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Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
作者:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
收藏  |  浏览/下载:13/0  |  提交时间:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
Multiple Kernel Fuzzy Clustering with Unsupervised Random Forests Kernel and Matrix-Induced Regularization Journal article
IEEE Access, 2019,Volume: 7,Page: 3967-3979
作者:  Zhao Y.-P.;  Chen L.;  Gan M.;  Philip Chen C.L.
收藏  |  浏览/下载:19/0  |  提交时间:2019/02/13
Fuzzy clustering  multiple kernel  regularization  unsupervised random forests  
Data Clustering Using the Cooperative Search Based Artificial Bee Colony Algorithm Conference paper
ICIC 2019: Intelligent Computing Methodologies, Nanchang, China, August 3–6, 2019
作者:  Chen Guo;  Heng Tang;  Chang Boon Patrick Lee;  Ben Niu
收藏  |  浏览/下载:0/0  |  提交时间:2019/11/27
Data Clustering  K-means  Artificial Bee Colony Algorithm  
Serially coupled reversed phase-hydrophilic interaction liquid chromatography-tailored multiple reaction monitoring, a fit-for-purpose tool for large-scale targeted metabolomics of medicinal bile Journal article
ANALYTICA CHIMICA ACTA, 2018,Volume: 1037,Page: 119-129
作者:  Song, Qingqing;  Liu, Wenjing;  Chen, Xiaojia;  Li, Jun;  Li, Peng;  Yang, Fengqing;  Wang, Yitao;  Song, Yuelin;  Tu, Pengfei
Adobe PDF(1652Kb)  |  收藏  |  浏览/下载:264/3  |  提交时间:2018/10/30
Large-scale Targeted Metabolomics  Serially Coupled Rplc-hilic  Tailored Multiple Reaction Monitoring  Medicinal Bile  Bile Acids  
Multifocus image fusion with enhanced linear spectral clustering and fast depth map estimation Journal article
NEUROCOMPUTING, 2018,Volume: 318,Page: 43-54
作者:  Duan, Junwei;  Chen, Long;  Chen, C. L. Philip
收藏  |  浏览/下载:16/0  |  提交时间:2018/10/30
Multifocus image fusion  Superpixel  Linear Spectral Clustering  Depth Information  Multi-image guided filtering  
Spectral-Spatial Sparse Subspace Clustering Based on Three-Dimensional Edge-Preserving Filtering for Hyperspectral Image Conference paper
Proceedings - International Conference on Machine Learning and Cybernetics
作者:  Li A.;  Qin A.;  Hu S.;  Shang Z.;  Tang Y.Y.
收藏  |  浏览/下载:3/0  |  提交时间:2019/02/11
3-D edge-preserving filters (3-D EPFs)  Hyperspectral images (HSIs)  Intensity differences  Sparse subspace clustering (SSC)  
Clustering by learning the non-negative half-space Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
作者:  Hu K.;  Tian J.;  Tang Y.Y.
收藏  |  浏览/下载:2/0  |  提交时间:2019/02/11
Clustering  Half-space  Non-negative representation  
Joint Registration of Multiple Point Sets by Preserving Global and Local Structure Conference paper
2018 21st International Conference on Information Fusion, FUSION 2018
作者:  Zhu H.;  Guo B.;  Yuen K.-V.;  Leung H.;  Li Y.;  Tian Z.
收藏  |  浏览/下载:6/0  |  提交时间:2019/02/12
expectation maximization  Gaussian mixture model  local features  multiple point sets registration  
Elephant search algorithm applied to data clustering Conference paper
作者:  Deb, Suash;  Tian, Zhonghuan;  Fong, Simon;  Wong, Raymond;  Millham, Richard;  Wong, Kelvin K. L.
收藏  |  浏览/下载:11/0  |  提交时间:2018/10/30
Data clustering  Elephant search algorithm  Meta-heuristic  Time series clustering  
Clustering big IoT data by metaheuristic optimized mini-batch and parallel partition-based DGC in Hadoop Journal article
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018,Volume: 86,Page: 1395-1412
作者:  Tang, Rui;  Fong, Simon
收藏  |  浏览/下载:131/0  |  提交时间:2018/10/30
Metaheuristic  Partitioning  Clustering  Hadoop  IoT data  Data fusion