MULTI-LABEL

作品数：77被引量：140H指数：6
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相关领域：自动化与计算机技术更多>>
相关作者：吴建盛汤丽华更多>>
相关机构：南京邮电大学华东师范大学东南大学天津理工大学更多>>
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相关基金：国家自然科学基金国家高技术研究发展计划北京市自然科学基金中国博士后科学基金更多>>
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Coupled Attribute Similarity Learning on Categorical Data for Multi-Label Classification
《Journal of Beijing Institute of Technology》2017年第3期404-410,共7页Zhenwu Wang Longbing Cao 
Supported by Australian Research Council Discovery(DP130102691);the National Science Foundation of China(61302157);China National 863 Project(2012AA12A308);China Pre-research Project of Nuclear Industry(FZ1402-08)
In this paper a novel coupled attribute similarity learning method is proposed with the basis on the multi-label categorical data（CASonMLCD）.The CASonMLCD method not only computes the correlations between different ...
关键词：COUPLED SIMILARITY MULTI-LABEL categorical data CORRELATIONS 
Novel Apriori-Based Multi-Label Learning Algorithm by Exploiting Coupled Label Relationship被引量：1
《Journal of Beijing Institute of Technology》2017年第2期206-214,共9页Zhenwu Wang Longbing Cao 
Supported by Australian Research Council Discovery(DP130102691);the National Science Foundation of China(61302157);China National 863 Project(2012AA12A308);China Pre-research Project of Nuclear Industry(FZ1402-08)
It is a key challenge to exploit the label coupling relationship in multi-label classification（MLC）problems.Most previous work focused on label pairwise relations,in which generally only global statistical informati...
关键词：multi-label classification hypothesis testing k nearest neighbor apriori algorithm label coupling 
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