Unsupervised Feature Selection with Adaptive Structure Learning

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15 ◽

10.1145/2783258.2783345 ◽

2015 ◽

Author(s):

Liang Du ◽

Yi-Dong Shen

Keyword(s):

Feature Selection ◽

Structure Learning ◽

Unsupervised Feature Selection ◽

Adaptive Structure

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Subspace learning for unsupervised feature selection via adaptive structure learning and rank approximation

Neurocomputing ◽

10.1016/j.neucom.2020.06.111 ◽

2020 ◽

Vol 413 ◽

pp. 72-84

Author(s):

Ronghua Shang ◽

Kaiming Xu ◽

Licheng Jiao

Keyword(s):

Feature Selection ◽

Structure Learning ◽

Subspace Learning ◽

Unsupervised Feature Selection ◽

Adaptive Structure ◽

Rank Approximation

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Semi-supervised multi-label feature selection with adaptive structure learning and manifold learning

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.106757 ◽

2021 ◽

pp. 106757

Author(s):

Sitao Lv ◽

Shengfei Shi ◽

Hongzhi Wang ◽

Feng Li

Keyword(s):

Feature Selection ◽

Manifold Learning ◽

Structure Learning ◽

Adaptive Structure

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Unsupervised feature selection via low-rank approximation and structure learning

Knowledge-Based Systems ◽

10.1016/j.knosys.2017.03.002 ◽

2017 ◽

Vol 124 ◽

pp. 70-79 ◽

Author(s):

Shiping Wang ◽

Han Wang

Keyword(s):

Feature Selection ◽

Structure Learning ◽

Low Rank ◽

Low Rank Approximation ◽

Unsupervised Feature Selection ◽

Rank Approximation

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An Ideal Local Structure Learning for Unsupervised Feature Selection

Lecture Notes in Electrical Engineering - Communications, Signal Processing, and Systems ◽

10.1007/978-981-10-3229-5_83 ◽

2017 ◽

pp. 777-782

Author(s):

Yanbei Liu ◽

Kaihua Liu ◽

Deliang Liu

Keyword(s):

Feature Selection ◽

Local Structure ◽

Structure Learning ◽

Unsupervised Feature Selection ◽

Local Structure Learning

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Unsupervised Feature Selection via Local Structure Learning and Self-Representation

2017 IEEE International Conference on Big Knowledge (ICBK) ◽

10.1109/icbk.2017.22 ◽

2017 ◽

Author(s):

Shichao Zhang ◽

Cong Lei ◽

Yue Fang ◽

Yangding Li ◽

Rongyao Hu ◽

...

Keyword(s):

Feature Selection ◽

Local Structure ◽

Structure Learning ◽

Unsupervised Feature Selection ◽

Local Structure Learning

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Unsupervised feature selection via local structure learning and sparse learning

Multimedia Tools and Applications ◽

10.1007/s11042-017-5381-7 ◽

2017 ◽

Vol 77 (22) ◽

pp. 29605-29622 ◽

Author(s):

Cong Lei ◽

Xiaofeng Zhu

Keyword(s):

Feature Selection ◽

Local Structure ◽

Structure Learning ◽

Sparse Learning ◽

Unsupervised Feature Selection ◽

Local Structure Learning

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Adaptive structure learning for low-rank supervised feature selection

Pattern Recognition Letters ◽

10.1016/j.patrec.2017.08.018 ◽

2018 ◽

Vol 109 ◽

pp. 89-96 ◽

Author(s):

Yonghua Zhu ◽

Xuejun Zhang ◽

Rongyao Hu ◽

Guoqiu Wen

Keyword(s):

Feature Selection ◽

Structure Learning ◽

Low Rank ◽

Adaptive Structure

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Speech Emotion Recognition Using Feature Selection with Adaptive Structure Learning

2019 IEEE International Symposium on Smart Electronic Systems (iSES) (Formerly iNiS) ◽

10.1109/ises47678.2019.00059 ◽

2019 ◽

Author(s):

Akshay Rayaluru ◽

Surekha Reddy Bandela ◽

Kishore Kumar T

Keyword(s):

Feature Selection ◽

Emotion Recognition ◽

Structure Learning ◽

Speech Emotion Recognition ◽

Adaptive Structure

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Unsupervised Feature Selection with Local Structure Learning

2018 25th IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2018.8451101 ◽

2018 ◽

Author(s):

Sheng Yang ◽

Feiping Nie ◽

Xuelong Li

Keyword(s):

Feature Selection ◽

Local Structure ◽

Structure Learning ◽

Unsupervised Feature Selection ◽

Local Structure Learning

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Unsupervised feature selection based on local structure learning

Multimedia Tools and Applications ◽

10.1007/s11042-019-08549-2 ◽

2019 ◽

Vol 79 (45-46) ◽

pp. 34571-34585

Author(s):

Yanbei Liu ◽

Lei Geng ◽

Fang Zhang ◽

Jun Wu ◽

Liang Zhang ◽

...

Keyword(s):

Feature Selection ◽

Local Structure ◽

Structure Learning ◽

Unsupervised Feature Selection ◽

Local Structure Learning

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