Publications

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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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Fathi, R., A. Mohammed, and H. Hefny, "Spatial Clustering and Analysis on Hepatitis C Virus Infections in Egypt", International Journal of Data Mining & Knowledge Management Process (IJDKP) Vol, vol. 8, 2019. Abstract
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Bakr, A., A. A. El-Aziz, and H. A. Hefny, "A Survey on Mitigation Techniques against DDoS Attacks on Cloud Computing Architecture.", International Journal of Advanced Science and Technology, vol. 28, no. 12, pp. 187–200, 2019. Abstract
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2018
Ezzat, M. E., and H. A. Hefny, "Fuzzy Logic Based Approach for VoIP Quality Maintaining", International Journal of Advanced Computer Science and Applications (IJACSA), vol. 9, issue 1, pp. 537-542, 2018.
Ahmed, S. A., R. F. Ibrahim, and H. A. Hefny, "Mobile based Routes Newtwork Analysis for Emergency Response Using an Enhanced Dijkstra's Algorithm and AHP", International Journal of Intelligent Engineering and Systems, vol. 11, issue 6, pp. 252-260, 2018.
Azab, A. E., M. A. Mahmood, and H. A. Hefny, "Social Media and Social Networking: The Present and Future Directions", Social Media for Knowledge Management Applications in Modern Organizations: IGI Global, 2018.
Soliman, K. M., M. A. Mahmood, and H. A. Hefny, "A Survey of Recommender Systems and Geographical Recommendation Techniques", GIS Applications in the Tourism and Hospitality Industry: IGI Global, 2018.
2017
el Afifi, W. A. A., and H. A. Hefny, "Adjust Fuzzy Model Parameters for Head Election in Wireless Sensor Network Protocols", Fuzzy Systems: Concepts, Methodologies, Tools, and Applications: IGI Global, 2017.
SOLIMAN, A., A. K. R. A. M. SALAH, and H. Hefny, "BOEM: A model for automating detection and evolution of distributed ontologies in multi-agent environment", International Journal of Intelligent Engineering and Systems, vol. 10, issue 6, pp. 182-191, 2017.
Elsayed, E., A. Elkorany, A. K. R. A. M. SALAH, and H. Hefny, "Exploiting social annotations for personalizing retrieval", International Journal of Intelligent Engineering and Systems, vol. 10, issue 6, pp. 192-200, 2017.
Mohamed, R., A. M.Ammar, and H. A. Hefny, "A MODEL CHECKER FOR EPISTEMIC HYBRID AUTOMATA USING CONSTRAINTS LOGIC PROGRAMMING", International Journal of Information Technology and Computer Science, vol. 8, issue 1, pp. 125 - 131, 2017.
Ghazy, A. M., and H. A. Hefny, "TAntNet-4: A Threshold-Based AntNet Algorithm with Improved Scout Behavior", Handbook of Research on Machine Learning Innovations and Trends: IGI Global, pp. 942-974, 2017. Abstract

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Sharif, M. M., Alaa Tharwat, A. E. Hassanien, and H. A. Hefny, "Enzyme Function Classification: Reviews, Approaches, and Trends", Handbook of Research on Machine Learning Innovations and Trends: IGI Global, pp. 161-186, 2017. Abstract
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Mostafa, A., A. E. Hassanien, and H. A. Hefny, "Grey Wolf Optimization-Based Segmentation Approach for Abdomen CT Liver Images", Handbook of Research on Machine Learning Innovations and Trends: IGI Global, pp. 562-581, 2017. Abstract
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Hassanien, A. E., T. Gaber, U. Mokhtar, and H. Hefny, "An improved moth flame optimization algorithm based on rough sets for tomato diseases detection", Computers and Electronics in Agriculture, vol. 136: Elsevier, pp. 86-96, 2017. Abstract
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Mostafa, A., A. E. Hassanien, M. Houseni, and H. Hefny, "Liver segmentation in MRI images based on whale optimization algorithm", Multimedia Tools and Applications: Springer US, pp. 1-24, 2017. Abstract
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2016
Mostafa, A., M. A. Fattah, A. Fouad, A. E. Hassanien, and H. Hefny, "Enhanced Region Growing Segmentation for CT Liver Images", The 1st International Conference on Advanced Intelligent System and Informatics (AISI2015), Beni Suef, 28-30 November , 2016.
Abd El Aal, W. A., and H. A. Hefny, "Adjust Fuzzy Model Parameters for Head Election in Wireless Sensor Network Protocols", Handbook of Research on Advanced Trends in Microwave and Communication Engineering: IGI Global, pp. 421, 2016. Abstract

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Badawy, M., A. A. Abd El-Aziz, and H. A. Hefny, "Analysis of learning objectives for higher education textbooks using text mining", Computer Engineering Conference (ICENCO), 2016 12th International: IEEE, pp. 202-207, 2016. Abstract
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Mostafa, A., M. Houseni, N. Allam, A. E. Hassanien, H. Hefny, and P. - W. Tsai, "Antlion Optimization Based Segmentation for MRI Liver Images", International Conference on Genetic and Evolutionary Computing: Springer International Publishing, pp. 265-272, 2016. Abstract
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