Neural network behavior analysis based on transfer functions MLP & RB in face recognition
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Tarih
2018
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Assoc Computing Machinery
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
We 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 classification
Açıklama
1rst International Conference on Data Science, E-Learning and Information Systems (DATA) -- OCT 01-02, 2018 -- Univ Distancia Madrid, Madrid, SPAIN
alazzawi, abdulbasit/0000-0001-9210-7080
alazzawi, abdulbasit/0000-0001-9210-7080
Anahtar Kelimeler
Neural Network, Face Recognition, Artificial Intelligence, Machine Learning, Preprocessing Edge Detection
Kaynak
Proceedings of the First International Conference on Data Science, E-Learning and Information Systems 2018 (Data'18)
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
