Multiview learning for understanding functional multiomics

PLoS Computational Biology ◽

10.1371/journal.pcbi.1007677 ◽

2020 ◽

Vol 16 (4) ◽

pp. e1007677 ◽

Author(s):

Nam D. Nguyen ◽

Daifeng Wang

Keyword(s):

Multiview Learning ◽

Learning For Understanding

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Deep Multiview Learning to Identify Population Structure with Multimodal Imaging

2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE) ◽

10.1109/bibe50027.2020.00057 ◽

2020 ◽

Author(s):

Yixue Feng ◽

Mansu Kim ◽

Xiaohui Yao ◽

Kefei Liu ◽

Qi Long ◽

...

Keyword(s):

Population Structure ◽

Multimodal Imaging ◽

Multiview Learning

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Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.2980960 ◽

2020 ◽

pp. 1-13

Author(s):

Jiamiao Xu ◽

Fangzhao Wang ◽

Qinmu Peng ◽

Xinge You ◽

Shuo Wang ◽

...

Keyword(s):

Low Rank ◽

Matrix Recovery ◽

Multiview Learning ◽

Rank Matrix ◽

Modal Regression ◽

Low Rank Matrix Recovery ◽

Low Rank Matrix

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Deep Multiview Learning for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3034133 ◽

2020 ◽

pp. 1-15

Author(s):

Bing Liu ◽

Anzhu Yu ◽

Xuchu Yu ◽

Ruirui Wang ◽

Kuiliang Gao ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Multiview Learning

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Multiview Learning With Robust Double-Sided Twin SVM

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3088519 ◽

2021 ◽

pp. 1-14

Author(s):

Qiaolin Ye ◽

Peng Huang ◽

Zhao Zhang ◽

Yuhui Zheng ◽

Liyong Fu ◽

...

Keyword(s):

Multiview Learning

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Fractional generalized multiview discriminative projections and extension for multiview learning

Cognitive Systems Research ◽

10.1016/j.cogsys.2019.04.006 ◽

2019 ◽

Vol 58 ◽

pp. 19-30 ◽

Author(s):

Yun-Hao Yuan ◽

Yun Li ◽

Jipeng Qiang ◽

Bin Li

Keyword(s):

Multiview Learning

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A matrix completion-based multiview learning method for imputing missing values in buoy monitoring data

Information Sciences ◽

10.1016/j.ins.2019.02.057 ◽

2019 ◽

Vol 487 ◽

pp. 18-30 ◽

Author(s):

Mengjiao Qin ◽

Zhenhong Du ◽

Feng Zhang ◽

Renyi Liu

Keyword(s):

Missing Values ◽

Matrix Completion ◽

Monitoring Data ◽

Learning Method ◽

Multiview Learning

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Integrative relational machine-learning for understanding drug side-effect profiles

BMC Bioinformatics ◽

10.1186/1471-2105-14-207 ◽

2013 ◽

Vol 14 (1) ◽

Author(s):

Emmanuel Bresso ◽

Renaud Grisoni ◽

Gino Marchetti ◽

Arnaud Sinan Karaboga ◽

Michel Souchet ◽

...

Keyword(s):

Machine Learning ◽

Side Effect ◽

Drug Side Effect ◽

Relational Machine Learning ◽

Learning For Understanding

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Weighted multiview learning for predicting drug-disease associations

2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2016.7822603 ◽

2016 ◽

Author(s):

Sai Nivedita Chandrasekaran ◽

Jun Huan

Keyword(s):

Multiview Learning ◽

Disease Associations

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On surrogate supervision multiview learning

2012 IEEE International Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2012.6349759 ◽

2012 ◽

Author(s):

Gaole Jin ◽

Raviv Raich

Keyword(s):

Multiview Learning

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Unsupervised learning for understanding student achievement in a distance learning setting

2017 IEEE Global Engineering Education Conference (EDUCON) ◽

10.1109/educon.2017.7943026 ◽

2017 ◽

Author(s):

Shuangyan Liu ◽

Mathieu d'Aquin

Keyword(s):

Student Achievement ◽

Distance Learning ◽

Unsupervised Learning ◽

Learning For Understanding

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