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Identifier 000459716
Title Galaxy cluster detection in the local universe, using machine learning methods
Alternative Title Ανίχνευση γαλαξιακών σμηνών στο κοντικό σύμπαν, με χρήση μηχανικής μάθησης
Author Ψαράκης, Χαράλαμπος Ι.
Thesis advisor Ζέζας, Ανδρέας
Reviewer Παυλίδου, Βασιλική
Cassadio, Carolina
Abstract In this thesis, i report the implementation of machine learning methods, i.e clustering algorithms such as DBSCAN and Hierarchical clustering, for the identification of galaxy clusters in 3D space in HECATE catalogue, which is a complete sample of nearby galaxies. The results were compared with known catalogs of galaxy clusters using standard methods.
Language English
Subject Ομάδες γαλαξιών
Issue date 2023-11-22
Collection   School/Department--School of Sciences and Engineering--Department of Physics--Post-graduate theses
  Type of Work--Post-graduate theses
Permanent Link https://elocus.lib.uoc.gr//dlib/e/1/5/metadata-dlib-1698042506-220193-30897.tkl Bookmark and Share
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