| Presentation | 2022-07-22 [Invited Talk] Spectral Graph Theory and Its Application Yusuke Sakumoto, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Spectral Graph Theory / Laplacian Matrix / Network Analysis / Quantification of Network / Anomaly Detection |
| Paper # | CQ2022-25 |
| Date of Issue | 2022-07-14 (CQ) |
| Conference Information | |
| Committee | CQ |
|---|---|
| Conference Date | 2022/7/21(2days) |
| 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. |
| Chair | Jun Okamoto(NTT) |
| Vice Chair | Takefumi Hiraguri(Nippon Inst. of Tech.) / Gou Hasegawa(Tohoku Univ.) |
| Secretary | Takefumi Hiraguri(NTT) / Gou Hasegawa(Ritsumeikan Univ.) |
| Assistant | Kimiko Kawashima(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] 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 |
| 1st Author's Name | Yusuke Sakumoto |
| 1st Author's Affiliation | Kwansei Gakuin University(Kwansei Gakuin Univ.) |
| Date | 2022-07-22 |
| Paper # | CQ2022-25 |
| Volume (vol) | vol.122 |
| Number (no) | CQ-129 |
| Page | pp.pp.43-43(CQ), |
| #Pages | 1 |
| Date of Issue | 2022-07-14 (CQ) |