An approach to validity indices for clustering techniques in Big Data
Author:
Funder
Ministerio de Economía y Competitividad (ES)
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence
Link
http://link.springer.com/article/10.1007/s13748-017-0135-3/fulltext.html
Reference40 articles.
1. Abdi, A., Hassanzadeh, Y., Ouarda, T.: Regional frequency analysis using Growing Neural Gas network. J. Hydrol. 550, 92–102 (2017)
2. Alok, A., Saha, S., Ekbal, A.: Semi-supervised clustering for gene-expression data in multiobjective optimization framework. Int. J. Mach. Learn. Cybern. 8(2), 421–439 (2017)
3. Berikov, V., Pestunov, I.: Ensemble clustering based on weighted co-association matrices: error bound and convergence properties. Pattern Recognit. 63, 427–436 (2017)
4. Boone, C., Skipper, J., Hazen, B.: A framework for investigating the role of big data in service parts management. J. Clean. Prod. 153, 687–691 (2017)
5. Calinski, T., Harabasz, J.: A dendrite method for cluster analysis. Commun. Stat. Theory Methods 3(1), 1–27 (1974)
Cited by 21 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. Pattern sequence-based algorithm for multivariate big data time series forecasting: Application to electricity consumption;Future Generation Computer Systems;2024-05
2. Data-Driven Design for Anomaly Detection in Network Access Control Systems;2023 International Conference on Business Analytics for Technology and Security (ICBATS);2023-03-07
3. Dolphin-political optimized tversky index based feature selection in spark architecture for clustering big data;Advances in Engineering Software;2023-02
4. Chaotic association feature extraction of big data clustering based on Internet of Things;Informatica;2022-09-15
5. Ensembling validation indices to estimate the optimal number of clusters;Applied Intelligence;2022-08-13
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