Publications

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2023
Alshaikh, H., H. A. Hefny, and N. R. Darwish, "Crypto-Ransomware Detection and Prevention Techniques and Tools: A Survey", International Journal of Computing and Digital Systems, vol. 14, issue 1, pp. 10299-10308, 2023.
Abdelhay, M., A. Mohammed, and H. A. Hefny, "Deep learning for Arabic healthcare: MedicalBot", Social Network Analysis and Mining, vol. 13, pp. 2-17, 2023.
Mohamed, H., A. Hamza, and H. Hefny, "An Efficient Intrusion Detection Approach Using Ensemble Deep Learning models for IoT", International Journal of Intelligent Engineering & Systems, vol. 16, issue 1, pp. 350-363, 2023.
ZAYED, R. E. D. A. A., L. F. Ibrahim, H. A. Hefny, H. A. Salman, and A. B. D. U. L. A. Z. I. Z. ALMOHIMEED, "Experimental and Theoretical Study for the Popular Shilling Attacks Detection Methods in Collaborative Recommender System", IEEE Access, vol. 11, pp. 79358-79369, 2023.
Abdulmajeed, H. H., and H. A. Hefny, "A learning-based approach to improving multicast network performance ", Int. J. Communication Networks and Distributed Systems, vol. 29, issue 6, pp. 631-652, 2023.
Ezzat, M., H. A. Hefny, and A. Mohamed, "Multimedia Transfer Over Wi-Fi Direct based on Fuzzy Clustering for Vehicular Communications ", Recent Advances in Computer Science and Communications, vol. 16, issue 9, pp. 42-57, 2023.
Mamdouh, M., M. Ezzat, and Hesham A. Hefny, "A novel intelligent approach for fight delay prediction", Journal of Big Data , vol. 10, pp. 1-40, 2023.
Awaad, A. M., and H. Hefny, "Parallel Implementation of Statistical DBSCAN Algorithm for Spark-based Clustering on Goolgle Cloud Platform", International Journal of Intelligent Engineering & Systems, vol. 16, issue 2, pp. 279-290, 2023.
Sayed, S. A., Y. Abdelhamid, and H. A. Hefny, "Traffic Flow Prediction Using Big Data and Geographic Information Systems: A Survey of Data Sources, Frameworks, Challenges, and Opportunities", International Journal of Computing and Digital Systems, vol. 14, issue 1, pp. 613-632, 2023.
ZAYED, R. E. D. A. A., L. F. Ibrahim, H. A. Hefny, H. A. Salman, and A. B. D. U. L. A. Z. I. Z. ALMOHIMEED, "Using Ensemble Method to Detect Attacks in the Recommender System", IEEE Access, vol. 11, pp. 111315-111323, 2023.
2022
Afifi, W., H. A. Hefny, and N. R. Darwish, "Adaptive Kalman Filter for Free GPS Localization with Fuzzy Intersection Method", International Journal of Intelligent Engineering & Systems, vol. 15, issue 4, pp. 394-405, 2022.
Hamed, S., M. Ezzat, and H. Hefny, "Augmented Deep Learning Model for Social Network Sentiment Analysis", International Journal of Intelligent Systems and Applications in Engineering , vol. 10, issue 4, pp. 246-255, 2022.
Sayedahmed, H. A. M., E. M. Elgamal, and H. A. Hefny, "F-802.11P: A FUZZY ENHANCEMENT FOR IEEE 802.11P IN VEHICLE-TO-EVERYTHING COMMUNICATIONS", International Journal of Computer Networks & Communications (IJCNC), vol. 14, issue 4, pp. 19-40, 2022.
Sayedahmed, H. A. M., E. M. Elgamal, and H. A. Hefny, "F-802.11P: A FUZZY ENHANCEMENT FOR IEEE 802.11P IN VEHICLE-TO-EVERYTHING COMMUNICATIONS", International Journal of Computer Networks & Communications (IJCNC), vol. 14, issue 4, pp. 19-40, 2022.
Sayedahmed, H. A. M., E. M. Elgamal, and H. A. Hefny, "F-802.11P: A FUZZY ENHANCEMENT FOR IEEE 802.11P IN VEHICLE-TO-EVERYTHING COMMUNICATIONS", International Journal of Computer Networks & Communications (IJCNC), vol. 14, issue 4, pp. 19-40, 2022.
Hendam, A., A. F. Al‑Sadek, and H. A. Hefny, "Molecular Dynamic Simulation of Neurexin1α Mutations Associated with Mental Disorder", Journal of Molecular Neuroscience, vol. 72, pp. 2252-2272, 2022.
Soliman, K., M. Mahmood, H. Hefny, and N. Darwish, "An Overlapping Community Framework for Personalized Location Recommendation System", International Journal of Intelligent Engineering & Systems, vol. 15, issue 3, pp. 427-440, 2022.
Elqeblawy, N., A. Mohammed, and Hesham A. Hefny, "A PROPOSED FUZZY LOGIC APPROACH FOR CONSERVING THE ENERGY OF DATA TRANSMISSION IN THE TEMPERATURE MONITORING SYSTEMS OF THE INTERNET OF THINGS", International Journal of Computer Networks & Communications (IJCNC), vol. 14, issue 2, pp. 97-114, 2022.
Elqeblawy, N., A. Mohammed, and Hesham A. Hefny, "A PROPOSED FUZZY LOGIC APPROACH FOR CONSERVING THE ENERGY OF DATA TRANSMISSION IN THE TEMPERATURE MONITORING SYSTEMS OF THE INTERNET OF THINGS", International Journal of Computer Networks & Communications (IJCNC), vol. 14, issue 2, pp. 97-114, 2022.
2021
Ghareeb, A. M., N. R. Darwish, and H. Hefny, "Assessing the performance of e-government services through multi-criteria analysis: The case of Egypt", Machine Learning and Big Data Analytics Paradigms: Analysis, Applications and Challenges: Springer, 2021.
ElSayed, E. K., I. A. ElSayed, K. ElDahshan, and H. Hefny, "Big Data and its Future in Computational Biology: A Literature Review", Journal of Computer Science, vol. 17, issue 12, pp. 1222-1228, 2021.
Eldin, S. S., A. Mohammed, H. Hefny, and A. S. E. Ahmed, "An enhanced opinion retrieval approach on arabic text for customer requirements expansion", Journal of King Saud University-Computer and Information Sciences, vol. 33, issue 3, pp. 351-363, 2021.
Basyoni, M. S. S., and H. A. Hefny, "A Fuzzy Rough Model Using Genetic Algorithm for Accuracy Enhancement", International Journal of Intelligent Engineering and Systems, vol. 14, issue 6, pp. 568-578, 2021.
Alkhouly, A. A., A. Mohammed, and H. A. Hefny, "Improving the performance of deep neural networks using two proposed activation functions", IEEE Access, vol. 9, pp. 82249-82271, 2021.
Ali, N. M., A. M. Gadallah, H. A. Hefny, and B. A. Novikov, "ONLINE WEB NAVIGATION ASSISTANT", Вестник Удмуртского университета. Математика. Механика. Компьютерные науки, vol. 31, issue 1, pp. 116-131, 2021.
Mamdouh, M., M. Ezzat, and H. Hefny, "Optimized Planning of Resources Demand Curve in Ground Handling based on Machine Learning Prediction", International Journal of Intelligent Systems & Applications, vol. 13, issue 1, pp. 1-16, 2021.
Ghareeb, A. M., N. R. Darwish, and H. A. Hefny, "Utilising AHP and PROMETHEE for evaluating the performance of online services", International Journal of Internet Technology and Secured Transactions, vol. 11, issue 3, pp. 307-327, 2021.
2020
Mamdouh, M., M. Ezzat, and Hesham A. Hefny, "Airport resource allocation using machine learning techniques", INTELIGENCIA ARTIFICIAL, vol. 23, issue 65, pp. 19-32, 2020.
Fouad, A., H. M. Moftah, and H. A. Hefny, "Brain Diagnoses Detection Using Whale Optimization Algorithm Based on Ensemble Learning Classifier", International journal of Intelligent Engineering & Systems, vol. 13, issue 2, pp. 40-51, 2020.
Hendam, A., A. F. Al-Sadek, and H. A. Hefny, "In silico deleterious prediction of nonsynonymous single nucleotide polymorphisms in Neurexin1 gene for mental disorders", Int. J. Bioinformatics Research and Applications, vol. 16, issue 1, pp. 1-24, 2020.
Khedra, A. M. M., A. A. A. El-Aziz, H. HAMDI, and H. A. Hefny, "A Novel Framework for Mobile Telecom Network Analysis using Big Data Platform", International Journal of Advanced Computer Science and Applications, vol. 11, issue 8, pp. 503-508, 2020.
2019
El-Sokary, N., A. A. A. Arafa, A. Asaad, and H. Hefny, "Computer-Aided Detection System for Breast Cancer Based on GMM and SVM", Arab Journal of Nuclear Sciences and Applications, vol. 52, issue 2, pp. 142-150, 2019.
Eldin, S. S., A. Mohammed, H. Hefny, and A. S. E. Ahmed, "An Enhanced Opinion Retrieval Approach on Arabic Text for Customer Requirements Expansion", Journal of King Saud University-Computer and Information Sciences: Elsevier, 2019. Abstract
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Sharif, M. M., Alaa Tharwat, A. E. Hassanien, and H. A. Hefny, "Enzyme Function Classification: Reviews, Approaches, and Trends", Biotechnology: Concepts, Methodologies, Tools, and Applications: IGI Global, pp. 380–405, 2019. Abstract
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Terra, E., A. Mohammed, and H. A. Hefny, "GloSOPHIA: An Enhanced Textual Based Clustering Approach by Word Embeddings", International Conference on Advanced Intelligent Systems and Informatics: Springer, Cham, pp. 700–710, 2019. Abstract
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Zohdy, B. S. M., M. A. Mahmood, N. R. Darwish, and H. A. Hefny, "Machine Vision Application on Science and Industry: Machine Vision Trends", Optoelectronics in Machine Vision-Based Theories and Applications: IGI Global, pp. 233–254, 2019. Abstract
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Fouad, A., H. M. Moftah, and H. A. Hefny, "MRI Brain Cancer Diagnosis Approach Using Gabor Filter and Support Vector Machine", International Journal of Emerging Trends in Engineering Research, vol. 7, issue 12, pp. 907-914, 2019.
Abdelrahman, O. S., and H. A. Hefny, "A Novel Data Mining Approach for Big Data Based on Rough Sets and Fuzzy Logic", International Journal of Intelligent Engineering & Systems, vol. 12, no. 6: The Intelligent Networks and Systems Society (INASS), pp. 133–146, 2019. Abstract

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El Bakly, A. H., N. R. Darwish, and H. A. Hefny, "A Proposed Stylometric Approach for Measuring the Similarity between different Islamic Jurisprudence Doctrines", Annual Conference, 2019. Abstract
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Abo Khedra, M. M., A. A. Abd El-Aziz, and H. A. Hefny, "Social Network Analysis through Big Data Platform Review", 2019 International Conference on Computer and Information Sciences (ICCIS): IEEE, pp. 1–5, 2019. Abstract
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Tourism