An efficient IoT based smart farming system using machine learning algorithms. - Nermeen Gamal Rezk; Ezz El-Din Hemdan; Abdel-Fattah Attia; Ayman El-Sayed; Mohamed A. El-Rashidy (Multim. Tools Appl., 2021)

An Efficient Plant Disease Recognition System Using Hybrid Convolutional Neural Networks (CNNs) and Conditional Random Fields (CRFs) for Smart IoT Applications in Agriculture. - Nermeen Gamal Rezk; Abdel-Fattah Attia; Mohamed A. El-Rashidy; Ayman El-Sayed; Ezz El-Din Hemdan (Int. J. Comput. Intell. Syst., 2022)

An efficient IoT based framework for detecting rice disease in smart farming system. - Nermeen Gamal Rezk; Ezz El-Din Hemdan; Abdel-Fattah Attia; Ayman El-Sayed; Mohamed A. El-Rashidy (Multim. Tools Appl., 2023)

Accurate multi-phase unsupervised and supervised approach to fault detection in power transmission networks. - Nermeen Gamal Rezk; Ragab A. El-Sehiemy; Abdel-Fattah Attia; Heba El-Behery (Neural Comput. Appl., 2025)