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Using K-NN with weights to detect diabetes mellitus based on genetic algorithm feature selection Conference paper
Proceedings of the 2016 International Conference on Wavelet Analysis and Pattern Recognition, Jeju, 10-13 July 2016
Authors:  TING SHU;  BOB ZHANG;  Y. Y. TANG
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
Diabetes Mellitus  Feature Selection  Genetic Algorithm  Gray-scale Histogram Features  K-nn With Weights  
Tensor Manifold Discriminant Projections for Acceleration-Based Human Activity Recognition Journal article
IEEE Transactions on Multimedia, 2016,Volume: 18,Issue: 10,Page: 1977-1987
Authors:  Guo Y.;  Tao D.;  Cheng J.;  Dougherty A.;  Li Y.;  Yue K.;  Zhang B.
Favorite  |  View/Download:3/0  |  Submit date:2019/04/04
Accelerometers  human activity recognition  multimedia big data  rank order  Tensor representation  
Solving imbalanced dataset problems for high-dimensional image processing by swarm optimization Book
2016
Authors:  Li J.;  Fong S.
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Feature selection  Imbalanced dataset  Multimedia and image dataset  Optimization  Swarm intelligence algorithm  
Gene-network-based feature set (GNFS) for expression-based cancer classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1093-1101
Authors:  Doungpan N.;  Engchuan W.;  Meechai A.;  Fong S.;  Chan J.H.
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Breast cancer  Classification  Colorectal cancer  Feature selection  Gene expression analysis  Gene network  Gene set  Lung cancer  
Early Diagnosis of Alzheimer Disease Using Instance-Based Learning Techniques Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1111-1118
Authors:  Khan, Aunsia;  Liu, Lian-Sheng;  Usman, Muhammad;  Fong, Simon
Favorite  |  View/Download:7/0  |  Submit date:2019/02/13
Alzheimer's Disease  Computer Aided Diagnosis  Machine Learning  
Visual Analytics in Urban Computing: An Overview Journal article
IEEE Transactions on Big Data, 2016,Volume: 2,Issue: 3,Page: 276-296
Authors:  Zheng, Yixian;  Wu, Wenchao;  Chen, Yuanzhe;  Qu, Huamin;  Ni, Lionel M.
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Exploring the Feature Selection-Based Data Analytics Solutions for Text Mining Online Communities by Investigating the Influential Factors: A Case Study of Programming CQA in Stack Overflow Book chapter
出自: Big Data Applications and Use Cases:Springer, Cham, 2016, 页码: 49-93
Authors:  zhou, Shu;  Fong, Simon
Favorite  |  View/Download:1/0  |  Submit date:2019/07/24
Community Question Answering (Cqa)  Classification  Feature Section  Text Analytics  Data Mining  
Learning Proximity Relations for Feature Selection Journal article
IEEE Transactions on Knowledge and Data Engineering, 2016,Volume: 28,Issue: 5,Page: 1231-1244
Authors:  Taiping Zhang;  Pengfei Ren;  Yao Ge;  Yali Zheng;  Yuan Yan Tang;  C.L. Philip Chen
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Classification  Feature Evaluation  Feature Selection  Gene Selection  Microarray Analysis  
Optimized Swarm Search-Based Feature Selection for Text Mining in Sentiment Analysis Conference paper
Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, NJ, USA, 14-17 Nov. 2015
Authors:  Simon Fong;  Elisa Gao;  Raymond Wong
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Classification  Feature Selection  Swarm Search  
Fuzzy clustering with the entropy of attribute weights Journal article
Neurocomputing, 2016,Volume: 198,Page: 125
Authors:  Zhou J.;  Chen L.;  Chen C.L.P.;  Zhang Y.;  Li H.-X.
Favorite  |  View/Download:4/0  |  Submit date:2018/10/30
Attribute-weighted Clustering  Feature Selection  Kernel Method  Maximum-entropy Regularization