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Siamese Dense Neural Network for Software Defect Prediction with Small Data Journal article
IEEE Access, 2019,Volume: 7,Page: 7663-7677
Authors:  Zhao L.;  Shang Z.;  Zhao L.;  Qin A.;  Tang Y.Y.
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deep learning  few-shot learning  metric learning  Siamese dense neural networks  software defect prediction  
MobiSeg: Interactive region segmentation using heterogeneous mobility data Conference paper
IEEE Pacific Visualization Symposium, Seoul, Korea, Republic of, 4 18, 2017 - 4 21, 2017
Authors:  Wu, Wenchao;  Zheng, Yixian;  Cao, Nan;  Zeng, Haipeng;  Ni, Bing;  Qu, Huamin;  Ni, Lionel M.
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Post-boosting of classification boundary for imbalanced data using geometric mean Journal article
NEURAL NETWORKS, 2017,Volume: 96,Page: 101-114
Authors:  Du, Jie;  Vong, Chi-Man;  Pun, Chi-Man;  Wong, Pak-Kin;  Ip, Weng-Fai
Favorite  |  View/Download:25/0  |  Submit date:2018/10/30
Imbalance Learning  Boosting  Weighted Elm  Smote  
Learning the distribution of data for embedding Conference paper
Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016
Authors:  Shen Y.;  Ren P.;  Zhang T.;  Tang Y.Y.
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Dimensionality reduction  Distribution preserving embedding  Kernel density estimation  
A novel learning algorithm in hardy space for Dirichlet problems Conference paper
2016 IEEE International Conference on System Science and Engineering, ICSSE 2016, Puli, Taiwan, 7 7, 2016 - 7 9, 2016
Authors:  Liu, Zhulin;  Chen, C.L. Philip
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Hyperspectral image classification using One Dimensional Manifold Embedding with Spectral-Spatial based affinity metric Conference paper
Proceedings - 2015 IEEE 2nd International Conference on Cybernetics, CYBCONF 2015, Gdynia, Poland, 6 24, 2015 - 6 26, 2015
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Li, Chunli;  Wang, Jianzhong;  Hu, Tingbo;  Li, Hong
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Feature Extraction  1-dimensional Manifold Embedding  Smooth Ordering  Pixel Sorting  Spectral-spatial Information  Self-learning  Hyperspectral Image Classification  
Simultaneous determination of components with wide polarity and content ranges in Cistanche tubulosa using serially coupled reverse phase-hydrophilic interaction chromatography-tandem mass spectrometry Journal article
JOURNAL OF CHROMATOGRAPHY A, 2017,Volume: 1501,Page: 39-50
Authors:  Yan, Yu;  Song, Qingqing;  Chen, Xiaojia;  Li, Jun;  Li, Peng;  Wang, Yitao;  Liu, Tongxiang;  Song, Yuelin;  Tu, Pengfei
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Cistanche Tubulosa  Wide Polarity Span  Upper Limit Of Quantitation  Serially Coupled Reverse Phase-hydrophilic  Interaction Chromatography  Simultaneous Determination  
ACTS: An active learning method for time series classification Conference paper
Proceedings - International Conference on Data Engineering, San Diego, CA, United states, 4 19, 2017 - 4 22, 2017
Authors:  Peng, Fengchao;  Luo, Qiong;  Ni, Lionel M.
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Hyperspectral Image Classification Using Metric Learning in One-Dimensional Embedding Framework Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017,Volume: 10,Issue: 5,Page: 1987-2001
Authors:  Luo, Huiwu;  Tang, Yuan Yan;  Wang, Yulong;  Wang, Jianzhong;  Biuk-Aghai, Robert P.;  Pan, Jianjia;  Liu, Runzong;  Yang, Lina
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
1-d Manifold Embedding (1dme)  Hyperspectral Image (Hsi) Classification  Metric Learning  Smooth Ordering  
MobiSeg: Interactive Region Segmentation Using Heterogeneous Mobility Data Conference paper
Authors:  Wu, Wenchao;  Zheng, Yixian;  Cao, Nan;  Zeng, Haipeng;  Ni, Bing;  Qu, Huamin;  Ni, Lionel M.;  Weiskopf, D;  Wu, Y;  Dwyer, T
Favorite  |  View/Download:0/0  |  Submit date:2018/10/30