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| Paper Abstract and Keywords | ||
| Presentation | 2022-07-22 11:20 [Invited Talk] Spectral Graph Theory and Its Application Yusuke Sakumoto (Kwansei Gakuin Univ.)  CQ2022-25 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | The spectral graph theory provides an algebraical approach to investigating the characteristics of networks using the eigenvalues and eigenvectors of a matrix (e.g., normalized Laplacian matrix) that represents the structure of the network. This theory is widely used to analyze networks in many studies. In this talk, we first give an overview of the entire research area related to the spectral graph theory. Then, as applications of the network analysis using the spectral graph theory, we introduce the research on anomaly detection of networks and network quantification. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Spectral Graph Theory / Laplacian Matrix / Network Analysis / Quantification of Network / Anomaly Detection / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 129, CQ2022-25, pp. 43-43, July 2022. | |
| Paper # | CQ2022-25 | |
| Date of Issue | 2022-07-14 (CQ) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | CQ2022-25 |
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| Conference Information | |
| Committee | CQ |
| Conference Date | 2022-07-21 - 2022-07-22 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Ritsumeikan Ibaraki Future Plaza Conference Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | QoE and QoS Optimization/Control, Network Optimization/Contorol, etc. |
| Paper Information | |
| Registration To | CQ |
| Conference Code | 2022-07-CQ |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Spectral Graph Theory and Its Application |
| Sub Title (in English) | |
| Keyword(1) | Spectral Graph Theory |
| Keyword(2) | Laplacian Matrix |
| Keyword(3) | Network Analysis |
| Keyword(4) | Quantification of Network |
| Keyword(5) | Anomaly Detection |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yusuke Sakumoto |
| 1st Author's Affiliation | Kwansei Gakuin University (Kwansei Gakuin Univ.) |
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| Speaker | Author-1 |
| Date Time | 2022-07-22 11:20:00 |
| Presentation Time | 40 minutes |
| Registration for | CQ |
| Paper # | CQ2022-25 |
| Volume (vol) | vol.122 |
| Number (no) | no.129 |
| Page | p.43 |
| #Pages | 1 |
| Date of Issue | 2022-07-14 (CQ) |
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