Zongben Xu: search on Z-Library

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1

ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing

Yang, Yan, Sun, Jian, LI, HUIBIN, Xu, Zongben

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2018

Language:

english

File:

PDF, 7.10 MB

english, 2018

2

Optimizing a Parameterized Plug-and-Play ADMM for Iterative Low-Dose CT Reconstruction

He, Ji, Yang, Yan, Wang, Yongbo, Zeng, Dong, Bian, Zhaoying, Zhang, Hao, Sun, Jian, Xu, Zongben, Ma, Jianhua

Journal:

IEEE Transactions on Medical Imaging

Year:

2018

Language:

english

File:

PDF, 5.27 MB

english, 2018

3

Regularization: A Thresholding Representation Theory and a Fast Solver

Zongben Xu, Xiangyu Chang, Fengmin Xu, Hai Zhang

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2012

Language:

english

File:

PDF, 1.51 MB

english, 2012

4

Enhancing Low-Rank Subspace Clustering by Manifold Regularization

Liu, Junmin, Chen, Yijun, Zhang, Jiangshe, Xu, Zongben

Journal:

IEEE Transactions on Image Processing

Year:

2014

Language:

english

File:

PDF, 2.94 MB

english, 2014

5

Three improved neural network models for air quality forecasting

Wang, Wenjian, Xu, Zongben, Weizhen Lu, Jane

Journal:

Engineering Computations

Year:

2003

Language:

english

File:

PDF, 501 KB

english, 2003

6

Restricted p-isometry properties of nonconvex block-sparse compressed sensing

Wang, Yao, Wang, Jianjun, Xu, Zongben

Journal:

Signal Processing

Year:

2014

Language:

english

File:

PDF, 452 KB

english, 2014

7

Model-driven deep-learning

Xu, Zongben, Sun, Jian

Journal:

National Science Review

Year:

2018

Language:

english

File:

PDF, 226 KB

english, 2018

8

Improve robustness of sparse PCA by L1-norm maximization

Deyu Meng, Qian Zhao, Zongben Xu

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 997 KB

english, 2012

9

Poisson image fusion based on Markov random field fusion model

Sun, Jian, Zhu, Hongyan, Xu, Zongben, Han, Chongzhao

Journal:

Information Fusion

Year:

2013

Language:

english

File:

PDF, 3.58 MB

english, 2013

10

Unsupervised MR-to-CT Synthesis using Structure-Constrained CycleGAN

Yang, Heran, Sun, Jian, Carass, Aaron, Zhao, Can, Lee, Junghoon, Prince, Jerry L., Xu, Zongben

Journal:

IEEE Transactions on Medical Imaging

Year:

2020

File:

PDF, 1.24 MB

2020

11

New Trends of Learning in Computational Intelligence (Part II) [Guest Editorial]

Huang, Guang-Bin, Cambria, Erik, Toh, Kar-Ann, Widrow, Bernard, Xu, Zongben

Journal:

IEEE Computational Intelligence Magazine

Year:

2015

Language:

english

File:

PDF, 181 KB

english, 2015

12

Exploring Big Data Analysis: Fundamental Scientific Problems

Xu, Zongben, Shi, Yong

Journal:

Annals of Data Science

Year:

2015

Language:

english

File:

PDF, 431 KB

english, 2015

13

On the uniform continuity of metric projections in Banach spaces

Xu Zongben,G. F. Roach

Journal:

Analysis in Theory and Applications

Year:

1992

Language:

english

File:

PDF, 357 KB

english, 1992

14

A Novel Dual Approach to Nonlinear Semigroups of Lipschitz Operators

Jigen Peng and Zongben Xu

Journal:

Transactions of the American Mathematical Society

Year:

2005

Language:

english

File:

PDF, 1.17 MB

english, 2005

15

A new quality assessment criterion for nonlinear dimensionality reduction

Deyu Meng, Yee Leung, Zongben Xu

Journal:

Year:

2011

Language:

english

File:

PDF, 1.34 MB

english, 2011

16

[Communications in Computer and Information Science] Big Data Volume 945 (6th CCF Conference, Big Data 2018, Xi'an, China, October 11-13, 2018, Proceedings) || RUPredHadoop: Resources Utilization Predictor for Hadoop with Large-Scale Clusters

Xu, Zongben, Gao, Xinbo, Miao, Qiguang, Zhang, Yunquan, Bu, Jiajun

Year:

2018

Language:

english

File:

PDF, 2.40 MB

english, 2018

17

HyperAdam: A Learnable Task-Adaptive Adam for Network Training

Wang, Shipeng, Sun, Jian, Xu, Zongben

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

File:

PDF, 2.38 MB

2019

18

An expanded Phillips theory and its application to differential operators

Guangsheng Wei, Zongben Xu

Journal:

Journal of Functional Analysis

Year:

2005

Language:

english

File:

PDF, 355 KB

english, 2005

19

Learning performance of Tikhonov regularization algorithm with geometrically beta-mixing observations

Bin Zou, Rong Chen, Zongben Xu

Journal:

Journal of Statistical Planning and Inference

Year:

2011

Language:

english

File:

PDF, 197 KB

english, 2011

20

Estimation of learning rate of least square algorithm via Jackson operator

Yongquan Zhang, Feilong Cao, Zongben Xu

Journal:

Year:

2011

Language:

english

File:

PDF, 400 KB

english, 2011

21

Generalization performance of Gaussian kernels SVMC based on Markov sampling

Xu, Jie, Tang, Yuan Yan, Zou, Bin, Xu, Zongben, Li, Luoqing, Lu, Yang

Journal:

Neural Networks

Year:

2014

Language:

english

File:

PDF, 673 KB

english, 2014

22

Passage method for nonlinear dimensionality reduction of data on multi-cluster manifolds

Meng, Deyu, Leung, Yee, Xu, Zongben

Journal:

Pattern Recognition

Year:

2013

Language:

english

File:

PDF, 2.91 MB

english, 2013

23

Some properties of subharmonic functions on complete Riemannian manifolds and their geometric applications

Zhang, Zonglao, Xu, Zongben

Journal:

Journal of Mathematics of Kyoto University

Year:

2004

Language:

english

File:

PDF, 116 KB

english, 2004

24

Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network

Cao, Xiangyong, Zhou, Feng, Xu, Lin, Meng, Deyu, Xu, Zongben, Paisley, John

Journal:

IEEE Transactions on Image Processing

Year:

2018

Language:

english

File:

PDF, 2.31 MB

english, 2018

25

[Communications in Computer and Information Science] Big Data Volume 945 (6th CCF Conference, Big Data 2018, Xi'an, China, October 11-13, 2018, Proceedings) || Real-Time Scientific Impact Prediction in Twitter

Xu, Zongben, Gao, Xinbo, Miao, Qiguang, Zhang, Yunquan, Bu, Jiajun

Year:

2018

Language:

english

File:

PDF, 1.03 MB

english, 2018

26

A problem of D.H. Lehmer and its mean square value formula

Wenpeng Zhang, Xu Zongben, Yi Yuan

Journal:

Journal of Number Theory

Year:

2003

Language:

english

File:

PDF, 185 KB

english, 2003

27

The learning performance of support vector machine classification based on Markov sampling

Bin Zou, ZhiMing Peng, ZongBen Xu

Journal:

SCIENCE CHINA Information Sciences

Year:

2013

Language:

english

File:

PDF, 297 KB

english, 2013

28

MAXIMAL ACCRETIVE REALIZATIONS OF REGULAR STURM???LIOUVILLE DIFFERENTIAL OPERATORS

XU, ZONGBEN, WEI, GUANGSHENG, FERGOLA, PAOLO

Journal:

Journal of the London Mathematical Society

Year:

2002

Language:

english

File:

PDF, 329 KB

english, 2002

29

On parallel multisplitting block iterative methods for linear systems arising in the numerical solution of Euler equations

Zhang, Cheng-yi, Luo, Shuanghua, Xu, Zongben

Journal:

Journal of Computational and Applied Mathematics

Year:

2015

Language:

english

File:

PDF, 409 KB

english, 2015

30

Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling

Bin Zou,, Luoqing Li,, Zongben Xu,, Tao Luo,, Yuan Yan Tang,

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2013

Language:

english

File:

PDF, 828 KB

english, 2013

31

Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery

Xie, Qi, Zhao, Qian, Meng, Deyu, Xu, Zongben

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2017

Language:

english

File:

PDF, 17.04 MB

english, 2017

32

The generalization performance of ERM algorithm with

Bin Zou, Luoqing Li, Zongben Xu

Journal:

Machine Learning

Year:

2009

Language:

english

File:

PDF, 452 KB

english, 2009

33

Re-scale AdaBoost for Attack Detection in Collaborative Filtering Recommender Systems

Yang, Zhihai, Xu, Lin, Cai, Zhongmin, Xu, Zongben

Journal:

Knowledge-Based Systems

Year:

2016

Language:

english

File:

PDF, 6.30 MB

english, 2016

34

Learning With ℓ¹-Regularizer Based on Markov Resampling

Gong, Tieliang, Zou, Bin, Xu, Zongben

Journal:

IEEE Transactions on Cybernetics

Year:

2015

Language:

english

File:

PDF, 1.16 MB

english, 2015

35

A new approach for extracting the amplitude spectrum of the seismic wavelet from the seismic traces

Gao, Jinghuai, Zhang, Bing, Han, Weimin, Peng, Jigen, Xu, Zongben

Journal:

Inverse Problems

Year:

2017

Language:

english

File:

PDF, 977 KB

english, 2017

36

Gradient Profile Prior and Its Applications in Image Super-Resolution and Enhancement

Jian Sun, Jian Sun, Zongben Xu, Heung-Yeung Shum

Journal:

IEEE Transactions on Image Processing

Year:

2011

Language:

english

File:

PDF, 2.08 MB

english, 2011

37

A block coordinate descent approach for sparse principal component analysis

Zhao, Qian, Meng, Deyu, Xu, Zongben, Gao, Chenqiang

Journal:

Year:

2015

Language:

english

File:

PDF, 846 KB

english, 2015

38

Convergence of multi-block Bregman ADMM for nonconvex composite problems

Wang, Fenghui, Cao, Wenfei, Xu, Zongben

Journal:

SCIENCE CHINA Information Sciences

Year:

2018

Language:

english

File:

PDF, 1.32 MB

english, 2018

39

Quantitative Studies on Asymptotic Growth Behaviors of Trajectories of Nonlinear Discrete Dynamical Systems

Wang, Lisheng, Xu, Zongben

Journal:

IEEE Transactions on Automatic Control

Year:

2014

Language:

english

File:

PDF, 1.41 MB

english, 2014

40

$L_{1}$ -Norm Low-Rank Matrix Factorization by Variational Bayesian Method

Zhao, Qian, Meng, Deyu, Xu, Zongben, Zuo, Wangmeng, Yan, Yan

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 4.44 MB

english, 2015

41

An Optimized Deep Network Representation of Multimutation Differential Evolution and Its Application in Seismic Inversion

Gao, Zhaoqi, Pan, Zhibin, Zuo, Chen, Gao, Jinghuai, Xu, Zongben

Journal:

IEEE Transactions on Geoscience and Remote Sensing

Year:

2019

Language:

english

File:

PDF, 11 KB

english, 2019

42

Proportion-based robust optimization and team orienteering problem with interval data

Ke, Liangjun, Xu, Zongben, Feng, Zuren, Shang, Ke, Qian, Xueming

Journal:

European Journal of Operational Research

Year:

2013

Language:

english

File:

PDF, 397 KB

english, 2013

43

Almost optimal estimates for approximation and learning by radial basis function networks

Lin, Shaobo, Liu, Xia, Rong, Yuanhua, Xu, Zongben

Journal:

Machine Learning

Year:

2014

Language:

english

File:

PDF, 669 KB

english, 2014

44

Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising

Xie, Qi, Zhao, Qian, Xu, Zongben, Meng, Deyu

Journal:

SCIENCE CHINA Information Sciences

Year:

2020

File:

PDF, 2.34 MB

2020

45

The Generalization Performance of Regularized Regression Algorithms Based on Markov Sampling

Zou, Bin, Tang, Yuan Yan, Xu, Zongben, Li, Luoqing, Xu, Jie, Lu, Yang

Journal:

IEEE Transactions on Cybernetics

Year:

2014

Language:

english

File:

PDF, 9.23 MB

english, 2014

46

Optimal rate of the regularized regression learning algorithm

Zhang, Yongquan, Cao, Feilong, Xu, Zongben

Journal:

International Journal of Computer Mathematics

Year:

2011

Language:

english

File:

PDF, 138 KB

english, 2011

47

Fast and Efficient Strategies for Model Selection of Gaussian Support Vector Machine

Zongben Xu, Mingwei Dai, Deyu Meng

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

2009

Language:

english

File:

PDF, 1.11 MB

english, 2009

48

OMMDE-Net: A Deep Learning-Based Global Optimization Method for Seismic Inversion

Gao, Zhaoqi, Li, Chuang, Yang, Tao, Pan, Zhibin, Gao, Jinghuai, Xu, Zongben

Journal:

IEEE Geoscience and Remote Sensing Letters

Year:

2020

Language:

english

File:

PDF, 372 KB

english, 2020

49

New Trends of Learning in Computational Intelligence [Guest Editorial]

Huang, Guang-Bin, Cambria, Erik, Toh, Kar-Ann, Widrow, Bernard, Xu, Zongben

Journal:

IEEE Computational Intelligence Magazine

Year:

2015

Language:

english

File:

PDF, 858 KB

english, 2015

50

On The Classification of Binary Optimal Self-Orthogonal Codes

Ruihu Li, Zongben Xu, Xuejun Zhao

Journal:

IEEE Transactions on Information Theory

Year:

2008

Language:

english

File:

PDF, 245 KB

english, 2008

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