2013

LFTF

Yang, Fan, Shang, Fanhua, Huang, Yuzhen, Cheng, James, Li, Jinfeng, Zhao, Yunjian, Zhao, Ruihao

Journal:

Proceedings of the VLDB Endowment

Année:

2017

Langue:

english

Fichier:

PDF, 2.82 MB

english, 2017

Sparse Manifold-Regularized Neural Networks for Polarimetric SAR Terrain Classification

Liu, Hongying, Shang, Fanhua, Yang, Shuyuan, Gong, Maoguo, Zhu, Tianwen, Jiao, Licheng

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2019

Langue:

english

Fichier:

PDF, 8.82 MB

english, 2019

[IEEE 2019 International Conference on Data Mining Workshops (ICDMW) - Beijing, China (2019.11.8-2019.11.11)] 2019 International Conference on Data Mining Workshops (ICDMW) - A Novel Deep Framework for Change Detection of Multi-source Heterogeneous Images

Liu, Hongying, Wang, Zhongshu, Shang, Fanhua, Zhang, Mingyang, Gong, Maoguo, Ge, Feihang, Jiao, Licheng

Année:

2019

Langue:

english

Fichier:

PDF, 3.51 MB

english, 2019

[IEEE 2019 International Conference on Data Mining Workshops (ICDMW) - Beijing, China (2019.11.8-2019.11.11)] 2019 International Conference on Data Mining Workshops (ICDMW) - Efficient Parallel Stochastic Variance Reduction Algorithms for Large-Scale SVD

Shang, Fanhua, Zhang, Zhihui, An, Yuying, Hu, Yang, Liu, Hongying

Année:

2019

Fichier:

PDF, 2.03 MB

2019

Semi-Supervised Deep Metric Learning Networks for Classification of Polarimetric SAR Data

Liu, Hongying, Luo, Ruyi, Shang, Fanhua, Meng, Xuechun, Gou, Shuiping, Hou, Biao

Journal:

Remote Sensing

Année:

2020

Fichier:

PDF, 3.98 MB

2020

Semantic Segmentation for SAR Image Based on Texture Complexity Analysis and Key Superpixels

Shang, Ronghua, Peng, Pei, Shang, Fanhua, Jiao, Licheng, Shen, Yifei, Stolkin, Rustam

Journal:

Remote Sensing

Année:

2020

Fichier:

PDF, 5.40 MB

2020

Fast density-weighted low-rank approximation spectral clustering

Fanhua Shang, L. C. Jiao, Jiarong Shi, Maoguo Gong, R. H. Shang

Journal:

Data Mining and Knowledge Discovery

Année:

2011

Langue:

english

Fichier:

PDF, 1.67 MB

english, 2011

Fast affinity propagation clustering: A multilevel approach

Fanhua Shang, L.C. Jiao, Jiarong Shi, Fei Wang, Maoguo Gong

Journal:

Pattern Recognition

Année:

2012

Langue:

english

Fichier:

PDF, 1.67 MB

english, 2012

Graph dual regularization non-negative matrix factorization for co-clustering

Fanhua Shang, L.C. Jiao, Fei Wang

Journal:

Pattern Recognition

Année:

2012

Langue:

english

Fichier:

PDF, 692 KB

english, 2012

Integrating Spectral Kernel Learning and Constraints in Semi-Supervised Classification

Fanhua Shang, L. C. Jiao, Yuanyuan Liu

Journal:

Neural Processing Letters

Année:

2012

Langue:

english

Fichier:

PDF, 562 KB

english, 2012

An efficient matrix factorization based low-rank representation for subspace clustering

Yuanyuan Liu, L.C. Jiao, Fanhua Shang

Journal:

Pattern Recognition

Année:

2013

Langue:

english

Fichier:

PDF, 828 KB

english, 2013

Fast semi-supervised clustering with enhanced spectral embedding

L.C. Jiao, Fanhua Shang, Fei Wang, Yuanyuan Liu

Journal:

Pattern Recognition

Année:

2012

Langue:

english

Fichier:

PDF, 1002 KB

english, 2012

Sparse coding and classifier ensemble based multi-instance learning for image categorization

Xiangfa Song, L.C. Jiao, Shuyuan Yang, Xiangrong Zhang, Fanhua Shang

Journal:

Signal Processing

Année:

2013

Langue:

english

Fichier:

PDF, 1.50 MB

english, 2013

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - Learning Spectral Embedding for Semi-supervised Clustering

Shang, Fanhua, Liu, Yuanyuan, Wang, Fei

Année:

2011

Langue:

english

Fichier:

PDF, 973 KB

english, 2011

[ACM Press the 18th ACM SIGKDD international conference - Beijing, China (2012.08.12-2012.08.16)] Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '12 - Semi-supervised learning with mixed knowledge information

Shang, Fanhua, Jiao, L.C., Wang, Fei

Année:

2012

Langue:

english

Fichier:

PDF, 465 KB

english, 2012

Fast Fisher Sparsity Preserving Projections

Fei Yin, L. C. Jiao, Fanhua Shang, Shuang Wang…

Journal:

Neural Computing and Applications

Année:

2013

Langue:

english

Fichier:

PDF, 1018 KB

english, 2013

Noonan's syndrome

Yin, Fei, Jiao, L.C., Shang, Fanhua, Xiong, Lin, Wang, Xiaodong

Journal:

The Lancet

Année:

1992

Langue:

english

Fichier:

PDF, 335 KB

english, 1992

Maximum margin multiple-instance feature weighting

Chai, Jing, Chen, Hongtao, Huang, Lixia, Shang, Fanhua

Journal:

Pattern Recognition

Année:

2014

Langue:

english

Fichier:

PDF, 502 KB

english, 2014

[IEEE 2014 IEEE International Conference on Data Mining (ICDM) - Shenzhen, China (2014.12.14-2014.12.17)] 2014 IEEE International Conference on Data Mining - Recovering Low-Rank and Sparse Matrices via Robust Bilateral Factorization

Shang, Fanhua, Liu, Yuanyuan, Cheng, James, Cheng, Hong

Année:

2014

Langue:

english

Fichier:

PDF, 459 KB

english, 2014

Robust bilinear factorization with missing and grossly corrupted observations

Shang, Fanhua, Liu, Yuanyuan, Tong, Hanghang, Cheng, James, Cheng, Hong

Journal:

Information Sciences

Année:

2015

Langue:

english

Fichier:

PDF, 1.82 MB

english, 2015

[ACM Press the 21st ACM international conference - Maui, Hawaii, USA (2012.10.29-2012.11.02)] Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12 - Learning spectral embedding via iterative eigenvalue thresholding

Shang, Fanhua, Jiao, L. C., Liu, Yuanyuan, Wang, Fei

Année:

2012

Langue:

english

Fichier:

PDF, 484 KB

english, 2012

[ACM Press the 23rd ACM International Conference - Shanghai, China (2014.11.03-2014.11.07)] Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management - CIKM '14 - Robust Principal Component Analysis with Missing Data

Shang, Fanhua, Liu, Yuanyuan, Cheng, James, Cheng, Hong

Année:

2014

Langue:

english

Fichier:

PDF, 2.91 MB

english, 2014

Generalized Higher Order Orthogonal Iteration for Tensor Learning and Decomposition

Liu, Yuanyuan, Shang, Fanhua, Fan, Wei, Cheng, James, Cheng, Hong

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2015

Langue:

english

Fichier:

PDF, 2.57 MB

english, 2015

Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications

Shang, Fanhua, Cheng, James, Liu, Yuanyuan, Luo, Zhi-Quan, Lin, Zhouchen

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2017

Langue:

english

Fichier:

PDF, 8.67 MB

english, 2017

Fuzzy Double Trace Norm Minimization for Recommendation Systems

Shang, Fanhua, Liu, Yuanyuan, Cheng, James, Yan, Da

Journal:

IEEE Transactions on Fuzzy Systems

Année:

2017

Langue:

english

Fichier:

PDF, 709 KB

english, 2017

LRR for Subspace Segmentation via Tractable Schatten-$p$ Norm Minimization and Factorization

Zhang, Hengmin, Yang, Jian, Shang, Fanhua, Gong, Chen, Zhang, Zhenyu

Journal:

IEEE Transactions on Cybernetics

Année:

2018

Langue:

english

Fichier:

PDF, 3.34 MB

english, 2018

Semi-supervised Tensorial Locally Linear Embedding for Feature Extraction using PolSAR Data

Liu, Hongying, Wang, Zhi, Shang, Fanhua, Shuyuan, Yang, Gou, Shuiping, Jiao, Licheng

Journal:

IEEE Journal of Selected Topics in Signal Processing

Année:

2018

Langue:

english

Fichier:

PDF, 1.76 MB

english, 2018

VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning

Shang, Fanhua, Zhou, Kaiwen, Liu, Hongying, Cheng, James, Tsang, Ivor, Zhang, Lijun, Tao, Dacheng, Licheng, Jiao

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2018

Langue:

english

Fichier:

PDF, 1.41 MB

english, 2018

Local Discriminative Based Sparse Subspace Learning for Feature Selection

Shang, Ronghua, Meng, Yang, Wang, Wenbing, Shang, Fanhua, Jiao, Licheng

Journal:

Pattern Recognition

Année:

2019

Fichier:

PDF, 1.28 MB

2019

Local Discriminative Based Sparse Subspace Learning for Feature Selection

Shang, Ronghua, Meng, Yang, Wang, Wenbing, Shang, Fanhua, Jiao, Licheng

Journal:

Pattern Recognition

Année:

2019

Langue:

english

Fichier:

PDF, 1.28 MB

english, 2019

Sparse and low-redundant subspace learning-based dual-graph regularized robust feature selection

Shang, Ronghua, Xu, Kaiming, Shang, Fanhua, Jiao, Licheng

Journal:

Knowledge-Based Systems

Année:

2019

Langue:

english

Fichier:

PDF, 4.60 MB

english, 2019

Sparse and low-redundant subspace learning-based dual-graph regularized robust feature selection

Shang, Ronghua, Xu, Kaiming, Shang, Fanhua, Jiao, Licheng

Journal:

Knowledge-Based Systems

Année:

2019

Fichier:

PDF, 4.60 MB

2019

Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation

Meng, Yang, Shang, Ronghua, Shang, Fanhua, Jiao, Licheng, Yang, Shuyuan, Stolkin, Rustam

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2019

Langue:

english

Fichier:

PDF, 3.67 MB

english, 2019

Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation

Meng, Yang, Shang, Ronghua, Shang, Fanhua, Jiao, Licheng, Yang, Shuyuan, Stolkin, Rustam

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2019

Fichier:

PDF, 3.67 MB

2019

[IEEE 2019 International Conference on Data Mining Workshops (ICDMW) - Beijing, China (2019.11.8-2019.11.11)] 2019 International Conference on Data Mining Workshops (ICDMW) - signADAM++: Learning Confidences for Deep Neural Networks

Wang, Dong, Liu, Yicheng, Tang, Wenwo, Shang, Fanhua, Liu, Hongying, Sun, Qigong, Jiao, Licheng

Année:

2019

Langue:

english

Fichier:

PDF, 866 KB

english, 2019

Cyclin A2 is essential for mouse gonocyte maturation

Ma, Fanhua, Wang, Xiangyuan, Chung, Sanny S. W., Sicinski, Piotr, Shang, Enyuan, Wolgemuth, Debra J.

Journal:

Cell Cycle

Année:

2020

Fichier:

PDF, 7.43 MB

2020

Accelerated Variance Reduction Stochastic ADMM for Large-Scale Machine Learning

Liu, Yuanyuan, Shang, Fanhua, Liu, Hongying, Kong, Lin, Licheng, Jiao, Lin, Zhouchen

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2020

Fichier:

PDF, 1.47 MB

2020

A Unified Scalable Equivalent Formulation for Schatten Quasi-Norms

Shang, Fanhua, Liu, Yuanyuan, Shang, Fanjie, Liu, Hongying, Kong, Lin, Jiao, Licheng

Journal:

Mathematics

Année:

2020

Fichier:

PDF, 7.59 MB

2020

Stochastic Recursive Gradient Support Pursuit and Its Sparse Representation Applications

Shang, Fanhua, Wei, Bingkun, Liu, Yuanyuan, Liu, Hongying, Wang, Shuang, Jiao, Licheng

Journal:

Sensors

Année:

2020

Fichier:

PDF, 6.06 MB

2020

Global Convergence Guarantees of (A)GIST for a Family of Nonconvex Sparse Learning Problems

Zhang, Hengmin, Qian, Feng, Shang, Fanhua, Du, Wenli, Qian, Jianjun, Yang, Jian

Journal:

IEEE Transactions on Cybernetics

Année:

2020

Fichier:

PDF, 1.89 MB

2020

Deep Fuzzy Graph Convolutional Networks for PolSAR Imagery Pixel-wise Classification

Liu, Hongying, Zhu, Tianwen, Shang, Fanhua, Liu, Yuanyuan, Lv, Derui, Shuyuan, Yang

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Année:

2020

Fichier:

PDF, 3.11 MB

2020