On clustering uncertain and structured data with Wasserstein barycenters and a geodesic criterion for the number of clusters-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

On clustering uncertain and structured data with Wasserstein barycenters and a geodesic criterion for the number of clusters

Published:2021-03-30 Issue:13 Volume:91 Page:2569-2594
ISSN:0094-9655
Container-title:Journal of Statistical Computation and Simulation
language:en
Short-container-title:Journal of Statistical Computation and Simulation

Author:

Papayiannis G. I.¹²,Domazakis G. N.¹³,Drivaliaris D.⁴,Koukoulas S.⁵,Tsekrekos A. E.⁶,Yannacopoulos A. N.¹

Affiliation:

1. Department of Statistics, Athens University of Economics & Business, Stochastic Modeling and Applications Laboratory, Athens, Greece

2. Section of Mathematics, Hellenic Naval Academy, Mathematical Modeling and Applications Laboratory, Piraeus, Greece

3. Department of Mathematics, University of Sussex, Brighton, UK

4. Department of Financial and Management Engineering, University of the Aegean, Chios, Greece

5. Department of Geography, University of the Aegean, Mytilene, Greece

6. Department of Accounting and Finance, Athens University of Economics & Business, Athens, Greece

Publisher

Informa UK Limited

Subject

Applied Mathematics,Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/00949655.2021.1903463

Reference40 articles.

1. The Elements of Statistical Learning

2. Aggarwal CC, Hinneburg A, Keim DA. On the surprising behavior of distance metrics in high dimensional space. In: International Conference on Database Theory; Berlin, Heidelberg: Springer; 2001 Jan. p. 420–434.

3. High-dimensional data clustering

4. Minkowski metric, feature weighting and anomalous cluster initializing in K-Means clustering

Cited by 2 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. Consensus Group Decision Making Under Model Uncertainty with a View Towards Environmental Policy Making;Environmental and Resource Economics;2024-03-10

2. Machine Learning: A Tool to Shape the Future of Medicine;Studies in Big Data;2022

同舟云学术

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