Learning similarity with cosine similarity ensemble

DOI10.1016/j.ins.2015.02.024zbMath1387.68201OpenAlexW2026498605MaRDI QIDQ1749099

Fanzhang Li, Li Zhang, Peipei Xia

Publication date: 15 May 2018

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2015.02.024

zbMATH Keywords

machine learningsimilarity learningensemble learningselective ensemblecosine similarity

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (5)

Semi-Lipschitz functions and machine learning for discrete dynamical systems on graphs ⋮ A brain-inspired algorithm for training highly sparse neural networks ⋮ Recovering hierarchies in terms of content similarity ⋮ Temporal similarity metrics for latent network reconstruction: the role of time-lag decay ⋮ Mathematical properties of soft cardinality: enhancing Jaccard, Dice and cosine similarity measures with element-wise distance

Uses Software

• COIL-100

Cites Work

• Unnamed Item
• Sparse ensembles using weighted combination methods based on linear programming
• Ensembling neural networks: Many could be better than all
• On principal component analysis, cosine and Euclidean measures in information retrieval
• 10.1162/153244303321897690
• Nearest neighbor pattern classification
• Methods of conjugate gradients for solving linear systems

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