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1

Multi-view learning overview: Recent progress and new challenges

Zhao, Jing, Xie, Xijiong, Xu, Xin, Sun, Shiliang

Journal:

Information Fusion

Year:

2017

Language:

english

File:

PDF, 401 KB

english, 2017

2

Multiview Learning With Generalized Eigenvalue Proximal Support Vector Machines

Sun, Shiliang, Xie, Xijiong, Dong, Chao

Journal:

IEEE Transactions on Cybernetics

Year:

2018

Language:

english

File:

PDF, 986 KB

english, 2018

3

Regularized multi-view least squares twin support vector machines

Journal:

Applied Intelligence

Year:

2018

Language:

english

File:

PDF, 666 KB

english, 2018

4

Multi-view Support Vector Machines with the Consensus and Complementarity Information

Xie, Xijiong, Sun, Shiliang

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2019

Language:

english

File:

PDF, 7 KB

english, 2019

5

Multitask centroid twin support vector machines

Xie, Xijiong, Sun, Shiliang

Journal:

Year:

2015

Language:

english

File:

PDF, 380 KB

english, 2015

6

Multi-view Laplacian twin support vector machines

Xie, Xijiong, Sun, Shiliang

Journal:

Applied Intelligence

Year:

2014

Language:

english

File:

PDF, 294 KB

english, 2014

7

[IEEE 2013 International Conference on Machine Learning and Cybernetics (ICMLC) - Tianjin, China (2013.7.14-2013.7.17)] 2013 International Conference on Machine Learning and Cybernetics - Multi-view clustering ensembles

Xijiong Xie,, Shiliang Sun,

Year:

2013

Language:

english

File:

PDF, 572 KB

english, 2013

8

Semisupervised Support Vector Machines With Tangent Space Intrinsic Manifold Regularization

Sun, Shiliang, Xie, Xijiong

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 1.91 MB

english, 2015

9

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - PAC-Bayes Analysis for Twin Support Vector Machines

Xie, Xijiong, Sun, Shiliang

Year:

2015

Language:

english

File:

PDF, 740 KB

english, 2015

10

Multiview Uncorrelated Discriminant Analysis

Sun, Shiliang, Xie, Xijiong, Yang, Mo

Journal:

IEEE Transactions on Cybernetics

Year:

2015

Language:

english

File:

PDF, 3.95 MB

english, 2015

11

PAC-Bayes bounds for twin support vector machines

Xie, Xijiong, Shiliang Sun,

Journal:

Year:

2017

Language:

english

File:

PDF, 335 KB

english, 2017

12

Domain Adaptation with Twin Support Vector Machines

Xie, Xijiong, Sun, Shiliang, Chen, Huahui, Qian, Jiangbo

Journal:

Neural Processing Letters

Year:

2017

Language:

english

File:

PDF, 619 KB

english, 2017

13

Multi-view Opinion Mining with Deep Learning

Huang, Ping, Xie, Xijiong, Sun, Shiliang

Journal:

Neural Processing Letters

Year:

2018

Language:

english

File:

PDF, 666 KB

english, 2018

14

General multi-view learning with maximum entropy discrimination

Xie, Xijiong, Sun, Shiliang

Journal:

Year:

2018

Language:

english

File:

PDF, 569 KB

english, 2018

15

Multi-view twin support vector machines

Xie, Xijiong, Sun, Shiliang

Journal:

Intelligent Data Analysis

Year:

2015

Language:

english

File:

PDF, 143 KB

english, 2015

16

Optimized Multi-Spectral Filter Arrays for Spectral Reconstruction

Wu, Renjie, Li, Yuqi, Xie, Xijiong, Lin, Zhijie

Journal:

Year:

2019

Language:

english

File:

PDF, 2.56 MB

english, 2019

17

Optimized Multi-Spectral Filter Arrays for Spectral Reconstruction

Wu, Renjie, Li, Yuqi, Xie, Xijiong, Lin, Zhijie

Journal:

Year:

2019

File:

PDF, 2.56 MB

2019

18

Multi-view semi-supervised least squares twin support vector machines with manifold-preserving graph reduction

Journal:

International Journal of Machine Learning and Cybernetics

Year:

2020

File:

PDF, 1.34 MB

2020