A new transductive learning method with universum data von Xiao, Yanshan, Feng, Junyao, Liu, Bo

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A new multi-task learning method with universum data von Xiao, Yanshan, Wen, Jing, Liu, Bo

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A new method for positive and unlabeled learning with privileged information von Liu, Bo, Liu, Qian, Xiao, Yanshan

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A new dictionary-based positive and unlabeled learning method von Liu, Bo, Liu, Zhijing, Xiao, Yanshan

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Learn structured analysis discriminative dictionary for multi-label classification von Liu, Bo, Che, Zhiyong, Song, Kejian, Xiao, Yanshan

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A new twin SVM method with dictionary learning von Che, Zhiyong, Liu, Bo, Xiao, Yanshan, Cai, Hao

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A Sphere-Description-Based Approach for Multiple-Instance Learning von Xiao, Yanshan, Liu, Bo, Hao, Zhifeng

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An Efficient Approach for Outlier Detection with Imperfect Data Labels von Bo Liu, Yanshan Xiao, Yu, Philip S., Zhifeng Hao, Longbing Cao

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SVDD-based outlier detection on uncertain data von Liu, Bo, Xiao, Yanshan, Cao, Longbing, Hao, Zhifeng, Deng, Feiqi

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A Maximum Margin Approach for Semisupervised Ordinal Regression Clustering von Xiao, Yanshan, Liu, Bo, Hao, Zhifeng

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Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams von Bo Liu, Yanshan Xiao, Yu, Philip S., Longbing Cao, Yun Zhang, Zhifeng Hao

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A K-Farthest-Neighbor-based approach for support vector data description von Xiao, Yanshan, Liu, Bo, Hao, Zhifeng, Cao, Longbing

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A Multitask Latent Feature Augmentation Method for Few-Shot Learning von Xu, Jian, Liu, Bo, Xiao, Yanshan

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Multi-Instance Nonparallel Tube Learning von Xiao, Yanshan, Liu, Bo, Hao, Zhifeng

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A Variational Inference Method for Few-Shot Learning von Xu, Jian, Liu, Bo, Xiao, Yanshan

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Partial label learning with heterogeneous domain adaptation von Zhao, Liang, Xiao, Yanshan, Liu, Bo

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SN 2017fzw: A Fast-Expanding Type Ia Supernova with Transitional Features von Huang, Jiayu, Li, Yangyang, Zeng, Xiangyun, Zheng, Sheng, Bird, Sarah A., Zhang, Jujia, Esamdin, Ali, Iskandar, Abdusamatjan, Bostroem, K. Azaleee, Zeng, Shuguang, Xiao, Yanshan, Huang, Yao, Howell, D. Andrew, McCully, Curtis, Li, Wenxiong, Zhang, Tianmeng, Wang, Lifan, Hu, Lei

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A Selective Multiple Instance Transfer Learning Method for Text Categorization Problems von Liu, Bo, Xiao, Yanshan, Hao, Zhifeng

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A Transfer Learning-Based Multi-Instance Learning Method With Weak Labels von Xiao, Yanshan, Liang, Fei, Liu, Bo

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A nearest-neighbor search model for distance metric learning von Ruan, Yibang, Xiao, Yanshan, Hao, Zhifeng, Liu, Bo

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