Multi-Group Tensor Canonical Correlation Analysis

Author:

Zhou Zhuoping1ORCID,Tong Boning1ORCID,Ataee Tarzanagh Davoud1ORCID,Hou Bo-Jian1ORCID,Saykin Andrew2ORCID,Long Qi1ORCID,Shen Li1ORCID

Affiliation:

1. University of Pennsylvania, Philadelphia, PA, USA

2. Indiana University, Indianapolis, IN, USA

Funder

NIH (National Institutes of Health)

NSF (National Science Foundation)

Publisher

ACM

Reference35 articles.

1. Fares Al-Shargie , Tong Boon Tang, and Masashi Kiguchi . 2017 . Assessment of mental stress effects on prefrontal cortical activities using canonical correlation analysis: an fNIRS-EEG study. Biomedical optics express 8, 5 (2017), 2583--2598. Fares Al-Shargie, Tong Boon Tang, and Masashi Kiguchi. 2017. Assessment of mental stress effects on prefrontal cortical activities using canonical correlation analysis: an fNIRS-EEG study. Biomedical optics express 8, 5 (2017), 2583--2598.

2. Francis R Bach and MI Jordan. 2005. A probabilistic interpretation of canonical correlation analysis. (2005). Francis R Bach and MI Jordan. 2005. A probabilistic interpretation of canonical correlation analysis. (2005).

3. Maximum Block Improvement and Polynomial Optimization

4. Jeffrey Cummings . 2019. The role of biomarkers in Alzheimer's disease drug development. Reviews on Biomarker Studies in Psychiatric and Neurodegenerative Disorders ( 2019 ), 29--61. Jeffrey Cummings. 2019. The role of biomarkers in Alzheimer's disease drug development. Reviews on Biomarker Studies in Psychiatric and Neurodegenerative Disorders (2019), 29--61.

5. Lei Du , Jin Zhang , Fang Liu , Minjianan Zhang , Huiai Wang , Lei Guo , and Junwei Han . 2020 . Mining high-order multimodal brain image associations via sparse tensor canonical correlation analysis . In 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 570--575 . Lei Du, Jin Zhang, Fang Liu, Minjianan Zhang, Huiai Wang, Lei Guo, and Junwei Han. 2020. Mining high-order multimodal brain image associations via sparse tensor canonical correlation analysis. In 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 570--575.

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