Improving the Consensus Clustering of Data with Missing Values Using the Link-Based Approach
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Medicine
Link
http://link.springer.com/content/pdf/10.1007/s41688-019-0031-z.pdf
Reference24 articles.
1. T. Aittokallio, Dealing with missing values in large-scale studies: microarray data imputation and beyond. Brief. Bioinform. 11(2), 253–264 (2010)
2. I.B. Aydilek, A. Arslan, A hybrid method for imputation of missing values using optimized fuzzy c-means with support vector regression and a genetic algorithm. Information Science. 233, 25–35 (2013)
3. S. Azim, S. Aggarwal, Hybrid model for data imputation: using fuzzy c-means and multi layer perceptron. In: Proceedings of international conference on advance computing, pp. 1281–1285 (2014)
4. C. Gautam, V. Ravi, Evolving clustering based data imputation. In: Proceedings of international conference on circuit, power and computing technologies, pp. 1763–1769 (2014)
5. N. Iam-On, T. Boongoen, Comparative study of matrix refinement approaches for ensemble clustering. Mach. Learn. 98(1-2), 269–300 (2015a)
Cited by 3 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. Optimised multiple data partitions for cluster-wise imputation of missing values in gene expression data;Expert Systems with Applications;2024-12
2. Summarising multiple clustering-centric estimates with OWA operators for improved KNN imputation on microarray data;Fuzzy Sets and Systems;2023-12
3. Estimation of missing values in astronomical survey data: An improved local approach using cluster directed neighbor selection;Information Processing & Management;2022-03
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