AUEB Library - Digital Repository

PYXIDA Institutional Repository
and Digital Library

Username
Password

Collections :	Ιδρυματικό Αποθετήριο ΟΠΑ / AUEB Institutional Repository Σχολή Επιστημών και Τεχνολογίας της Πληροφορίας / School of Informatics Τμήμα Στατιστικής / Department of Statistics Μεταπτυχιακές Εργασίες / Postgraduate dissertations

Title :	Graph clustering

Creator :	Lamprinakou, Stamatina Λαμπρινάκου, Σταματίνα

Contributor :	Yannacopoulos, Athanasios (Επιβλέπων καθηγητής) Psarakis, Stelios (Εξεταστής) Tsekrekos, Andrianos (Εξεταστής) Athens University of Economics and Business, Department of Statistics (Degree granting institution)

Type :	Text

Extent :	109 p.

Language :	en

Identifier :	http://www.pyxida.aueb.gr/index.php?op=view_object&object_id=6401

Abstract :	The goal of the thesis is the study of graphs emphasizing on laplacian matrices and spectral clustering. The first chapter constitutes an introduction to graphs. In the second chapter we introduce laplacian matrices, while in the third chapter we represent some of the most ubiquitous spectral clustering algorithms. The application of the thesis is clustering of bond yield data. In the appendix we cite some code for the clustering of bond yield data.

Abstract :

The goal of the thesis is the study of graphs emphasizing on laplacian matrices and spectral clustering. The first chapter constitutes an introduction to graphs. In the second chapter we introduce laplacian matrices, while in the third chapter we represent some of the most ubiquitous spectral clustering algorithms. The application of the thesis is clustering of bond yield data. In the appendix we cite some code for the clustering of bond yield data.

Subject :	Graphs Laplacian matrices Spectral clustering

Date Available :	2018-07-18 11:35:07

Date Issued :	07/10/2018

Date Submitted :	2018-07-18 11:35:07

Access Rights :	Free access

Licence :

File: Lamprinakou_2018.pdf

Type: application/pdf

Login