المؤلفون: Wang, Hongni¹ (AUTHOR) wanghongni@mail.sdufe.edu.cn, Li, Na¹ (AUTHOR) lina@sdufe.edu.cn, Zhou, Yanqiu² (AUTHOR) 100002146@gxust.edu.cn, Yan, Jingxin³ (AUTHOR) yanjingxin22@mails.ucas.ac.cn, Jiang, Bei⁴ (AUTHOR) bei1@ualberta.ca, Kong, Linglong⁴ (AUTHOR) lkong@ualberta.ca, Yan, Xiaodong⁵ (AUTHOR) lkong@ualberta.ca

المصدر: Entropy. May2024, Vol. 26 Issue 5, p376. 16p.

مصطلحات موضوعية: *RANDOM projection method, *OPTIMIZATION algorithms, *BINOMIAL distribution, *HIERARCHICAL clustering (Cluster analysis), *POINT processes, *K-means clustering

المؤلفون: Kovtun, Viacheslav¹ (AUTHOR) kovtun_v_v@vntu.edu.ua, Zaitseva, Elena² (AUTHOR), Levashenko, Vitaly² (AUTHOR), Grochla, Krzysztof¹ (AUTHOR), Kovtun, Oksana³ (AUTHOR)

المصدر: Entropy. Dec2023, Vol. 25 Issue 12, p1567. 20p.

مصطلحات موضوعية: *RANDOM projection method, *ENTROPY, *DISTRIBUTION (Probability theory), *PRINCIPAL components analysis, *MACHINE learning

المؤلفون: Huang, Jiawei¹ (AUTHOR) hjw0330@mail.ustc.edu.cn, Qin, Ruizhe¹ (AUTHOR) red46@mail.ustc.edu.cn, Yang, Fan¹ (AUTHOR) yang208@mail.ustc.edu.cn, Ding, Hu¹ (AUTHOR) huding@ustc.edu.cn

المصدر: International Journal of Computational Geometry & Applications. Sep/Dec2022, Vol. 32 Issue 3/4, p201-225. 25p.

مصطلحات موضوعية: RANDOM projection method, ROBUST optimization, COMBINATORIAL optimization, COMPUTATIONAL complexity

المؤلفون: YUAN JIAN¹ jian_y@foxmail.com

المصدر: SIAM Journal on Matrix Analysis & Applications. 2022, Vol. 43 Issue 3, p1291-1307. 17p.

مصطلحات موضوعية: RANDOM projection method, RANDOM graphs

المؤلفون: Amjad Ali, Zardad Khan, Dost Muhammad Khan, Saeed Aldahmani

المصدر: IEEE Access, Vol 12, Pp 61401-61409 (2024)

مصطلحات موضوعية: Classification, kNN, extended neighborhood rule, ensemble learning, bootstrapping, random projection, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

العلاقة: https://ieeexplore.ieee.org/document/10506906Test/; https://doaj.org/toc/2169-3536Test

الوصول الحر: https://doaj.org/article/3a2ffefcb669447fa2b0750fc8132e28Test

المؤلفون: Ridwan A. Sanusi, Jimoh Olawale Ajadi, Saddam Akber Abbasi, Taofik O. Dauda, Nurudeen A. Adegoke

المصدر: IEEE Access, Vol 12, Pp 55874-55888 (2024)

مصطلحات موضوعية: Dimensionality reduction, high-dimension data, image monitoring, multivariate Shewhart control chart, quality control in healthcare, random projection methods, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

العلاقة: https://ieeexplore.ieee.org/document/10495031Test/; https://doaj.org/toc/2169-3536Test

الوصول الحر: https://doaj.org/article/41e7abfaacdc40f69c3fbe7f5462d585Test

المؤلفون: Ines Lahmar, Aida Zaier, Mohamed Yahia, Tarig Ali, Ridha Boaullegue

المصدر: IEEE Access, Vol 12, Pp 20197-20208 (2024)

مصطلحات موضوعية: Fuzzy ensemble clustering, high-dimensional data, random projection, Kullback-Leibler divergence entropy, spectral learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

العلاقة: https://ieeexplore.ieee.org/document/10415440Test/; https://doaj.org/toc/2169-3536Test

الوصول الحر: https://doaj.org/article/2df5eb25cc1d46a88154b373969eab26Test

المؤلفون: Yang, Fan¹ fyang75@wharton.upenn.edu, Liu, Sifan² sfliu@stanford.edu, Dobriban, Edgar¹ dobriban@wharton.upenn.edu, Woodruff, David P.³ dwoodruf@cs.cmu.edu

المصدر: IEEE Transactions on Information Theory. Dec2021, Vol. 67 Issue 12, p8154-8189. 36p.

مصطلحات موضوعية: *STATISTICS, *STATISTICAL sampling, RANDOM projection method, HADAMARD matrices, PRINCIPAL components analysis, LATENT structure analysis

العنوان البديل: Outlier detection algorithm based on random projection and ensemble learning.

المؤلفون: 郭一阳¹, 于 炯^1,2 yujiong@xju.edu.cn, 杜旭升¹, 曹 铭³

المصدر: Application Research of Computers / Jisuanji Yingyong Yanjiu. Sep2022, Vol. 39 Issue 9, p2608-2614. 7p.

مصطلحات موضوعية: *OUTLIER detection, *RANDOM projection method, *ALGORITHMS, *HIGH-dimensional model representation, *DATA mining, *DETECTORS

المؤلفون: Lu, Wenqi¹ (AUTHOR), Zhu, Zhongyi² (AUTHOR), Li, Rui^1,3 (AUTHOR) lirui@suibe.edu.cn, Lian, Heng^4,5 (AUTHOR)

المصدر: Journal of Statistical Planning & Inference. Jul2024, Vol. 231, pN.PAG-N.PAG. 1p.

مصطلحات موضوعية: *RANDOM projection method, *LEARNING problems