MATLAB Implementation Details of a Scalable Spectral Clustering Algorithm with the Cosine Similarity

Authors :: Guangliang Chen
Source :: Reproducible Research in Pattern Recognition ISBN: 9783030239862, RRPR
Publication Year :: 2019
Publisher :: Springer International Publishing, 2019.
Abstract: We present the implementation details of a scalable spectral clustering algorithm with cosine similarity (ICPR 2018, Beijing, China), which are based on simple, efficient matrix operations. The sensitivity of its parameters is also discussed.

Subjects :: Spectral clustering algorithm
Computer science
Cosine similarity
Computer Science::Computers and Society
Matrix multiplication
ComputingMilieux_GENERAL
ComputingMethodologies_PATTERNRECOGNITION
Beijing
Simple (abstract algebra)
Scalability
Sensitivity (control systems)
MATLAB
computer
Algorithm
computer.programming_language

ISBN :: 978-3-030-23986-2
ISBNs :: 9783030239862
Database :: OpenAIRE
Journal :: Reproducible Research in Pattern Recognition ISBN: 9783030239862, RRPR
Accession number :: edsair.doi...........5395d86cab810d979e22bf40ba8283cd
Full Text :: https://doi.org/10.1007/978-3-030-23987-9_8

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