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ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data



Mohamed Ragab , Emadeldeen Eldele , Wee Ling Tan , Chuan-Sheng Foo , Zhenghua Chen , Min Wu , Chee-Keong Kwoh , Xiaoli Li

* Under Review. The main paper is 16 pages, and the supplementary is 9 pages 

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Attention over Self-attention:Intention-aware Re-ranking with Dynamic Transformer Encoders for Recommendation



Zhuoyi Lin , Sheng Zang , Rundong Wang , Zhu Sun , Chi Xu , Chee-Keong Kwoh


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Self-supervised Autoregressive Domain Adaptation for Time Series Data



Mohamed Ragab , Emadeldeen Eldele , Zhenghua Chen , Min Wu , Chee-Keong Kwoh , Xiaoli Li

* Under Review 

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Adversarial Domain Adaptation with Self-Training for EEG-based Sleep Stage Classification



Emadeldeen Eldele , Mohamed Ragab , Zhenghua Chen , Min Wu , Chee-Keong Kwoh , Xiaoli Li , Cuntai Guan

* Under review 

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GLIMG: Global and Local Item Graphs for Top-N Recommender Systems



Zhuoyi Lin , Lei Feng , Rui Yin , Chi Xu , Chee-Keong Kwoh


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Attention Sequence to Sequence Model for Machine Remaining Useful Life Prediction



Mohamed Ragab , Zhenghua Chen , Min Wu , Chee-Keong Kwoh , Ruqiang Yan , Xiaoli Li


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Ultra-Scalable Spectral Clustering and Ensemble Clustering



Dong Huang , Chang-Dong Wang , Jian-Sheng Wu , Jian-Huang Lai , Chee-Keong Kwoh

* To appear in IEEE Transactions on Knowledge and Data Engineering, 2019 

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Enhanced Ensemble Clustering via Fast Propagation of Cluster-wise Similarities



Dong Huang , Chang-Dong Wang , Hongxing Peng , Jianhuang Lai , Chee-Keong Kwoh

* To appear in IEEE Transactions on Systems, Man, and Cybernetics: Systems. The MATLAB source code of this work is available at: http://www.researchgate.net/publication/328581758 

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Toward Multi-Diversified Ensemble Clustering of High-Dimensional Data



Dong Huang , Chang-Dong Wang , Jian-Huang Lai , Chee-Keong Kwoh


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