Mohammed Awad

According to our database, Mohammed Awad authored at least 40 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhanced variants of crow search algorithm boosted with cooperative based island model for global optimization.

Thaer Thaher, Alaa F. Sheta, Mohammed Awad, Mohammed Aldasht

Expert Syst. Appl., March, 2024

Hybrid deep learning and metaheuristic model based stroke diagnosis system using electroencephalogram (EEG).

Aktham Sawan, Mohammed Awad, Radwan Qasrawi, Mohammad Sowan

Biomed. Signal Process. Control., January, 2024

Colorectal cancer risk factor assessment in Palestine using machine learning models.

Mohammad A. Z. Abu Zuhri, Mohammed Awad, Shahnaz Najjar, Nuha El Sharif, Issa Ghrouz

Int. J. Medical Eng. Informatics, 2024

FedCSD: A Federated Learning Based Approach for Code-Smell Detection.

Sadi Alawadi, Khalid Alkharabsheh, Fahed Alkhabbas, Victor R. Kebande, Feras M. Awaysheh, Fabio Palomba, Mohammed Awad

IEEE Access, 2024

2023

Recursive Feature Elimination with Cross-Validation with Decision Tree: Feature Selection Method for Machine Learning-Based Intrusion Detection Systems.

Mohammed Awad, Salam Fraihat

J. Sens. Actuator Networks, September, 2023

Intrusion detection system for large-scale IoT NetFlow networks using machine learning with modified Arithmetic Optimization Algorithm.

Salam Fraihat, Sharif Naser Makhadmeh, Mohammed Awad, Mohammed Azmi Al-Betar, Aneesa Al Redhaei

Internet Things, July, 2023

Classification of Stroke Using Machine Learning Techniques: Review Study.

Aktham Sawan, Mohammed Awad, Radwan Qasrawi

Proceedings of the International Conference on Control, Automation and Diagnosis, 2023

E-voting in Literature: Analyzing Nations' Interest.

Sarah Elfattal, Mohammed Awad, Shadi Ben Abderrahmen

Proceedings of the Central and Eastern European eDem and eGov Days 2023, 2023

Assessing the Stress-Reducing Effects of Quranic Listening: An EEG-Based Classification Study.

Aktham Sawan, Mohammed Awad

Proceedings of the 24th International Arab Conference on Information Technology, 2023

2022

Examining the Suitability of NetFlow Features in Detecting IoT Network Intrusions.

Mohammed Awad, Salam Fraihat, Khouloud Salameh, Aneesa Al Redhaei

Sensors, 2022

A Review of Recent Developments in Driver Drowsiness Detection Systems.

Yaman Albadawi, Maen Takruri, Mohammed Awad

Sensors, 2022

An Enhanced Evolutionary Based Feature Selection Approach Using Grey Wolf Optimizer for the Classification of High-dimensional Biological Data.

Thaer Thaher, Mohammed Awad, Mohammed Aldasht, Alaa F. Sheta, Hamza Turabieh, Hamouda Chantar

J. Univers. Comput. Sci., 2022

Hybrid Model for Coronary Artery Disease Classification Based on Neural Networks and Evolutionary Algorithms.

Mohammed Dwaikat, Mohammed Awad

J. Inf. Sci. Eng., 2022

Artificial neural network tactic to predict interest in majors in computing.

Sahar Idwan, Shereen Ismail, Moh'd Sami Ashhab, Mohammed Awad, Izzeddin Matar

Int. J. Comput. Aided Eng. Technol., 2022

Opinion Spamming: Analyzing the Accuracy of Online Detection Tools.

Mohammed Awad, Khouloud Salameh, Assamahou Malika Ngoungoure, Maryam Abdullah

Proceedings of the Central and Eastern European eDem and eGov Days, 2022

Using Business Intelligence to Analyze Road Traffic Accidents.

Mohammed Awad, Aneesa Al Redhaei, Salam Fraihat

Proceedings of the Central and Eastern European eDem and eGov Days, 2022

Machine Learning-based Approach for Stroke Classification using Electroencephalogram (EEG) Signals.

Aktham Sawan, Mohammed Awad, Radwan Qasrawi

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

A Highly Modular Software Framework for Reducing Software Development Time of Nanosatellites.

Aisha K. El Allam, Abdul-Halim M. Jallad, Mohammed Awad, Maen Takruri, Prashanth Reddy Marpu

IEEE Access, 2021

2019

Evaluating Learning Management System Usage at a Small University.

Mohammed Awad, Khouloud Salameh, Ernst L. Leiss

Proceedings of the 3rd International Conference on Information System and Data Mining, 2019

2018

Enhanced RBF neural network model for time series prediction of solar cells panel depending on climate conditions (temperature and irradiance).

Mohammed Awad, Ibrahim Qasrawi

Neural Comput. Appl., 2018

Randomization of Statistical Queries of Type Median: A Simulation Approach.

Jose Daniel Velazco Garcia, Mohammed Awad, Ernst L. Leiss

J. Comput. Sci., 2018

Using weighted Support Vector Machine to address the imbalanced classes problem of Intrusion Detection System.

Alaeddin Alabdallah, Mohammed Awad

KSII Trans. Internet Inf. Syst., 2018

Did Technology Fail Us?: Security Concerns in Safeguarding Democracy.

Mohammed Awad, Ernst L. Leiss

Proceedings of the 11th International Conference on Theory and Practice of Electronic Governance, 2018

Evaluating Cache Power Dissipation Across Different Process Technologies.

Shereen Ismail, Amal Ahmad, Mohammed Awad, Mohammad Abdul Jawad

Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

2017

Hybrid Approach to Optimize the Centers of Radial Basis Function Neural Network Using Particle Swarm Optimization.

Monir Foqaha, Mohammed Awad

J. Comput., 2017

Forecasting of chaotic time series using RBF neural networks optimized by genetic algorithms.

Mohammed Awad

Int. Arab J. Inf. Technol., 2017

Enhanced hybrid method of divide-and-conquer and RBF neural networks for function approximation of complex problems.

Mohammed Awad

Turkish J. Electr. Eng. Comput. Sci., 2017

2013

End-to-End cryptographic voting: Potentials and limitations.

Mohammed Awad, Ernst L. Leiss

Proceedings of the 8th International Conference for Internet Technology and Secured Transactions, 2013

2012

An enhanced clustering function approximation technique for a radial basis function neural network.

Héctor Pomares, Ignacio Rojas, Mohammed Awad, Olga Valenzuela

Math. Comput. Model., 2012

Approximating i/o data using wavelet neural networks: control the position of mother wavelet.

Mohammed Awad

Int. Arab J. Inf. Technol., 2012

2010

Input Variable Selection Using Parallel Processing of RBF Neural Networks.

Mohammed Awad

Int. Arab J. Inf. Technol., 2010

2009

Prediction of Time Series Using RBF Neural Networks: A New Approach of Clustering.

Mohammed Awad, Héctor Pomares, Ignacio Rojas Ruiz, Osama Salameh, Mai Hamdon

Int. Arab J. Inf. Technol., 2009

2007

Multigrid-based fuzzy systems for time series prediction: CATS competition.

Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González, Mohammed Awad, Ana Herrera

Neurocomputing, 2007

2005

Interpretable Rule Extraction and Function Approximation from Numerical Input/Output Data Using the Modified Fuzzy TSK Model, TaSe Model.

Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Mohammed Awad, Jesús González

Proceedings of the Rough Sets, 2005

Clustering-Based TSK Neuro-fuzzy Model for Function Approximation with Interpretable Sub-models.

Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Jesús González, Mohammed Awad

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Input Variable Selection in Hierarchical RBF Networks.

Mohammed Awad, Héctor Pomares, Ignacio Rojas, Luis Javier Herrera, Alberto Prieto

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach.

Mohammed Awad, Héctor Pomares, Luis Javier Herrera, Jesús González, Alberto Guillén, Fernando Rojas

Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Analysis of the TaSe-II TSK-Type Fuzzy System for Function Approximation.

Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Mohammed Awad, Olga Valenzuela

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

2004

MultiGrid-Based Fuzzy Systems for Function Approximation.

Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Olga Valenzuela, Mohammed Awad

Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

MultiGrid-Based Fuzzy Systems for Time Series: Forecasting: Overcoming the curse of dimensionality.

Luis Javier Herrera, Ignacio Rojas Ruiz, Héctor Pomares, Olga Valenzuela, Jesús González, Mohammed Awad

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004