Browsing by Author "Aldin, Noor Baha"

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Accuracy comparison of different batch size for a supervised machine learning task with image classification

Aldin, Noor Baha; Aldin, Shaima Safa Aldin Baha (IEEE, 2022)

Machine learning is a type of artificial intelligence where computers solve issues by considering examples of real-world data. Within machine learning, there are various types of techniques or tasks such as supervised, ...
Enhanced image classification using edge CNN (E-CNN)

Aldin, Shaima Safa; Aldin, Noor Baha; Aykac, Mahmut) (SPRINGER, FEB 2023)

Recently, deep learning has become a hot topic in wide fields, especially in the computer vision that proved its efficiency in processing images. However, it tends to overfit or consumes a long learning time in many ...
Quad-color image encryption based on Chaos and Fibonacci Q-matrix

Aldin, Shaima Safa Aldin Baha; Aykac, Mahmut; Aldin, Noor Baha (SPRINGER, JUN 2023)

The Information technology requires the transmission of daily-life images that may reach to millions or even more. Thus, securing them becomes an urgent matter using the encryption technique. Where, a secret key is used ...