معهد الدراسات العليا والبحوث

Ayman Samir, Saleh  Mesbah and Magda Madbouly Artificial intelligence–based sentiment analysis Journal of Engineering and Applied Sciences  2021/2022

Ayman Samir, Saleh Mesbah and Magda Madbouly Twitter Sentiment Analysis Using BERT31st Int. Conf. on Computer Theory and Applications (ICCTA) 2021/2022

Hossam. T. Yassein, Saleh Mesbah and Magda M. Madbouly IOT Routing Attack Detection Using Deep Neural NetworkWebology, Special Issue on Current Trends in Management and Information Technology 2021/2022

Mazin R Al-Hameed, Shawkat K Guirguis Face detection based on skin color segmentation and eyes detection in the human face AIP Conference Proceedings 2021/2022

Oday A Hassen, Nur Azman Abu, Zaheera Zainal Abidin, Saad M Darwish Realistic Smile Expression Recognition Approach Using Ensemble Classifier with Enhanced Bagging Tech Science Press 2021/ 2022

Mohamed Ali, Ibrahim A Abd El-Moghith, Mohamed N El-Derini, Saad M Darwish Wireless Sensor Networks Routing Attacks Prevention with Blockchain and Deep Neural NetworkTECH SCIENCE PRESS 2021/2022

Magda M Madbouly, Yasser F Mokhtar, Saad M Darwish Database Recovery Technique for Mobile Computing: A Game Theory Approach CMC-COMPUTERS MATERIALS2021/ 2022

Improving Uncertainty in Chain of Custody for Image Forensics Investigation Applications Improving Uncertainty in Chain of Custody for Image Forensics Investigation Applications IEEE Access 2021/2022

Mohamed Ali, Ahmed Ismail, Hany Elgohary, Saad Darwish, Saleh Mesbah A Procedure for Tracing Chain of Custody in Digital Image Forensics: A Paradigm Based on Grey Hash and Blockchain Symmetry 2021/2022

SM Darwish, NA Bagi, MM Madbouly Clustering Big Data based on Distributed Fuzzy K-Medoids: An Application to Geospatial Informatics IEEE Access 2021/2022

Israa Jassam, Saleh Elkaffas, and Adel El-Zoghabi Chest X-Ray Pneumonia Detection by Dense-Net 11-13 December 2021 Alexandria, Egypt 2021/2022

Wael A Mahrous, Mahmoud Farouk, Saad M Darwish An Enhanced Blockchain-based IoT Digital Forensics Architecture using Fuzzy Hash IEEE Access 2021/2022

Eman G. Allam, Magda Madbouly and Shawkat K. Guirgu  Arabic Language Sentiment Analysis Using Feature Engineering and Deep Learning RNN-LSTM Framework 31st Int. Conf. on Computer Theory and Applications (ICCTA) 2021                                                                                                                                                                            

Mohamed S. Zalat, Saad M. Darwish, and Magda M. Madbouly An Effective Offloading Model Based on Genetic Markov Process for Cloud Mobile Applications    Advances in Intelligent Systems and Computing AISC  2020/2021

Mokhtar, Y.F., Darwish, S.M., Magda M.Madbouly An Enhanced Database Recovery Model Based on Game Theory for Mobile Applications        Advances in Intelligent Systems and Computing AISC 2020/2021

Magda M. Madbouly, Mohamed Elkholy, Yasser M. Gharib, Saad M. Darwish Predicting Stock Market Trends for Japanese Candlestick Using Cloud Model AICV 2020

D. B. Ebaid, M. M. Madbouly and A. A. El-Zoghabi Dynamic Co-attention Network for Visual Question Answering8th International Conference on Soft Computing 2020/2021

Shawkat Kamal Guirguis, Mohamed Ezz El-Din El-Raey, Essam Aly Quantitative Inference of Decision Making Strategies under Inherent Knowledge Uncertainties.(Dept. E) MEJ. Mansoura Engineering Journal 2020/2021

Ibrahim A Abd El-Moghith, Saad M Darwish Towards designing a trusted routing scheme in wireless sensor networks: A new deep blockchain approach IEEE Access 2020/2021

Saad M Darwish, Osama F Hassan A new colour image copyright protection approach using evolution-based dual watermarking 2020/2021                              Journal of Experimental

Sayed A Mohsin, Saad M Darwish, Ahmed Younes QIACO: A Quantum Ant System for Query Optimization in Relational Database IEEE Access 2020/2021

Oday A Hassen, Ansam A Abdulhussein, Saad M Darwish, Zulaiha Ali Othman, Sabrina Tiun, Yasmin A Lotfy Towards a Secure Signature Scheme Based on Multimodal Biometric Technology: Application for IOT Blockchain Network Symmetry 2020/2021

Mazin R Al-Hameed, Shawkat K Guirguis A Model for Gaze Gesture Communication with Smart DevicesSolid State Technology 2020/2021

Saad M Darwish, Ahmed AJ Almajtomi Metaheuristic-based vector quantization approach: a new paradigm for neural network-based video compressionMultimedia Tools and Applicatio  2020/2021

Qasim M Zainel, Murad B Khorsheed, Saad Darwish, Amr A Ahmed An Optimized Convolutional Neural Network Architecture Based on Evolutionary Ensemble LearningCMC-COMPUTERS MATERIALS 2020/2021

Mohamed Ali Hassan, Saleh Mesbah, Saad M Darwish An Enhanced Image Fusion Model Based on Fuzzy Transform for 3D Imaging Applications International Conference on Advanced Machine Learning Technologies and Applications 2020/2021

Ahmed A Ismail, Saad M Darwish Context-Based Zero Database Watermarking Scheme Based on Evolutionary MechanismInter national Conference on Advanced Machine Learning Technologies and Applications 2020/2021

Ahmed M Hassan, Saad M Darwish Dynamic Distributed Clustering Approach Directed to Patient-Centric Healthcare System International Conference on Advanced Machine Learning Technologies and Applications 2020/2021

Saad M Darwish Feature extraction of finger-vein patterns based on boosting evolutionary algorithm and its application for loT identity and access management Multimedia Tools and Applications 2020/2021

Amr A Ahmed, Saad M Darwish A Meta-Heuristic Automatic CNN Architecture Design Approach based on Ensemble Learning IEEE Access 2020/2021

Oday Ali Hassen, Sarmad Omar Abter, Ansam A Abdulhussein, Saad M Darwish, Yasmine M Ibrahim, Walaa Sheta Nature-Inspired Level Set Segmentation Model for 3D-MRI Brain Tumor DetectionComputers, Materials 2020/2021

M. M. Madbouly and S.K. Guirguis E. A. E. Reheem Reducing Redundant Association Rules Using Type-2 Fuzzy Logic Enabling AI Aplications in Data Science, Studies in Computational Intelligence 2020/2021

Amira A. Alshazly, Mustafa Y. ElNainay, Adel A. El-Zoghabi, and Mohamed S. Abougabal A conceptual view for an enhanced Cloud Software Life-Cycle Process (CSLCP) Model2020 9th International Conference on Software and Information Engineering (ICSIE 2020(

Amira A. Alshazlya, Mustafa Y. ElNainayb, Adel A. El-Zoghabia, and Mohamed S. Abougabal A cloud software life cycle process (CSLCP) model Ain Shams Engineering Journal (ASEJ) 2020/2021

Abd El Reheem, E., Madbouly, M.M. and Guirguis, S.K., 2020. Reducing Redundant Association Rules Using Type-2 Fuzzy Logic. In Enabling AI Applications in Data Science (pp. 49-62). Springer, Cham.

Ahmed, Areej A. , Shawkat K.  Guirguis & Magda M.  Madbouly (2020) Understanding Energy Profile for Software Application. Journal of Theoretical and Applied Information Technology 98: 194-206.

Hameed, Ahmed S. , Hend A.  Elsayed & Shawkat K. Guirguis (2020) Biometric Signal Classification Using Convolutional Neural Network. Multi-Knowledge Electronic Comprehensive Journal For Education And Science Publications (MECSJ)  1-15.

Kadim, Nahidah Abdulhussein , Hend A. Elsayed & Shawkat K.  Guirguis (2020) Lossless Biometric Signal Compression. Multi-Knowledge Electronic Comprehensive Journal For Education And Science Publications (MECSJ).

Swidan, Nahrain A.  , Shawkat K.  Guirguis & Omar G.  Abood (2020) Text Document Clustering using Hashing Deep Learning Method. Int. J. Soft Comput., 14 (2): 44-52, 2019 14: 44-52.

Abbas, M., El-Zoghabi, A. and Shoukry, A., 2020, DenMune: Density peak based clustering using mutual nearest neighbors. Pattern Recognition, 109, p.107589.

Mokhtar Y.F., Darwish S.M., Madbouly M.M. (2021) An Enhanced Database Recovery Model Based on Game Theory for Mobile Applications. In: Hassanien A.E., Slowik A., Snášel V., El-Deeb H., Tolba F.M. (eds) Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020. AISI 2020. Advances in Intelligent Systems and Computing, vol 1261. Springer, Cham. https://doi.org/10.1007/978-3-030-58669-0_2

Hassan, O.F., Darwish, S.M. and Khalil, H.A., 2020, October. A Context-Based Video Compression: A Quantum-Inspired Vector Quantization Approach. In International Conference on Advanced Intelligent Systems and Informatics (pp. 3-15). Springer, Cham.

Lotfy Y.A., Darwish S.M. (2021) A Secure Signature Scheme for IoT Blockchain Framework Based on Multimodal Biometrics. In: Hassanien A.E., Slowik A., Snášel V., El-Deeb H., Tolba F.M. (eds) Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020. AISI 2020. Advances in Intelligent Systems and Computing, vol 1261. Springer, Cham. https://doi.org/10.1007/978-3-030-58669-0_24

Mostafa K.M., Darwish S.M. (2021) Smart Approach for Discovering Gateways in Mobile Ad Hoc Network. In: Hassanien A.E., Slowik A., Snášel V., El-Deeb H., Tolba F.M. (eds) Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020. AISI 2020. Advances in Intelligent Systems and Computing, vol 1261. Springer, Cham. https://doi.org/10.1007/978-3-030-58669-0_70

Darwish S.M., Ismail A.A. (2021) An Evolutionary Biometric Authentication Model for Finger Vein Patterns. In: Hassanien A.E., Slowik A., Snášel V., El-Deeb H., Tolba F.M. (eds) Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020. AISI 2020. Advances in Intelligent Systems and Computing, vol 1261. Springer, Cham. https://doi.org/10.1007/978-3-030-58669-0_25

Zalat M.S., Darwish S.M., Madbouly M.M. (2021) An Effective Offloading Model Based on Genetic Markov Process for Cloud Mobile Applications. In: Hassanien A.E., Slowik A., Snášel V., El-Deeb H., Tolba F.M. (eds) Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020. AISI 2020. Advances in Intelligent Systems and Computing, vol 1261. Springer, Cham. https://doi.org/10.1007/978-3-030-58669-0_4

Abd El-Moghith I.A., Darwish S.M. (2021) A Deep Blockchain-Based Trusted Routing Scheme for Wireless Sensor Networks. In: Hassanien A.E., Slowik A., Snášel V., El-Deeb H., Tolba F.M. (eds) Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020. AISI 2020. Advances in Intelligent Systems and Computing, vol 1261. Springer, Cham. https://doi.org/10.1007/978-3-030-58669-0_26

Hefnawy M.A., Darwish S.M. (2021) Game Theoretic Approach to Optimize Exploration Parameter in ACO MANET Routing. In: Hassanien A.E., Slowik A., Snášel V., El-Deeb H., Tolba F.M. (eds) Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2020. AISI 2020. Advances in Intelligent Systems and Computing, vol 1261. Springer, Cham. https://doi.org/10.1007/978-3-030-58669-0_42

Madbouly, M.M., Elkholy, M., Gharib, Y.M. and Darwish, S.M., 2020, April. Predicting Stock Market Trends for Japanese Candlestick Using Cloud Model. In Joint European-US Workshop on Applications of Invariance in Computer Vision (pp. 628-645). Springer, Cham

2019. H. Fouad, H. El Sayed, S.K. Guirguis, Direct Sequence and Frequency Hopping Signals Classification Based on Co-Occurrence Matrix and Clustering Techniques, Journal of Computer Science, 15 (1), 2019.

Ahmed  Elfatatry, Microservices: A Review of the Costs and the Benefits, SOFTENG 2019, The Fifth International Conference on Advances and Trends in Software Engineering, Valencia, Spain, 2019.

Mona A Abou-Of, Hassan M Saad, Saad M Darwish, Smart and Incremental Model to Build Clustered Trending Topics of Web Documents, International Conference on Advanced Machine Learning Technologies and Applications, March 2019. DOI: 10.1007/978-3-030-14118-9_87

Saad M Darwish, Amr Elmasry, Shaymaa H Ibrahim, Optimal Shortest Path in Mobile Ad-Hoc Network Based on Fruit Fly Optimization Algorithm, International Conference on Advanced Machine Learning Technologies and Applications, March 2019. DOI: /10.1007/978-3-030-14118-9_10

Saad M Darwish, Amr Elmasry, Asmaa H Ibrahim, Parameter Estimation for Chaotic Systems Using the Fruit Fly Optimization Algorithm, International Conference on Advanced Machine Learning Technologies and Applications, March 2019. DOI: 10.1007/978-3-030-14118-9_9

Saad M Darwish, Bassem E Abdel-Samee, Game Theory Based Solver for Dynamic Vehicle Routing Problem, International Conference on Advanced Machine Learning Technologies and Applications, March 2019. DOI:10.1007/978-3-030-14118-9_14

Saad M Darwish, Sherine Kh Mohamed, Automated Essay Evaluation Based on Fusion of Fuzzy Ontology and Latent Semantic Analysis, International Conference on Advanced Machine Learning Technologies and Applications, March 2019. DOI: 10.1007/978-3-030-14118-9_57

Saad M Darwish, Tamer A Shendi, Ahmed Younes, Quantum inspired genetic programming model with application to predict toxicity degree for chemical compounds, Expert Systems, May 2019. DOI: 10.1111/exsy.12415

Saad M Darwish, An intelligent credit card fraud detection approach based on semantic fusion of two classifiers, Soft Computing, April 2019. DOI: 10.1007/s00500-019-03958-9

Saad M Darwish, A modified image selective encryption-compression technique based on 3D chaotic maps and arithmetic coding , Multimedia Tools and Applications,  February 2019. DOI: 10.1007/s11042-019-7256-6

Abd El-Baky, Mohammad A., Shawkat K. Guirguis & Amany M. Ahmed (2018). A Performance Analysis for Packet Scheduling Schemes of Wireless Sensor Networks. Recent Patents on Computer Science, 11: 222-229. 10.2174/2213275911666181015114915

Guirguis, Shawkat K. & Omar G. Abood (2018) A Survey on Cryptography Algorithms. International Journal of Scientific and Research Publications, (IJSRP) 8. 10.29322/IJSRP.8.7.2018.p7978

M.K. Noby, and S.K. Guirguis, Selective Image Encryption-Compression Scheme based on 3D Chaotic Map and Arithmetic Coding, International Journal of Digital Content Technology and its Applications (JDCTA) Volume12, Number1, Mar. 2018.

2019. M. A. Abd El-Baky, S.K. Guirguis and A. Ahmed, A Performance Analysis for Packet Scheduling Schemes of Wireless Sensor Networks, Recent Patents on Computer Science 11, October 2018.

El-Zoghabi, Adel A.  , Hany H.  Hussien & Mohamed A.  Hasanian (2018). A novel combination of chaotic maps and Hopfield neural network for Naïve video encryption. International Journal of Information Processing and Management, (IJIPM) 9: 116-127

Elkholy, Mohamed  & Ahmed  Elfatatry (2018). A Fine-Grained Classification of Software Change. IT Professional, 20: 28-36

Darwish, S. M., A. El-Zoghabi & A. G. El-Shnawy (2018). Proactive cache replacement technique for mobile networks based on genetic programming. IET Networks, 7: 376-383. 10.1049/iet-net.2017.0261

Darwish, Saad M.  , Hosam A.  Selim & Mohamed M.  Elsherbiny (2018). Distortion Free Database Watermarking System Based on Intelligent Mechanism for Content Integrity and Ownership Control. Journal of Computers, 13: 1053-1066. 10.17706/jcp.13.9

Darwish, Saad M., Mohamed N. El-Dirini & Ibrahim A. Abd El-Moghith (2018). An adaptive cellular automata scheme for diagnosis of fault tolerance and connectivity preserving in wireless sensor networks. Alexandria Engineering Journal, 10.1016/j.aej.2018.11.012

Darwish, Saad M. & Amr G. El-Shnawy (2018). An intelligent database proactive cache replacement policy for mobile communication system based on genetic programming. International Journal of Communication Systems, 31: e3536. 10.1002/dac.3536

Darwish, Saad M., El-Zoghabi, Adel A. & Moustafa F. Ashry (2018). Big data clustering using grid computing and bionic algorithms based on entropic optimization technique. Journal of Engineering and Applied Sciences, 13: 4080-8092

Darwish, Saad Mohamed & Hany M. Elgohary (2018). Bio-inspired Expert System based on Genetic Algorithm for Printer Identification in Forensic Science. International Journal of Artificial Intelligence Research, 2. 10.29099/ijair.v2i2.67

Darwish, Saad Mohamed & Zainab H. Noori (2018) Secure image compression approach based on fusion of 3D chaotic maps and arithmetic coding. IET Signal Processing, 10.1049/iet-spr.2018.5063

Capriola-Hall, Nicole N., Andrea Trubanova Wieckowski, Deanna Swain, Sherin Aly, Amira Youssef, A. Lynn Abbott & Susan W. White (2018). Group Differences in Facial Emotion Expression in Autism: Evidence for the Utility of Machine Classification. Behavior Therapy, https://doi.org/10.1016/j.beth.2018.12.004

White, Susan W., Lynn Abbott, Andrea Trubanova Wieckowski, Nicole N. Capriola-Hall, Sherin Aly & Amira Youssef (2018) Feasibility of Automated Training for Facial Emotion Expression and Recognition in Autism. Behavior Therapy, 49: 881-888. https://doi.org/10.1016/j.beth.2017.12.010

 Morsey, Amany A , Shawkat K  Guirguis & Mohamed A  Baky (2017) Real-Time and Non-Real Time Packet Scheduling Schemes of Wireless Sensor Networks. International Journal of Engineering and Information Systems, (IJEAIS 1: 128-136

 Elnaggar, Ahmed A., Mohamed A. Abdou & Shawkat K. Guirguis (2017) A Hybrid Fuzzy Multi-hop Unequal Clustering Algorithm for Dense Wireless Sensor Networks. International Journal of Computational Intelligence Systems, 10: 951. 10.2991/ijcis.2017.10.1.63

Ruaa Adeeb Abdulmunem Al-falluji, Aliaa Abdel-Halim Youssif, Shawkat K. Guirguis (2017) Single Image Super Resolution Algorithms: A Survey and Evaluation.nternational Journal of Advanced Research in Computer Engineering & Technology (IJARCET).

Omar G. Abood, Mahmoud A. Elsadd, Shawkat K. Guirguis (2017) Investigation of cryptography algorithms used for security and privacy protection in smart grid.2017 Nineteenth International Middle East Power Systems Conference (MEPCON),doi:10.1109/MEPCON.2017.8301249                                              

S.K. Guirguis, M.A. Abdou, A.A. Elnaggar, A Hybrid Fuzzy Multi-hop Unequal Clustering Algorithm for Dense Wireless Sensor Networks, International Journal of Computational Intelligence Systems (IJCIS), Vol 10, ISSN:1875-6883, pp. 951 - 961, 2017.

H.A. Elsayed, A.F. Abed and S.K. Guirguis, Comparative Features Extraction Techniques for ECG Image Regression, Research Journal of Applied Sciences, Engineering and Technology 14(4):132-136, April 2017.

A.M. Ahmed, S.K. Guirguis and M.A.Abdel-Baky, "Comparative Performance Analysis of Packet Scheduling Schemes of Wireless Sensor Networks Based on Data Delivery", International Journal of Computer Science and Network Security (IJCSNS), ISSN: 1738-7906, Vol. 17, No. 18, Aug. 2017.

A.M. Ahmed, S.K. Guirguis and M.A. Abdel-Baky, “Real-Time and Non-Real Time Packet Scheduling Schemes of Wireless Sensor Networks”, International Journal of Engineering and Information Systems (IJEAIS), vol.1, no.6, pp. 128-136, August 2017.

H.A. Elsayed, O.G. Abood and S.K. Guirguis, "Volumetric Medical Images Lossy Compression using Stationary Wavelet Transform and Linde-Buzo-Gray Vector Quantization", Research Journal of Applied Sciences, Engineering and Technology 14(9): 352-360, 2017, ISSN: 2040-7459; e-ISSN: 2040-7467

O.G. Abood, M.A. Elsadd, S.K. Guirguis, Investigation of Cryptography Algorithms used for Security and Privacy Protection in Smart Grid, 2017 Nineteenth International Middle East Power Systems Conference (MEPCON), Menoufia University, Egypt, 19-21 December 2017

Usama Mahmoud Maabed, Ahmed El-Fatatry, Adel El-Zoghabi, LITIO Amina Kemmar, Ahmed Ben Bella, LITIO Yahia Lebbah, Watsawee Sansrimahachai(2017) An official publication of the Information Resources Management Association. International Journal of Technology and Human Interaction.

 Darwish, Saad Mohamed (2017) Uncertain measurement for student performance evaluation based on selection of boosted fuzzy rules. IET Science, Measurement & Technology, 11: 213-219. 10.1049/iet-smt.2016.0265

M. Darwish, Saad. (2017). Man-Machine Interaction System for Subject Independent Sign Language Recognition. 121-125. 10.1145/3057039.3057040

S. M. Darwish. (2017). Design of adaptive biometric gait recognition algorithm with free walking directions. IET Biometrics, 53-60. doi: 10.1049/iet-bmt.2015.0082