LiteWSEC: A Lightweight Framework for Web-Scale Spectral Ensemble Clustering

Author:

Yang Geping1ORCID,Deng Sucheng2ORCID,Chen Can3ORCID,Yang Yiyang1ORCID,Gong Zhiguo2ORCID,Chen Xiang4ORCID,Hao Zhifeng5

Affiliation:

1. Faculty of Computer, Guangdong University of Technology, Guangzhou, China

2. State Key Laboratory of Internet of Things for Smart City and Department of Computer and Information Science, University of Macau, Taipa, Macau, China

3. Department of Accounting and Information Management, University of Macau, Taipa, Macau, China

4. School of Electronics and Information Technology, Sun Yat-Sen University, Guangzhou, China

5. College of Engineering, Shantou University, Shantou, China

Funder

National Key R&D Program of China

National Natural Science Foundation of China

NSF of Guangdong Province

State's Key Project of Research and Development Plan

National Science Foundation

Guangzhou STIC

National Natural Science Foundation of China-Guangdong Joint Fund

Science and Technology Development Fund

Macau SAR

GDST

Guangdong Provincial Key Laboratory of Big Data Computing

Chinese University of Hong Kong

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Computer Science Applications,Information Systems

Reference53 articles.

1. Beyond the Nyström approximation: Speeding up spectral clustering using uniform sampling and weighted kernel k-means;mohan;Proc Int Joint Conf Artif Intell,2017

2. Weighted Graph Cuts without Eigenvectors A Multilevel Approach

3. Using the Nyström method to speed up kernel machines;williams;Proc Int Conf Neural Inf Process,2000

4. Rank-Constrained Spectral Clustering With Flexible Embedding

5. Fast and Effective Active Clustering Ensemble Based on Density Peak

Cited by 4 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

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