Neural network behavior analysis based on transfer functions MLP & RB in face recognition

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dc.contributor.authorMohammed, Tareq Abed
dc.contributor.authorAlazzawi, Abdulbasit
dc.contributor.authorUçan, Osman Nuri
dc.contributor.authorBayat, Oğuz
dc.date.accessioned2021-05-15T12:42:13Z
dc.date.available2021-05-15T12:42:13Z
dc.date.issued2018
dc.departmentMühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description1rst International Conference on Data Science, E-Learning and Information Systems (DATA) -- OCT 01-02, 2018 -- Univ Distancia Madrid, Madrid, SPAIN
dc.descriptionalazzawi, abdulbasit/0000-0001-9210-7080
dc.description.abstractWe performed multi-layer perceptron neural networks MLPNN and Radial Basis neural networks RBNN. In the MLPNN, we applied three layers (input, Hidden, and output) with sigmoid transfer function. Similarly, we used RBNN. Both classifiers are used after preprocessing operations BIOID data set is used in training and testing phases to test the proposed face recognition system combinations. According to the experimental results, the proposed schemes achieved satisfactory results with high accuracy classificationen_US
dc.description.sponsorshipInt Assoc Researchersen_US
dc.identifier.doi10.1145/3279996.3280011
dc.identifier.isbn978-1-4503-6536-9
dc.identifier.scopus2-s2.0-85058183167
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1145/3279996.3280011
dc.identifier.urihttps://hdl.handle.net/20.500.12939/910
dc.identifier.wosWOS:000511409000015
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorUçan, Osman Nuri
dc.institutionauthorBayat, Oğuz
dc.institutionauthorMohammed, Tareq Abed
dc.institutionauthorAlazzawi, Abdulbasit
dc.language.isoen
dc.publisherAssoc Computing Machineryen_US
dc.relation.ispartofProceedings of the First International Conference on Data Science, E-Learning and Information Systems 2018 (Data'18)
dc.relation.ispartofseriesACM International Conference Proceedings Series
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectNeural Networken_US
dc.subjectFace Recognitionen_US
dc.subjectArtificial Intelligenceen_US
dc.subjectMachine Learningen_US
dc.subjectPreprocessing Edge Detectionen_US
dc.titleNeural network behavior analysis based on transfer functions MLP & RB in face recognition
dc.typeConference Object

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WoS İndeksli Yayınlar Koleksiyonu
Bilgisayar Mühendisliği Bölümü Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu