Active learning for semi-supervised clustering based on locally linear propagation reconstruction

DOI10.1016/J.NEUNET.2014.11.006zbMath1325.68184OpenAlexW2075604337WikidataQ41637876 ScholiaQ41637876MaRDI QIDQ889394

Po-Yi Lin, Chin-Chun Chang

Publication date: 6 November 2015

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2014.11.006

zbMATH Keywords

active learningmanifold learninglocally linear embeddingsemi-supervised clustering

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• UCI-ml
• LMNN
• SURF

Cites Work

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• A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
• Semi-supervised clustering with discriminative random fields
• Bagging constraint score for feature selection with pairwise constraints
• Active semi-supervised fuzzy clustering
• Social Network Data Analytics
• Computer Vision - ECCV 2004

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