Multi-Objective Soft Subspace Clustering in the Composite Kernel Space

Information Sciences ◽

10.1016/j.ins.2021.02.008 ◽

2021 ◽

Author(s):

Yuanrui Li ◽

Qiuhong Zhao ◽

Kaiping Luo

Keyword(s):

Subspace Clustering ◽

Kernel Space ◽

Multi Objective ◽

Composite Kernel

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Distance metric learning for soft subspace clustering in composite kernel space

Pattern Recognition ◽

10.1016/j.patcog.2015.10.018 ◽

2016 ◽

Vol 52 ◽

pp. 113-134 ◽

Author(s):

Jun Wang ◽

Zhaohong Deng ◽

Kup-Sze Choi ◽

Yizhang Jiang ◽

Xiaoqing Luo ◽

...

Keyword(s):

Metric Learning ◽

Subspace Clustering ◽

Distance Metric Learning ◽

Distance Metric ◽

Kernel Space ◽

Composite Kernel

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A Soft Subspace Clustering Algorithm Based on Multi-Objective Optimization and Reliability Measure

Proceedings of The Eighth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA), 2013 - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-642-37502-6_30 ◽

2013 ◽

pp. 239-247

Author(s):

Zhisheng Bi ◽

Jiahai Wang ◽

Jian Yin

Keyword(s):

Clustering Algorithm ◽

Subspace Clustering ◽

Multi Objective Optimization ◽

Reliability Measure ◽

Multi Objective

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Novel soft subspace clustering with multi-objective evolutionary approach for high-dimensional data

Pattern Recognition ◽

10.1016/j.patcog.2013.02.005 ◽

2013 ◽

Vol 46 (9) ◽

pp. 2562-2575 ◽

Author(s):

Hu Xia ◽

Jian Zhuang ◽

Dehong Yu

Keyword(s):

High Dimensional Data ◽

Subspace Clustering ◽

Evolutionary Approach ◽

High Dimensional ◽

Multi Objective

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An Efficient SAR Image Segmentation Framework Using Transformed Nonlocal Mean and Multi-Objective Clustering in Kernel Space

10.3390/a8010032 ◽

2015 ◽

Vol 8 (1) ◽

pp. 32-45 ◽

Author(s):

Dongdong Yang ◽

Hui Yang ◽

Rong Fei

Keyword(s):

Image Segmentation ◽

Sar Image ◽

Kernel Space ◽

Multi Objective ◽

Sar Image Segmentation ◽

Segmentation Framework

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Multi-Objective Sparse Subspace Clustering for Hyperspectral Imagery

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2947253 ◽

2020 ◽

Vol 58 (4) ◽

pp. 2290-2307

Author(s):

Yuting Wan ◽

Yanfei Zhong ◽

Ailong Ma ◽

Liangpei Zhang

Keyword(s):

Hyperspectral Imagery ◽

Subspace Clustering ◽

Multi Objective ◽

Sparse Subspace Clustering

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Novel evolutionary multi-objective soft subspace clustering algorithm for credit risk assessment

Expert Systems with Applications ◽

10.1016/j.eswa.2019.112827 ◽

2019 ◽

Vol 138 ◽

pp. 112827 ◽

Author(s):

Chao Liu ◽

Jing Xie ◽

Qi Zhao ◽

Qiwei Xie ◽

Chenqi Liu

Keyword(s):

Risk Assessment ◽

Credit Risk ◽

Clustering Algorithm ◽

Subspace Clustering ◽

Credit Risk Assessment ◽

Multi Objective

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Improved subspace clustering algorithm using multi-objective framework and subspace optimization

Expert Systems with Applications ◽

10.1016/j.eswa.2020.113487 ◽

2020 ◽

Vol 158 ◽

pp. 113487 ◽

Author(s):

Dipanjyoti Paul ◽

Sriparna Saha ◽

Jimson Mathew

Keyword(s):

Clustering Algorithm ◽

Subspace Clustering ◽

Multi Objective ◽

Subspace Optimization

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Improved Multi-objective Evolutionary Subspace Clustering

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-36708-4_57 ◽

2019 ◽

pp. 691-703

Author(s):

Dipanjyoti Paul ◽

Abhishek Kumar ◽

Sriparna Saha ◽

Jimson Mathew

Keyword(s):

Subspace Clustering ◽

Multi Objective

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Evolutionary multi-objective optimization based overlapping subspace clustering

Pattern Recognition Letters ◽

10.1016/j.patrec.2021.02.012 ◽

2021 ◽

Vol 145 ◽

pp. 208-215

Author(s):

Dipanjyoti Paul ◽

Sriparna Saha ◽

Abhishek Kumar ◽

Jimson mathew

Keyword(s):

Subspace Clustering ◽

Multi Objective Optimization ◽

Multi Objective

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Soft Subspace Clustering with a Multi-objective Evolutionary Approach

Proceedings of the 2nd International Conference on Vision, Image and Signal Processing - ICVISP 2018 ◽

10.1145/3271553.3271610 ◽

2018 ◽

Author(s):

Shengdun Zhao ◽

Liying Jin ◽

Yuehui Wang ◽

Wensheng Wang ◽

Wei Du ◽

...

Keyword(s):

Subspace Clustering ◽

Evolutionary Approach ◽

Multi Objective

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