Using the Alpha Geodesic Distance in Shapes K-Means Clustering

DOI10.33581/1561-4085-2020-23-2-251-253zbMath1452.94035OpenAlexW3047690230MaRDI QIDQ5145577

Angela De Sanctis, Fotios D. Oikonomou

Publication date: 21 January 2021

Published in: Nonlinear Phenomena in Complex Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.33581/1561-4085-2020-23-2-251-253

zbMATH Keywords

clusteringinformation geometryshape analysisFisher-Rao metricalpha connectionalpha geodesics

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Measures of information, entropy (94A17) Differential geometric aspects of statistical manifolds and information geometry (53B12)

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