dc.contributor.author | Eroglu, Kubra | |
dc.contributor.author | Kilic, Niyazi | |
dc.contributor.author | Mehmetoglu, Eteri | |
dc.date.accessioned | 2021-03-02T23:05:11Z | |
dc.date.available | 2021-03-02T23:05:11Z | |
dc.identifier.citation | Eroglu K., Mehmetoglu E., Kilic N., "SUCCESS OF ENSEMBLE ALGORITHMS IN CLASSIFICATION OF ELECTRICAL IMPADENCE SPECTROSCOPY BREAST TISSUE RECORDS", 22nd IEEE Signal Processing and Communications Applications Conference (SIU), Trabzon, Türkiye, 23 - 25 Nisan 2014, ss.1419-1422 | |
dc.identifier.other | vv_1032021 | |
dc.identifier.other | av_106114bb-f0d3-4837-89f4-e9b5f340d11b | |
dc.identifier.uri | http://hdl.handle.net/20.500.12627/16510 | |
dc.identifier.uri | https://doi.org/10.1109/siu.2014.6830505 | |
dc.description.abstract | In this study was performed by using records from breast tissue electrical impedance spectroscopy analysis. The aim of the study is to reveal the impact of ensemble algorithms on success of the classification performance in the classification of normal and pathological breast tissue classification. For this purpose have been used three different ensemble algorithms they are bagging, adaboost, random subspaces and three main basic classifiers, which are RF, YSA, DVM. The results obtained are supplemented with performance analysis and ensemble algorithms have been demonstrated to increase classification performance results. The results obtained by the combined use of adaboost ensemble algorithm with RF basic classifier demonstrate, that the success rate was higher than the others (%89.62). | |
dc.language.iso | eng | |
dc.subject | Mühendislik ve Teknoloji | |
dc.subject | Bilgi Sistemleri, Haberleşme ve Kontrol Mühendisliği | |
dc.subject | Sinyal İşleme | |
dc.subject | TELEKOMÜNİKASYON | |
dc.subject | Mühendislik, Bilişim ve Teknoloji (ENG) | |
dc.subject | Mühendislik | |
dc.subject | MÜHENDİSLİK, ELEKTRİK VE ELEKTRONİK | |
dc.title | SUCCESS OF ENSEMBLE ALGORITHMS IN CLASSIFICATION OF ELECTRICAL IMPADENCE SPECTROSCOPY BREAST TISSUE RECORDS | |
dc.type | Bildiri | |
dc.contributor.department | İstanbul Arel Üniversitesi , , | |
dc.contributor.firstauthorID | 143446 | |