Enhancing crop recommendation systems with explainable artificial intelligence: a study on agricultural decision-making

MY Shams, SA Gamel, FM Talaat - Neural Computing and Applications, 2024 - Springer
Abstract Crop Recommendation Systems are invaluable tools for farmers, assisting them in
making informed decisions about crop selection to optimize yields. These systems leverage …

SleepSmart: an IoT-enabled continual learning algorithm for intelligent sleep enhancement

SA Gamel, FM Talaat - Neural Computing and Applications, 2024 - Springer
Sleep is an essential physiological process that is crucial for human health and well-being.
However, with the rise of technology and increasing work demands, people are …

Improving the accuracy of diagnostic predictions for power transformers by employing a hybrid approach combining SMOTE and DNN

SA Gamel, SSM Ghoneim, YA Sultan - Computers and Electrical …, 2024 - Elsevier
In power transformers, accurate diagnosis prediction plays a crucial role in ensuring the
reliability and efficiency of electrical systems. This paper presents an enhanced diagnostic …

Intelligent Bayesian Inference for Multiclass Lung Infection Diagnosis: Network Analysis of Ranked Gray Level Co-occurrence (GLCM) Features

RNM Khan, A Majid, SO Shim, S Habibullah… - New Generation …, 2024 - Springer
Deep learning-powered AI tools offer significant potential to improve COVID-19 lung
infection diagnosis. This study proposes a novel AI-based image analysis method for …

Transforming Ophthalmic Care: The Role of AI in Accurate Eye Disease Classification EDC

SA Gamel, IS Alansari, SS Safa'a… - 2024 41st National …, 2024 - ieeexplore.ieee.org
This research describes a unique strategy to classifying eye illnesses utilizing a
Convolutional Neural Network (CNN) modification. The objective is to develop an automated …

Advancing Cardiac Image Processing: An Innovative Model Utilizing Canny Edge Detection For Enhanced Diagnostics

S Mohamed, MB Elboshy, HA Khater… - 2024 41st National …, 2024 - ieeexplore.ieee.org
Cardiovascular disease is a leading cause of mortality worldwide, necessitating the
development of advanced diagnostic techniques. This research paper introduces an …

Enhancing Facial Emotion Recognition with a Modified Deep Convolutional Neural Network

SA Gamel, H Khater - Journal of Engineering Research, 2023 - journals.ekb.eg
Understanding and predicting human character traits play a crucial role in various domains
ranging from psychology to human resources. With the advent of artificial intelligence (AI) …