USE OF ARTIFICIAL IMMUNE SYSTEMS AND ARTIFICIAL NEURAL NETWORKS IN PROSTATE CANCER CLASSIFICATION
| dc.contributor.author | Ozsen, Seral | |
| dc.contributor.author | Cingilli Vural, Hasibe | |
| dc.date.accessioned | 2020-03-26T18:58:45Z | |
| dc.date.available | 2020-03-26T18:58:45Z | |
| dc.date.issued | 2014 | |
| dc.department | Selçuk Üniversitesi | en_US |
| dc.description | 22nd IEEE Signal Processing and Communications Applications Conference (SIU) -- APR 23-25, 2014 -- Karadeniz Teknik Univ, Trabzon, TURKEY | en_US |
| dc.description.abstract | Before analysing cells in Laboratory in prostate cancer detection, a classification system can give valuable information about the cancer. In this study, classification of prostate cancer classification was realized by Artificial Immune Systems (AIS) and Artificial Neural Networks (ANN). 50 data were used in which 17 data belong to healty persons, 33 data belong to patients. Training-test data which were divided by 3-fold cross validation were applied to both system and 97.92% classification accuracy was obtained by AIS while ANN reached an accuracy of 100%. | en_US |
| dc.description.sponsorship | IEEE, Karadeniz Tech Univ, Dept Comp Engn & Elect & Elect Engn | en_US |
| dc.identifier.endpage | 90 | en_US |
| dc.identifier.isbn | 978-1-4799-4874-1 | |
| dc.identifier.issn | 2165-0608 | en_US |
| dc.identifier.startpage | 87 | en_US |
| dc.identifier.uri | https://hdl.handle.net/20.500.12395/31266 | |
| dc.identifier.wos | WOS:000356351400002 | en_US |
| dc.identifier.wosquality | N/A | en_US |
| dc.indekslendigikaynak | Web of Science | en_US |
| dc.language.iso | tr | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.ispartof | 2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU) | en_US |
| dc.relation.ispartofseries | Signal Processing and Communications Applications Conference | |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.selcuk | 20240510_oaig | en_US |
| dc.title | USE OF ARTIFICIAL IMMUNE SYSTEMS AND ARTIFICIAL NEURAL NETWORKS IN PROSTATE CANCER CLASSIFICATION | en_US |
| dc.type | Conference Object | en_US |
