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Structure-Aware Data Consolidation

Wu, SH; Bertholet, P; Huang, H; Cohen-Or, D; Gong, ML; Zwicker, M

Huang, H (reprint author), Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018; 40 (10): 2529

Abstract

We present a structure-aware technique to consolidate noisy data, which we use as a pre-process for standard clustering and dimensionality reduction. ......

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