A new model and algorithm for clustering

Guohong Liang, Ying Li, Junqing Feng

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Clustering is a unsupervised pattern recognition method and an important research content in data mining and artificial intelligence. A new mathematical model of clustering is proposed using graph theory. It is proved theoretically that the model is a submodular function. According to it, a corresponding algorithm is proposed.

源语言英语
主期刊名Advances in Intelligent Systems and Interactive Applications - Proceedings of the 2nd International Conference on Intelligent and Interactive Systems and Applications, IISA 2017
编辑Fatos Xhafa, Srikanta Patnaik, Albert Y. Zomaya
出版商Springer Verlag
76-81
页数6
ISBN(印刷版)9783319690957
DOI
出版状态已出版 - 2018
活动2nd International Conference on Intelligent and Interactive Systems and Applications, IISA 2017 - Beijing, 中国
期限: 17 6月 201718 6月 2017

出版系列

姓名Advances in Intelligent Systems and Computing
686
ISSN(印刷版)2194-5357

会议

会议2nd International Conference on Intelligent and Interactive Systems and Applications, IISA 2017
国家/地区中国
Beijing
时期17/06/1718/06/17

指纹

探究 'A new model and algorithm for clustering' 的科研主题。它们共同构成独一无二的指纹。

引用此