Recommendation system for carbon dioxide emissions reduction in Bahrain using machine learning

Authors: Yaqoob Neaman Alhasan, Abdelhameed Ibrahim

Source: IET Conference Proceedings. 2024:816-821

Optimizing wastewater treatment plant operations: a machine learning approach for energy consumption and climate dynamics analysis

Authors: Mahmoud Elshabrawy, Faris H. Rizk, Ahmed Mohamed Zaki, Marwa M. Eid, Ali E. Takieldeen, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Laith Abualigah, El-Sayed M. El-kenawy

Source: IET Conference Proceedings. 2024:119-124

Analysis of machine learning models for IoT malware detection in network traffic

Authors: Maram Aljasim, Abdelhameed Ibrahim

Source: IET Conference Proceedings. 2024:741-746

A Novel Binary Swordfish Movement Optimization Algorithm (BSMOA) for Efficient Feature Selection

Authors: El El-Sayed, Amel Ali Alhussan, Doaa Sami Khafaga, Amal H. Alharbi, Sarah A. Alzakari, Abdelaziz A. Abdelhamid, Abdelhameed Ibrahim, Marwa M. Eid

Source: Fusion: Practice and Applications. 19:170-186

Comment Feedback Optimization Algorithm (CFOA): A Feedback-Driven Framework for Robust and Adaptive Optimization

Authors: El El-Sayed, Amel Ali Alhussan, Doaa Sami Khafaga, Amal H. Alharbi, Sarah A. Alzakari, Abdelaziz A. Abdelhamid, Abdelhameed Ibrahim, Marwa M. Eid

Source: Journal of Intelligent Systems and Internet of Things. 16:123-141

Dynamic Leader Sibha Algorithm (DLSA): A Novel Hierarchical Metaheuristic Approach for Solving Engineering Design Problems

Authors: El El-Sayed, Amel Ali Alhussan, Doaa Sami Khafaga, Amal H. Alharbi, Sarah A. Alzakari, Abdelaziz A. Abdelhamid, Abdelhameed Ibrahim, Marwa M. Eid

Source: Journal of Cybersecurity and Information Management. 16:120-133

Ocotillo Optimization Algorithm (OcOA): A Desert-Inspired Metaheuristic for Adaptive Optimization

Authors: El El-Sayed, Faris H. Rizk, Ahmed Mohamed Zaki, Mahmoud Elshabrawy Mohamed, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Nima Khodadadi, Ehab M. Almetwally, Marwa M. Eid

Source: Journal of Artificial Intelligence and Metaheuristics. 8:39-59

Smart City Electricity Load Forecasting Using Greylag Goose Optimization-Enhanced Time Series Analysis

Authors: El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Amel Ali Alhussan, Doaa Sami Khafaga, Ayman E. M. Ahmed, Marwa M. Eid

Source: Arabian Journal for Science and Engineering.

An optimized model for Liver disease classification based on BPSO Using Machine learning models

Authors: El-Sayed M. El-Kenawy, Nima Khodadadi, Abdelhameed Ibrahim, Marwa M. Eid, Ahmed M. Osman, Ahmed M. Elshewey

Source: Mesopotamian Journal of Computer Science. 2024:214-223

Credit Card Fraud Detection based on Deep Learning Models

Authors: El-Sayed M. El-Kenawy, Ahmed Mohamed Zaki, Wei Hong Lim, Abdelhameed Ibrahim, Marwa M. Eid, Ahmed M. Osman, Ahmed M. Elshewey

Source: Mesopotamian Journal of Computer Science. 2024:204-213

iHow Optimization Algorithm: A Human-Inspired Metaheuristic Approach for Complex Problem Solving and Feature Selection

Authors: El-Sayed M. El-Kenawy, Faris H. Rizk, Ahmed Mohamed Zaki, Mahmoud Elshabrawy, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Nima Khodadadi, Ehab M. ALmetwally, Marwa M. Eid

Source: Journal of Artificial Intelligence in Engineering Practice. 1:36-53

Predicting Sleep Disorders: Leveraging Sleep Health and Lifestyle Data with Dipper Throated Optimization Algorithm for Feature Selection and Logistic Regression for Classification

Authors: El-Sayed M. El-kenawy, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Nima Khodadadi, Laith Abualigah, Marwa M. Eid

Source: Computational Journal of Mathematical and Statistical Sciences, Vol 3, Iss 2, Pp 341-358 (2024)

Subject Terms: TK7885-7895, Computer engineering. Computer hardware, feature selection, logistic regression, Statistics, QA1-939, lifestyle factors, dipper throated optimization algorithm, sleep health, Mathematics, HA1-4737

Access URL: https://doaj.org/article/d006949395de41aa93fd494312fa63c5

Predicting normalized difference vegetation index using a deep attention network with bidirectional GRU: a hybrid parametric optimization approach

Authors: Nima Khodadadi, S. K. Towfek, Ahmed Mohamed Zaki, Amal H. Alharbi, Ehsan Khodadadi, Doaa Sami Khafaga, Laith Abualigah, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Marwa M. Eid

Source: International Journal of Data Science and Analytics. 20:3119-3146

NiOA: A Novel Metaheuristic Algorithm Modeled on the Stealth and Precision of Japanese Ninjas

Authors: El-Sayed M. El-Kenawy, Faris H. Rizk, Ahmed Mohamed Zaki, Mahmoud Elshabrawy, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Nima Khodadadi, Ehab M. ALmetwally, Marwa M. Eid

Source: Journal of Artificial Intelligence in Engineering Practice. 1:17-35

Potato Leaf Disease Classification Using Optimized Machine Learning Models and Feature Selection Techniques

Authors: Marwa Radwan, Amel Ali Alhussan, Abdelhameed Ibrahim, Sayed M. Tawfeek

Source: Potato Research. 68:897-921

Subject Terms: 2. Zero hunger, 0202 electrical engineering, electronic engineering, information engineering, 0401 agriculture, forestry, and fisheries, 04 agricultural and veterinary sciences, 02 engineering and technology, 15. Life on land

Regression Models for Predicting Gamified Educational Outcomes

Authors: Abdelhameed Ibrahim, Christos Gatzoulis, Marwa M. Eid, Faris H. Rizk, Laith Abualigah, El-Sayed M. El-kenawy

Source: 2024 International Telecommunications Conference (ITC-Egypt). :537-542

Revolutionizing Oil Spill Detection: A Machine Learning Approach for Satellite Image Classification

Authors: Khaled Sherif, Faris H. Rizk, Ahmed Mohamed Zaki, Marwa M. Eid, Nima Khodadadi, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Laith Abualigah, El-Sayed M. El-Kenawy

Source: 2024 International Telecommunications Conference (ITC-Egypt). :245-250

Pothole Detection in Asphalt Roads: A Comprehensive Approach for Enhanced Road Maintenance and Safety with AlexNet Model

Authors: Mark Emad Sobhi Abdelmalak, Nima Khodadadi, Ahmed Mohamed Zaki, Marwa M. Eid, Faris H. Rizk, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Laith Abualigah, El-Sayed M. El-kenawy

Source: 2024 International Telecommunications Conference (ITC-Egypt). :269-274

Improved cancer detection through feature selection using the binary Al Biruni Earth radius algorithm

Authors: El-Sayed M. El-Kenawy, Nima Khodadadi, Marwa M. Eid, Ehsaneh Khodadadi, Ehsan Khodadadi, Doaa Sami Khafaga, Amel Ali Alhussan, Abdelhameed Ibrahim, Mohamed Saber

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-19 (2025)

Subject Terms: Medical dataset, Feature selection, Al-Biruni Earth radius optimization algorithm, Cancer treatment, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/ec86cebc25834b80af4a120cecb2067d

Understanding the Impact of Mental Health on Academic Performance in Students Using Random Forest and Stochastic Fractal Search with Guided Whale Optimization Algorithm

Authors: Ahmed M. Elshewey, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Marwa M. Eid, Manish Kumar Singla, Alaa Kadhim Farhan

Source: Journal of Artificial Intelligence in Engineering Practice. 1:66-82