Constrained spectral clustering under a local proximity structure assumption
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spectral clustering↗
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des Jardins, Marie
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Constrained spectral clustering under a local proximity structure assumption
This work focuses on incorporating pairwise constraints into a spectral clustering algorithm. A new constrained spectral clustering method is proposed, as well as an active constraint acquisition technique and a heuristic for parameter selection. We demonstrate that our constrained spectral clustering method, CSC, works well when the data exhibits what we term local proximity structure.
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