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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  • 期刊=Wuhan University Journal of Natural Sciencesx
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Learning Label Correlations for Multi-Label Online Passive Aggressive Classification Algorithm
《Wuhan University Journal of Natural Sciences》2024年第1期51-58,共8页ZHANG Yongwei 
Supported by the State Grid Technology Item(52460D230002)。
Label correlations are an essential technique for data mining that solves the possible correlation problem between different labels in multi-label classification.Although this technique is widely used in multi-label c...
关键词:label correlations passive aggressive multi-label classification online learning 
Learning Multi Labels from Single Label——An Extreme Weak Label Learning Algorithm被引量:1
《Wuhan University Journal of Natural Sciences》2019年第2期161-168,共8页DUAN Junhong LI Xiaoyu MU Dejun 
Supported by the National Natural Science Foundation of China(61672433);the Fundamental Research Fund for Shenzhen Science and Technology Innovation Committee(201703063000511,201703063000517);the National Cryptography Development Fund(MMJJ20170210);the Science and Technology Project of State Grid Corporation of China(522722180007)
This paper presents a novel algorithm for an extreme form of weak label learning, in which only one of all relevant labels is given for each training sample. Using genetic algorithm, all of the labels in the training ...
关键词:weak-supervised LEARNING genetic algorithm MULTI-LABEL classification 
A Multi-Label Classification Algorithm Based on Label-Specific Features被引量:2
《Wuhan University Journal of Natural Sciences》2011年第6期520-524,共5页QU Huaqiao ZHANG Shichao LIU Huawen ZHAO Jianmin 
Supported by the Opening Fund of Key Laboratory of Symbol Computation and Knowledge Engineering of Ministry of Education (93K-17-2010-K02);the Opening Fund of Key Discipline of Computer Soft-Ware and Theory of Zhejiang Province at Zhejiang Normal University (ZSDZZZZXK05)
Aiming at the problem of multi-label classification, a multi-label classification algorithm based on label-specific features is proposed in this paper. In this algorithm, we compute feature density on the positive and...
关键词:multi-label classification label-specific features feature's value DENSITY 
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