Information network representation learning and its applications – Van Vang Le
Van Vang Le
Doctoral thesis
Information network representation learning and its applications
Information network representation learning and its applications
Abstract:
Information networks such as social network, citation network, email communications network, etc are becoming more and more popular and attracts a lot of research because their applications on real-life. Representation learning attempts to build a low-dimensional representation for each object in their information network but still preserving the semantic information. In this thesis, we're going to …moreAbstract:
Information networks such as social network, citation network, email communications network, etc are becoming more and more popular and attracts a lot of research because their applications on real-life. Representation learning attempts to build a low-dimensional representation for each object in their information network but still preserving the semantic information. In this thesis, we're going to …more
Language used: English
Date on which the thesis was submitted / produced: 9. 11. 2022
Identifier:
http://hdl.handle.net/10084/151363
Thesis defence
- Date of defence: 15. 2. 2023
- Supervisor: Václav Snášel
- Reader: Pavel Krömer, Roman Šenkeřík, Peter Vojtáš
Citation record
ISO 690-compliant citation record:
LE, Van Vang. \textit{Information network representation learning and its applications}. Online. Doctoral theses, Dissertations. Ostrava: VŠB - Technical University of Ostrava, Fakulta elektrotechniky a informatiky. 2022. Available from: https://theses.cz/id/0bobg7/.
Full text of thesis
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Contents of on-line thesis archive
Published in Theses:- autentizovaným zaměstnancům ze stejné školy/fakulty
Other ways of accessing the text
Institution archiving the thesis and making it accessible: VŠB – Technická univerzita OstravaVSB – Technical University of Ostrava
Fakulta elektrotechniky a informatikyDoctoral programme / field:
Informatika, komunikační technologie a aplikovaná matematika / Informatika
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