Tensor decompositions for feature extraction and classification of high dimensional datasets
Author:
Affiliation:
1. Brain Science Institute, RIKEN
2. Systems Research Institute, PAS
Publisher
Institute of Electronics, Information and Communications Engineers (IEICE)
Subject
Rehabilitation,Physical Therapy, Sports Therapy and Rehabilitation,General Medicine
Link
https://www.jstage.jst.go.jp/article/nolta/1/1/1_1_37/_pdf
Reference45 articles.
1. [1] A. Cichocki, R. Zdunek, A.-H. Phan, and S. Amari, Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-Way Data Analysis and Blind Source Separation, Wiley, Chichester, 2009.
2. [2] T. Kolda and B. Bader, “Tensor decompositions and applications,” SIAM Review, vol. 51, no. 3, pp. 455-500, September 2009.
3. [3] J. Sun, D. Tao, S. Papadimitriou, P.S. Yu, and C. Faloutsos, “Incremental tensor analysis: theory and applications,” TKDD, vol. 2, no. 3, 2008.
4. [4] D. Tao, X. Li, X. Wu, and S.J. Maybank, “General tensor discriminant analysis and Gabor features for gait recognition,” IEEE Trans. Pattern Anal. Mach. Intell., vol. 29, no. 10, pp. 1700-1715, 2007.
5. [5] A.K. Jain, R.P. Duin, and J. Mao, “Statistical pattern recognition: a review,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, pp. 4-37, 2000.
Cited by 151 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Low-cost orthogonal basis-core extraction for classification and reconstruction using tensor ring;Pattern Recognition;2024-10
2. TENSOR AND VECTOR APPROACHES TO OBJECTS RECOGNITION BY INVERSE FEATURE FILTERS;Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska;2024-03-31
3. iTa-DFiE: An Innovative Tensor Algebra-Based Detection Framework for Incomplete Noninvasive Electroencephalography;IEEE Access;2024
4. EMG Based Binary Finger Movement Classification by Tensor Decomposition;2023 26th International Conference on Computer and Information Technology (ICCIT);2023-12-13
5. Robust Feature Extraction via ℓ∞-Norm Based Nonnegative Tucker Decomposition;IEEE Transactions on Circuits and Systems for Video Technology;2023-12
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3