Representing Earthquake Accelerogram Records for Cnn Utilization
| dc.contributor.author | Cikis, Melis | |
| dc.contributor.author | Tileyoglu, Salih | |
| dc.contributor.author | Akagunduz, Erdem | |
| dc.contributor.other | 06.05. İnşaat Mühendisliği | |
| dc.contributor.other | 06. Mühendislik Fakültesi | |
| dc.contributor.other | 01. Çankaya Üniversitesi | |
| dc.date.accessioned | 2022-12-07T12:04:11Z | |
| dc.date.accessioned | 2025-09-18T12:48:43Z | |
| dc.date.available | 2022-12-07T12:04:11Z | |
| dc.date.available | 2025-09-18T12:48:43Z | |
| dc.date.issued | 2020 | |
| dc.description.abstract | In this study, a spectrogram based false color representation of earthquake accelergrams is proposed and its usability for both human investigation and its application in convolutional networks are discussed. By using more than forty two thousand earthquake records open to the public, an epicenter clustering algorithm was employed, and it was observed that earthquakes in similar clusters produce similar representations. The prospective purpose of the proposed representation is to estimate the epicenter of an earthquake by processing the accelerograms recorded in a single station using convolutional networks. | en_US |
| dc.identifier.citation | Çıkış, Melis; Tileyoglu, Salih; Akagunduz, Erdem (2020). "Representing Earthquake Accelerogram Records for CNN Utilization", 28th Signal Processing and Communications Applications Conference, SIU 2020Gaziantep5 October 2020through 7 October 2020. | en_US |
| dc.identifier.doi | 10.1109/SIU49456.2020.9302312 | |
| dc.identifier.isbn | 9781728172064 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.scopus | 2-s2.0-85100301872 | |
| dc.identifier.uri | https://doi.org/10.1109/SIU49456.2020.9302312 | |
| dc.identifier.uri | https://hdl.handle.net/123456789/12149 | |
| dc.language.iso | tr | en_US |
| dc.publisher | Ieee | en_US |
| dc.relation.ispartof | 28th Signal Processing and Communications Applications Conference (SIU) -- OCT 05-07, 2020 -- ELECTR NETWORK | en_US |
| dc.relation.ispartofseries | Signal Processing and Communications Applications Conference | |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Earthquake Accelograms | en_US |
| dc.subject | Epicenter Clustering | en_US |
| dc.subject | Convolutinal Neural Networks | en_US |
| dc.title | Representing Earthquake Accelerogram Records for Cnn Utilization | en_US |
| dc.title | Representing Earthquake Accelerogram Records for CNN Utilization | tr_TR |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.institutional | Tileylioğlu, Salih | |
| gdc.author.scopusid | 57221814749 | |
| gdc.author.scopusid | 23478717400 | |
| gdc.author.scopusid | 8331988500 | |
| gdc.author.wosid | Akagündüz, Erdem/W-1788-2018 | |
| gdc.description.department | Çankaya University | en_US |
| gdc.description.departmenttemp | [Cikis, Melis; Akagunduz, Erdem] Cankaya Univ, Dept Elect & Elect Engn, Ankara, Turkey; [Tileyoglu, Salih] Kadir Has Univ, Dept Civil Engn, Istanbul, Turkey | en_US |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| gdc.description.woscitationindex | Conference Proceedings Citation Index - Science | |
| gdc.identifier.openalex | W3120715898 | |
| gdc.identifier.wos | WOS:000653136100286 | |
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| gdc.openalex.normalizedpercentile | 0.18 | |
| gdc.opencitations.count | 0 | |
| gdc.plumx.scopuscites | 0 | |
| gdc.scopus.citedcount | 0 | |
| gdc.wos.citedcount | 0 | |
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