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Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification
IEEE Intelligent Systems
By Rui Xia,Chengqing Zong,Xuelei Hu,Erik Cambria
Issue Date:May 2013
Domain adaptation problems often arise often in the field of sentiment classification. Here, the feature ensemble plus sample selection (SS-FE) approach is proposed, which takes labeling and instance adaptation into account. A feature ensemble (FE) model i...
Discriminative Canonical Correlation Analysis with Missing Samples
Computer Science and Information Engineering, World Congress on
By Tingkai Sun, Songcan Chen, Jingyu Yang, Xuelei Hu, Pengfei Shi
Issue Date:April 2009
Multimodal recognition emerges when the non-robustness of unimodal recognition is noticed in real applications. Canonical correlation analysis (CCA) is a powerful tool of feature fusion for multimodal recognition. However, in CCA, the samples must be pairw...
Mining Human Attractiveness from Chinese Dating Game Show If You are the One
2013 International Conference on Service Sciences (ICSS)
By Xuelei Hu,Xiao He,Junwei Zhang,Bo Yuan
Issue Date:April 2013
Matchmaking is an everlasting topic in human society. In this paper, we focus on human attractiveness in matchmaking for the new generation of individuals in China based on If You Are The One, a famous dating game show in China. We collect a comprehensive ...
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