Unsupervised Learning of Correlated Multivariate Gaussian Mixture Models Using MML

Author:

Agusta Yudi,Dowe David L.

Publisher

Springer Berlin Heidelberg

Reference33 articles.

1. Agusta, Y., Dowe, D.L.: Clustering of Gaussian and t Distributions using Minimum Message Length. In: Proc. Int’l. Conf. Knowledge Based Computer Systems - KBCS-2002, Mumbai, India, pp. 289–299. Vikas Publishing House Pvt. Ltd. (2002)

2. Lecture Notes in Artificial Intelligence;Y. Agusta,2002

3. Akaike, H.: A new look at the statistical model identification. IEEE Transactions on Automatic Control AC-19(6), 716–723 (1974)

4. Chaitin, G.J.: On the length of programs for computing finite sequences. J. the Association for Computing Machinery 13, 547–569 (1966)

5. Cheeseman, P., Stutz, J.: Bayesian Classification (AutoClass): Theory and Results. In: Advances in Knowledge Discovery and Data Mining, pp. 153–180. AAAI Press/MIT Press (1996)

Cited by 12 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. Implementing Minimum Message Length to the Modelling of Denpasar City Inflation Rate;2023 Eighth International Conference on Informatics and Computing (ICIC);2023-12-08

2. Minimum Message Length Mixture Modelling of Rainfall Data;2023 5th International Conference on Cybernetics and Intelligent System (ICORIS);2023-10-06

3. Applying Minimum Message Length to the Clustering of Mutual Funds;2022 4th International Conference on Cybernetics and Intelligent System (ICORIS);2022-10-08

4. Multivariate‐bounded Gaussian mixture model with minimum message length criterion for model selection;Expert Systems;2021-03-16

5. Sensitivity and specificity of information criteria;Briefings in Bioinformatics;2019-03-20

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