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dc.contributor.authorMohammed, Tareq Abed
dc.contributor.authorAlazzawi, Abdulbasit
dc.contributor.authorUçan, Osman Nuri
dc.contributor.authorBayat, Oğuz
dc.description1rst International Conference on Data Science, E-Learning and Information Systems (DATA) -- OCT 01-02, 2018 -- Univ Distancia Madrid, Madrid, SPAINen_US
dc.descriptionalazzawi, abdulbasit/0000-0001-9210-7080en_US
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.publisherAssoc Computing Machineryen_US
dc.relation.ispartofseriesACM International Conference Proceedings Series
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 recognitionen_US
dc.departmentMühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.department-temp[Mohammed, Tareq Abed; Alazzawi, Abdulbasit; Ucan, Osman N.; Bayat, Oguz] Altinbas Univ, Collage Engn, Istanbul, Turkey; [Mohammed, Tareq Abed] Kirkuk Univ, Collage Sci, Kirkuk, Iraq; [Alazzawi, Abdulbasit] Diyala Univ, Collage Sci, Diyala, Iraqen_US
dc.contributor.institutionauthorUçan, Osman Nuri
dc.contributor.institutionauthorBayat, Oğuz
dc.contributor.institutionauthorMohammed, Tareq Abed
dc.contributor.institutionauthorAlazzawi, Abdulbasit
dc.relation.journalProceedings of the First International Conference on Data Science, E-Learning and Information Systems 2018 (Data'18)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US

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