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Author

Mohammed Awad

Observed names: M. Awad, Mohammed AWAD
ORCID: 0000-0002-5053-0785
Observed ORCID: 0000-0002-5053-0785
OpenAlex ID: A5079305900
Prediction of Time Series Using RBF Neural Networks: A New Approach of Clustering
2009 · Mohammed Awad, H. Pomares, et al. · The International Arab Journal of Information Technology · 42
Enhanced RBF neural network model for time series prediction of solar cells panel depending on climate conditions (temperature and irradiance)
2016 · Mohammed Awad, Ibrahim Qasrawi · Neural Computing and Applications · 36
Hybrid deep learning and metaheuristic model based stroke diagnosis system using electroencephalogram (EEG)
2023 · Aktham Sawan, Mohammed Awad, et al. · Biomedical Signal Processing and Control · 28
Prediction of Water Demand Using Artificial Neural Networks Models and Statistical Model
2019 · Mohammed Awad, Mohammed Zaid-Alkelani · International Journal of Intelligent Systems and Applications · 25
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Time series forecasting of electricity consumption using hybrid model of recurrent neural networks and genetic algorithms
2024 · Ali Hussein, Mohammed Awad · Measurement Energy · 20
FedCSD: A Federated Learning Based Approach for Code-Smell Detection
2024 · Sadi Alawadi, Khalid Alkharabsheh, et al. · IEEE Access · 20
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Using weighted Support Vector Machine to address the imbalanced classes problem of Intrusion Detection System
2018 · Alaeddin Alabdallah, Mohammed Awad · KSII Transactions on Internet and Information Systems · 20
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Enhanced variants of crow search algorithm boosted with cooperative based island model for global optimization
2023 · Thaer Thaher, Alaa Sheta, et al. · Expert Systems with Applications · 18
An enhanced clustering function approximation technique for a radial basis function neural network
2011 · H. Pomares, I. Rojas, et al. · Mathematical and Computer Modelling · 15
Addressing Imbalanced Classes Problem of Intrusion Detection System Using Weighted Extreme Learning Machine
2019 · Mohammed Awad, Alaeddin Alabdallah · International journal of Computer Networks & Communications · 13
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A Smart Clustering Based Approach To Dynamic Bandwidth Allocation In Wireless Networks
2016 · Mohammed Awad, Abdelmunem Abuhasan · International journal of Computer Networks & Communications · 13
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Machine learning in colorectal cancer prediction and diagnosis: a systematic review of models' performance
2025 · Mohammad-Ali Abuzuhri, Shahenaz Najjar, et al. · International Journal of Medical Informatics · 12
Forecasting of chaotic time series using RBF neural networks optimized by genetic algorithms.
2017 · Mohammed Awad · The International Arab Journal of Information Technology · 12
Multigrid-based fuzzy systems for time series prediction: CATS competition
2007 · L.J. Herrera, H. Pomares, et al. · Neurocomputing · 12
An Enhanced Evolutionary Based Feature Selection Approach Using Grey Wolf Optimizer for the Classification of High-dimensional Biological Data
2022 · Thaer Thaher, Mohammed Awad, et al. · JUCS - Journal of Universal Computer Science · 10
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Explainable AI in Cardiology Diagnostics: A Systematic Review of Machine Learning, Meta-heuristic Optimization, and Clinical Text Mining for Coronary Artery Disease
2026 · Majdi Jaradat, Mohammed Awad · International Journal of Medical Informatics · 9
MultiGrid-Based Fuzzy Systems for Function Approximation
2004 · Luis Javier Herrera, Héctor Pomares, et al. · Lecture notes in computer science · 7
Forecasting of University Students' Performance Using A Hybrid Model of Neural Networks and Fuzzy Logic
2023 · Mahmoud Attieh, Mohammed Awad · Journal of Engineering Education/Journal of engineering education transformations/Journal of engineering education transformation · 6
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Machine Learning-based Approach for Stroke Classification using Electroencephalogram (EEG) Signals
2022 · Aktham Sawan, Mohammed Awad, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 6
Employment Recommendation System for Graduates Using Machine Learning
2023 · Yara Zayed, Yasmeen Salman, et al. · International Journal on Engineering Applications (IREA) · 5
Analysis of the TaSe-II TSK-Type Fuzzy System for Function Approximation
2005 · Luis Javier Herrera, Héctor Pomares, et al. · Lecture notes in computer science · 5
Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models
2005 · Luis Javier Herrera, Héctor Pomares, et al. · Lecture notes in computer science · 5
Colorectal cancer risk factor assessment in Palestine using machine learning models
2024 · Mohammad A.Z. Abu Zuhri, Mohammed Awad, et al. · International Journal of Medical Engineering and Informatics · 4
Input Variable Selection Using Parallel Processing of RBF Neural Networks
2010 · Mohammed Awad · The International Arab Journal of Information Technology · 4
Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach
2005 · Mohammed Awad, Héctor Pomares, et al. · Lecture notes in computer science · 4
Works count: 41
Citation count: 371
H-index: 12
I10-index: 15
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