4 citations · 8 across the 2 of their papers we have counts for
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cs.CV2019
Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering
Zhao Zhang, Yan Zhang, Sheng Li +4
Concept Factorization (CF) and its variants may produce inaccurate representation and clustering results due to the sensitivity to noise, hard constraint on the reconstruction erro…
cs.CV2019
Joint Label Prediction based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation
Zhao Zhang, Yan Zhang, Guangcan Liu +3
Constrained Concept Factorization (CCF) yields the enhanced representation ability over CF by incorporating label information as additional constraints, but it cannot classify and…
cs.CV2019★ 4 cited
Robust Unsupervised Flexible Auto-weighted Local-Coordinate Concept Factorization for Image Clustering
Zhao Zhang, Yan Zhang, Sheng Li +3
We investigate the high-dimensional data clustering problem by proposing a novel and unsupervised representation learning model called Robust Flexible Auto-weighted Local-coordinat…