| dc.contributor.author | Altan, Gökhan | |
| dc.contributor.author | Kutlu, Yakup | |
| dc.contributor.author | Allahverdi, Novruz | |
| dc.date.accessioned | 12.07.201910:50:10 | |
| dc.date.accessioned | 2019-07-12T22:06:18Z | |
| dc.date.available | 12.07.201910:50:10 | |
| dc.date.available | 2019-07-12T22:06:18Z | |
| dc.date.issued | 2018 | |
| dc.identifier.citation | Altan, G., Kutlu, Y., Allahverdi, N. (2018). Deep Learning for Copd Analysis Using Lung Sounds. Proceedings of the 6th Internatıonal Conference on Control and Optimization With Industrial Applications, Vol II, pp 74-76. | en_US |
| dc.identifier.isbn | 978-9952-37-093-5 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12508/689 | |
| dc.description | 6th International Conference on Control and Optimization with Industrial Applications (COIA) | en_US |
| dc.description | WOS: 000463894700022 | en_US |
| dc.description.abstract | In this study, Hilbert-Huang Transform (HHT) was applied to the lung sounds from RespiratoryDatabase@TR and the statistical features were calculated from the different modulations of the HHT. The statistical features were fed into the DBN to classify the lung sounds from Chronic Obstructive Pulmonary Disease (COPD) and healthy subjects. | |
| dc.description.sponsorship | Minist Transport Commun & High Technologies Republ Azerbaijan, Baku State Univ, Inst Appl Math | en_US |
| dc.description.sponsorship | Scientific and Technological Research Council of Turkish [TUBITAK-116E190]; TUBITAK | en_US |
| dc.description.sponsorship | This study is supported by Scientific and Technological Research Council of Turkish (TUBITAK-116E190). The authors express their thanks to TUBITAK for providing fully support. | en_US |
| dc.language.iso | eng | en_US |
| dc.publisher | Baku State University | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Deep learning | en_US |
| dc.subject | DBN | en_US |
| dc.subject | Deep belief networks | en_US |
| dc.subject | Hilbert-Huang transform | en_US |
| dc.subject | COPD | en_US |
| dc.subject | RespiratoryDatabase@TR | en_US |
| dc.subject.classification | Automation & Control Systems | en_US |
| dc.subject.classification | Operations Research & Management Science | en_US |
| dc.title | Deep Learning for COPD Analysis Using Lung Sounds | en_US |
| dc.type | conferenceObject | en_US |
| dc.relation.journal | Proceedings of the 6th Internatıonal Conference on Control and Optimization With Industrial Applications, Vol II | en_US |
| dc.contributor.department | Mühendislik ve Doğa Bilimleri Fakültesi -- Bilgisayar Mühendisliği Bölümü | en_US |
| dc.identifier.startpage | 74 | en_US |
| dc.identifier.endpage | 76 | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.contributor.isteauthor | Altan, Gökhan | en_US |
| dc.contributor.isteauthor | Kutlu, Yakup | en_US |
| dc.relation.index | Web of Science Core Collection - Conference Proceedings Citation Index- Science | en_US |
