الصفحة الشخصية

“Machine Learning Approaches for Detecting Lung Cancer: A Review”, Zeina Rayan,  Islam Hegazy; Mohamed Roushdy; Abdel-Badeeh M. Salem, 12^th  IEEE International Conference on Intelligent Computing and Information Systems ICICIS 2025, pp. 601-607. doi: 10.1109/ICICIS66182.2025.11313199

“TL-IDS: A Transfer Learning Technique for Botnet Detection in IoT”, Salma Abdelhamid, Mostafa Aref, Islam Hegazy, Mohamed Roushdy, 6th International Conference on Computing and Informatics (ICCI), 6-7 March 2024, pp. 315 – 321.

DOI: 10.1109/ICCI61671.2024

“O-glycosylation Site Prediction Using Randome Forest Importance and Support Vector Machine”, Alhasan Alkuhlani; Walaa Gad; Mohamed Roushdy; Abdel-Badeeh M. Salem, 2022 IEEE 3rd International Conference on System Analysis & Intelligent Computing (SAIC), pp.84-88.

“Road Network Extraction from Satellite Images: A Comparative Study”, Doaa M. A. Latif, Mohammed A. -M. Salem, Mohamed Roushdy,  2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), 2022, 46-49.

“Shallow And Deep Learning In Footstep Recognition: A Survey”, Ayman Iskandar, Marco Alfonse, Mohamed Roushdy, El-Sayed M.El-Horbaty, 5th International Conference on Computing and Informatics (ICCI’2022) IEEE, pp. 364 - 368.

  “Predicting Banking Customer Churn based on Artificial Neural Network”, Amany Zaky, Shimaa Ouf, Mohamed Roushdy, 5th International Conference on Computing and Informatics (ICCI’2022) IEEE, pp. 132 – 139.

“Multimodal Technique for Human Authentication Using Fusion of Palm and Dorsal Hand Veins”, Mona A. Ahmed, Mohamed Roushdy, and Abdel-Badeeh M. Salem, Smart Innovation, Systems and Technologies,  New Approachesfor Multidimensional Signal Processing 2022, Springer,  Vol. 270, Chapter 4, pp. 63–78.

https://doi.org/10.35741/issn.0258-2724.56.6.82

"A Deep Learning Framework To Improve Customer Retention", Amany Zaky, Mohamed Roushdy, Shimaa Ouf, Journal Of Southwest Jiaotong University, Volume 56 (6), 2021, pp. 285-296, https://doi.org/10.35741/issn.0258-2724.56.6.24

 “A Survey on Learning-Based Intrusion Detection Systems for IoT Networks”, Salma Abdelhamid,Mostafa Aref, Islam Hegazy, Mohamed Roushdy,10th IEEE International Conference on Intelligent Computing and Information Systems, Cairo, Egypt, December 5-6, 2021, pp. 284-295.

"A Hybrid Mutual Information-LASSO-Genetic Algorithm Selection Approach for Classifying Breast Cancer”, Muhammed Abd-elnaby, Marco Alfonse, and Mohamed Roushdy, “Digital Transformation Technology”, Proceedings of ITAF 2020 (Internet of Things: Applications & Future 2020), Springer, Part of Lecture Notes in Networks and Systems Volume 224, pp. 547-560. 

"Deep Learning Architectures For Aided Melanoma Skin Disease Recognition: A Review ”, Zahraa E. Diame, Maryam N. Al-Berry, Mohammed A.-M. Salem, Mohamed Roushdy, International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC 2021),   pp. 324-329.

 “Artificial Intelligence for Glycation Site Prediction”, Alhasan Alkuhlani, Walaa Gad, Mohamed Roushdy and Abdel-Badeeh M. Salem, ICTF 2020, IEICE Information and Communication Technology Forum, 10-12 of September 2020, DOI:10.34385/proc.64.ICTF2020_paper_16 

 “Computational Intelligence for Financial Fraud Detection under Internet of Things Environment: Techniques, Opportunities and Challenges”, Hossam Eldin M. Abd Elhamid, Wael Khalifa, Mohamed Roushdy, Abdel-Badeeh M. Salem, ICTF 2020, IEICE Information and Communication Technology Forum, 10-12 of September 2020, DOI:10.34385/proc.64.ICTF2020_paper_18 

“Bio-Inspired Computing for Credit Card Fraud Detection”, Hossam Eldin M. Abd Elhamid, Wael Khalifa, Mohamed Roushdy, Abdel-Badeeh M. Salem, Digital Ecosystem of Economy, Rostov-on-Don - Taganrog South Federal University Publishing House, Russian Federation, 2020.

“Improving the Design of Convolution Neural Network Architecture: Enhancement Methods, Applications and Challenges”, Zainab Fouad, Marco Alfonse, Mohamed Roushdy and Abdel-Badeeh M. Salem, Proceeding of the 10th International Conference on Applied Internet and Information Technologies AIIT 2020 Conference, pp. 289-295.

"Protection of Patients’ Data Privacyby Tamper Detection and Localization in Watermarked Medical Images", Alaa H. ElSaadawy, Ahmed S. ELSayed, M. N. Al-Berry and Mohamed Roushdy, Advances in Intelligent Systems and Computing, Springer, Vol.1261, pp.358-369, Proceedings of the International Conference on Intelligent systems and Informatics 2020.

“Metadata Extraction for Low-Quality Semi-structured Spreadsheets”, Awad, A., Elgohary, R., Moawad, I., Roushdy, M.,  Advances in Intelligent Systems and Computing, Springer, Vol. 1153, pp. 448-457, Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2020)

“Reversible Watermarking for Protecting Patient’s Data Privacy Using an EPR-Generated QR Code”, ElSaadawy, A.H., ELSayed, A.S., Al-Berry, M.N., Roushdy, M., Advances in Intelligent Systems and Computing, Springer, Vol. 1153, pp. 750-761, Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2020).

"Support vector  machine approach for human identification based on EEG signals” , Shaymaa Adnan Abdulrahman, Mohamed Roushdy, Abdel-Badeeh M. Salem ,journal of mechanics of continua and   mathematical sciences  , February 2020, Vol.-15, No.-2,            pp 270-280

"Impact of segmentation on iris liveness detection", Manar Ramzy, Wael Khalifa and  Mohamed Roushdy, 14^th IEEE International Conference on Computer Engineering and Systems (ICCES 2019), 17-18 December 2019,  Egypt, pp.386-392.

"Lung Nodule detection and Classification using Random Forest: A Review", Nada S. El-Askary, Mohammed A. –M. Salem and Mohamed I. Roushdy, 9^th IEEE International Conference on Intelligent Computing & Information Systems (ICICIS 2019), 8-12 December 2019, Cairo, Egypt, pp. 110-116.

" Hybrid method for Modeling User Interests Based on Social Network", Marina Shafik, Rania Elgohary, Ibrahim Moawad and Mohamed Roushdy, 9th IEEE International Conference on Intelligent Computing & Information Systems (ICICIS 2019), 8-12 December 2019, Cairo, Egypt, pp. 67-72.

"A Review on Iris Liveness Detection Techniques", Manar Ramzy, Wael Khalifa and  Mohamed Roushdy, 9th IEEE International Conference on Intelligent Computing & Information Systems (ICICIS 2019), 8-12 December 2019, Cairo, Egypt, pp. 47-58.

"Machine Learning Techniques for Credit Card Fraud Detection", Hossam Eldin M. Abd Elhamid , Wael Khalifa , Mohamed Roushdy , Abdel-Badeeh M. Salem, Future Computing and Informatics Journal, Vol. 4, Issue 2, 2019, pp. 98-112.

"Feature Extraction and Analysis for Lung Nodule Classification using Random Forest", NS El-Askary, MAM Salem, MI Roushdy, Proceedings of the 2019 8th International Conference on Software and Information Engineering  ACM, pp. 248-252."User Profiling Approaches, Modeling, and Personalization", Marina Farid, Rania Elgohary, Ibrahim Moawad & Mohamed Roushdy, 11^th International Conference in Informatics & Systems INFOS'18, Cairo, Egypt, December 2018.

"Web Service-based System for Hepatobiliary System Diseases Prognosis and Treatment", Galal  AL Marzoqi, Marco Alfonse, Ibrahim F. Moawad, Mohamed Roushdy. The 13th International Conference on Computer Engineering and Systems (ICCES), IEEE, Cairo 2018, pp.47-55.   

"Studying the Dissemination of the K-core Influence in Twitter Cascades", Sarah Elsharkawy, Ghada Hassan, Tarek Nabhan and Mohamed Roushdy, IFIP International Federation for Information Processing 2018 Published by Springer International Publishing AG 2018, IFIP AICT 519, Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 519), AIAI 2018: Artificial Intelligence Applications and Innovations pp.28-37, The International Conference on Artificial Intelligence Applications and Innovations (AIAI). Rhodes, Greece. 2018, pp. 28–37.

" A Survey on the Finger Knuckle Prints Biometric", Mona A. Sadik, Maryam N. Al-Berry and Mohamed Roushdy,  IEEE Eighth International Conference on Intelligent Computing and Information Systems (ICICIS2017),  Cairo, Egypt, pp. 197-204.

"A Robust Alignment-based Personal Recognition using Center Inner Knuckle Prints", Mona A. Sadik, Maryam N. Al-Berry and Mohamed Roushdy,  IEEE Eighth International Conference on Intelligent Computing and Information Systems (ICICIS2017),  Cairo, Egypt, pp.84-91.

"Brain Tumor Segmentation using Wavelet Multiresolution Expectation Maximization Algorithm", Dina M. S. El-Torky, Maryam N. Al-Berry, Mohammed A. -M. Salem, Mohamed. I. Roushdy, IEEE Eighth International Conference on Intelligent Computing and Information Systems (ICICIS2017),  Cairo, Egypt, pp. 79-83.

"Lung Nodul Segmentation and Detection in Computed Tomography", Salsabil Amin El-Regaily, Mohammed Abdel Mageed Salem, Mohamed Hassan Abdel Aziz, Mohamed Ismail Roushdy, IEEE Eighth International Conference on Intelligent Computing and Information Systems (ICICIS2017),  Cairo, Egypt, pp.72-78.                                                                                                                     

" A Comparative Analysis for Cross Site Scripting (XSS) Detecting and Defensive Techniques", Shaimaa Khalifa Mahmoud, Marco Alfonse, Mohamed Ismail Roushdy, Abdel-Badeeh M. Salem,  IEEE Eighth International Conference on Intelligent Computing and Information Systems (ICICIS2017),  Cairo, Egypt, pp. 36- 42.

“FreebaseViz: Interactive Exploration of Freebase Schema Using Query-Driven Visualization”, Mahmoud Elbattah, Mohamed Roushdy, Mostafa Aref, Abdel-Badeeh M. Salem. In Communication, Management and Information Technology: In Proceedings of the International Conference on Communication, Management and Information Technology (Iccmit 2016) (pp. 64-71). CRC Press.

"A Method for Contactless Palm ROI Extraction", Ahmed S. ELSayed, Hala M. Ebeid, Mohamed Roushdy, Zaki T. Fayed,  2016 Eleventh International Conference on Computer Engineering and Systems (ICCES), December 2016, pp. 193-200.

"Exploiting Existed Medical Ontologies to Build Domain Ontology for Hepatobiliary System Diseases", Galal AL-Marzoqi, Marco Alfonse, Ibrahim F. Moawad, and Mohamed Roushdy, Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2016, Advances in Intelligent Systems and Computing 533, Springer International Publishing AG 2017, pp. 804-814.

“A proposed Real-Time EMG intelligent robot control algorithm based on swarm intelligence and neural networks”, ElBagoury, Bassant Mohamed,
Al-Amri, Jehad and Roushdy, Mohamed, Communication, Management and Information Technology - Proceedings of the International Conference on Communication, Management and Information Technology, ICCMIT 2016Pages 557 - 5642017 International Conference on Communication, Management and Information Technology, ICCMIT 2016Cosenza26 April 2016through 29 April 2016.

"Machine Learning Techniques for Intelligent Access Control", Wael H. Khalifa, Mohamed I. Roushdy and Abdel-Badeeh M. Salem, Book Chapter: New Approaches in Intelligent Image Analysis. Techniques, Methodologies and Applications, Intelligent Systems Reference Library, Volume 108, Springer International Publishing Switzerland 2016, pp.331-352. 

 "The Usage of Neural Networks Paradigm in the Prediction of Protein Secondary Structure", Hanan Hendy, Wael Khalifa, Mohamed Roushdy, Abdel Badeeh Salem, Proceedings of the International Conference on Communications and Computers (CC 2015) Crete, Greece, October 17-19, 2015, pp. 14-17.

 “Large-Scale Ontology Storage and Query Using Graph Database-Oriented Approach: The Case of Freebase”, Mahmoud Elbattah, Mohamed Roshdy,  M.Aref & A.Salem, IEEE 7th International Conference on Intelligent Computing and Information Systems (ICICIS), 2015.

 "A Survey on Applying Ontological Engineering Approach for Hepatobiliary System Diseases", Galal AL Marzoqi, Marco Alfonse, Ibrahim F. Moawad, Mohamed Roushdy, ICIT 2015 The 7th International Conference on Information Technology, Amman, jurdan,12-15 May 2015,  pp. 370-375.

"Exploring Domain Interrelations in Freebase Schema Using Modularity-Based Community Detection", Mahmoud Elbattah, Mohamed Roshdy, Mostafa Aref, Abdel-Badeh Salem, ICIT 2015 The 7th International Conference on Information Technology, Amman, jurdan,12-15 May 2015,  pp. 443-448.

"Design of Neural Network for Rehabilitation Robotics", Bassant M. Elbagoury, Thomas Schrader, Meteb M. Altaf, Sayed A. Banawan, Mohamed Roushdy, Proceedings of the 2014 International Conference on Circuits, Systems and Control (EUROPMENT),  Interlaken, Switzerland, Feb. 22-24, 2014, pp.89-95.

"Classification Model of English Course e-Learning System for Slow Learners", Thakaa Z Mohammad, Abeer M Mahmoud, El-Sayed M El-Horbart, Mohamed I Roushdy, Abdel-Badeeh M Salem, Conference: WSEAS Proceedings of the 7th European Computing Conference (ECC '13), At Dubrovnik, Croatia, Volume: 1, Recent Advances in Information Science, Vol. 3, No. 7, 2013, pp.83-88.

"Temporal Association Rule Mining for Thrombosis Detection", Hana Alouaoui, Abeer M.Mahmoud, Yassine Turki, Mohamed Roushdy^, Sami Faiz and Abdel Badeeh M. Salem, The Sixth International Conference on Intelligent Computing and Information Systems, Cairo, Egypt, Dec. 14-16,  2013, pp.215-219.

"User Identification System Based on EEG Signals", Wael H. Khalifa, Mohamed I. Roushdy, Abdel-Badeeh M. Salem, The Sixth International Conference on Intelligent Computing and Information Systems, Cairo, Egypt, Dec. 14-16,  2013, pp. 297-302.

"Utilization of Levenberg-Marquardt based Neural Network Classifier in EMG signal Classification", Nahla Farid, Bassant Mohamed ELBagoury, Mohamed Roushdy, Abdel-Badeeh M. Salem, The Sixth International Conference on Intelligent Computing and Information Systems, Cairo, Egypt, Dec. 14-16,  2013, pp. 363-368 .

"An e-learning Classification Model of Teaching English for Slow Learners", Thakaa Z. Mohammad, Abeer M. Mahmoud, El-Sayed M. El-Horbaty, Mohamed Ismail  Roushdy, Abdel-Badeeh M. Salem, The Sixth International Conference on Intelligent Computing and Information Systems, Cairo, Egypt, Dec. 14-16,  2013, pp.401-406.

 “Comparison of 3D Feature Registration Techniques for Indoor Mapping", Doaa M. A.-Latif, Mohammed A.-Megeed Salem, H. Ramadan, and Mohamed I. Roushdy, The  8th International Conference on Computer Engineering & Systems (ICCES), November 26-27, 2013, pp. 239-244.

“AIS Inspired Approach for User Identification Based on EEG Signals", Wael H. Khalifa, Mohamed I. Roushdy, Abdel-Badeeh M. Salem, Kenneth Revett, Proceedings of the 4th European Conference of Computer Science (ECCS '13), Paris, France, October 29-31 2013, pp.84-89.

"Comparison of Optimization Techniques for 3D Graph-based SLAM",   Doaa M. A.-Latif, Mohammed A.-Megeed Salem, H. Ramadan, Mohamed I. Roushdy, Proceedings of the 4th European Conference of Computer Science (ECCS '13), Paris, France, October 29-31 2013, pp.217-221. 

"A Grid based Medical Image Retrieval System using Alchemi", Maghraby F., M. Faheem H., Roushdy M. and Amoon M., Proceedings of the 15th International Conference on Enterprise Information Systems (ICEIS), Angers, France. July, 2013, pp. 224-230.

"A Comparative Analysis for Support Vector Machines for Stroke Patients" , Nahla Farid, Bassant Mohamed Elbagoury, Mohamed Roushdy, Abdel-Badeeh M. Salem, WSEAS Proceedings of the 7th European Computing Conference (ECC '13), Dubrovnik, Croatia, June 25-27, 2013, pp 71-76,  www.wseas.org

"Classification Model of English Course e-Learning System for Slow Learners", Thakaa Z. Mohammad, Abeer M. Mahmoud, El-Sayed M. El-Horbart, Mohamed I. Roushdy, Abdel-Badeeh M. Salem, WSEAS Proceedings of the 7th European Computing Conference (ECC '13), Dubrovnik, Croatia, June 25-27, 2013, pp 83-88,  www.wseas.org.

An Artificial Immune System for Identifying People using EEG", Wael H. Khalifa, Kenneth Revett, Mohamed I. Roushdy, Abdel-Badeeh M. Salem, WSEAS Proceedings of the 7th European Computing Conference (ECC '13), Dubrovnik, Croatia, June 25-27, 2013, pp 148-153,  www.wseas.org

"Design a Cost Effective Non-Holonomic Vehicle for Autonomous Driving Applications", Hatem A. Darweesh, Mohamed Roushdy, Hala M. Ebied, Bassant M. Elbagoury, WSEAS Proceedings of the 1st International Conference on Mathematics, Statistics & Computer Engineering (MSCE '13), Dubrovnik, Croatia, June 25-27, 2013, pp 91-96,  www.wseas.org

'Two-Level Topological Mapping and Localization Based on SIFT and The Wavelet Transform", Sara Elgayar, Mohammed A.-Megeed Salem, Mohamed I. Roushdy, WSEAS Proceedings of the 2nd International Conference on Circuits, Systems, Communications, Computers and Applications (CSCCA '13), Dubrovnik, Croatia, June 25-27, 2013, pp 155-160, www.wseas.org

 “A Multi-Modal Biosignal Based Approach to Stress Detection”,  Wael H. Khalifa, Abdel Badeeh Salem, Kenneth Revett and Mohamed Roushdy  , The International eHealth, Telemedicine and Health ICT Forum For Education, Networking and Business (The 2012 edition of the Med-e-Tel event  ).18-20 April 2012 , Luxembourg, pp 811-815 .

 “ A Survey of EEG Based User Authentication Schemes”, Wael H. Khalifa, Abdel Badeeh Salem, Kenneth Revett and Mohamed Roushdy,  8th International conference on Informatics and systems INFOS 2012, 14-16 May 2012, Cairo, Egypt, pp. 55-57.

 “Using GPU-Accelerated Genetic Algorithm for Non-Linear Motion Deblurring in a Single Image“,Salsabil El-Regaily, M. Abd El-Aziz, H. El-Messiry, and M. Roushdy, The 8th International conference on Informatics and systems, INFOS2012, 14-16 May 2012, Cairo, Egypt, pp. 174-180.

 ””Non-Linear Motion Deblurring in Single Images Using Genetic Algorithms", Salsabil El-Regaily, H. El-Messiry, M. Abd El-Aziz and M. Roushdy, Proceeding of the 8^th International Conference on Electrical Engineering, Cairo, Egypt, ICEENG 2012, 29-31 May, 2012, Vol. EE000, pp. 1-15.

 “Single Image Motion Deblurring using Genetic Algorithms”, Salsabil A. El-Regaily, Haythem El Messiry, Mohamed H.  Abd El-Aziz and Mohamed Roushdy, 29^th National Radio Science Conference (NRSC 2012), April 10-12, 2012, Faculty of Engineering, Cairo University, Egypt, pp. 325 - 333.

 “Linear Motion Deblurring from Single Images Using Genetic Algorithms", S. El-Regaily, H. El-Messiry, M. Abd El-Aziz and M. Roushdy, 14^th International Conference on Aerospace Sciences & Aviation Technology, , ASAT 14 – Military Technical College, Cairo, Egypt, May 24 – 26, 2011, Vol.IP, pp. 204-214.

 “A Survey of Techniques Used in Human Identification Based on Cognitive Biometrics: the Electroencephalogram”, Wael H. Khalifa Abdel Badeeh Salem Kenneth Revett and Mohamed Roushdy, ICI 10 – 10th International Conference on Information at Delta University for Science and Technology Gamasa, 4-6 December 2010, Egypt.

 “Implementation of Robotics Unified Control Language Runtime Engine using Microsoft Robotics Developer Studio”, H. Darweesh, S. Ghoniemy, M. Roushdy and M. Aref., International Journal of Intelligent Computing and Information Science, Cairo, Egypt, Vol. 10, No. 1, January 2010, pp.75-85.

 "A Proposed Robot-Unified Control Language (R-UCL) and its Support Engine.", H. Darweesh, M. Roushdy, M. Aref and S. Ghoniemy, Fourth International Conference on Intelligent Computing and Information Systems, March 19-22, 2009, Cairo, Egypt, pp 892-897. 

  “A Rule-Based Expert System for Diagnosis of Heart Diseases”, Abdel-Badeeh M. Salem, M. Roushdy and Rania A. HodHod, 8^th International Conference on Soft Computing MENDEL 2002, Brno, Czech Republic, June 5-7, 2002, pp. 258-263.

 “An Expert System for Diagnosing of Cancer Diseases”, A. Salem, M. Roushdy and B. El-Bagoury, 7^th International Conference on Soft Computing MENDEL 2001, Brno, Czech Republic, June 6-8, 2001, pp. 300-305.

 “Time Reversal Transformation as a Reversible Cellular Automata for Visual Data Encryption”, M. Roushdy, , Egyptian Computer Science Journal, Cairo, Egypt, July 1999, Vol.21, No. 2, pp.125-133.

 “Parameter Scaling in Back-Propagation Neural Networks”, A. Goneid, M. Roushdy and H. Elswafy,  presented at the Fifth International Conference on Artificial Intelligence Applications, Cairo, Egypt, (Feb. 27 - March 2, 1997), pp. 88-97.

 “A Case-Based Reasoning Approach to Design a Prototype Expert System for Mineralogical Investigation”, M. Roushdy and B. Elkalyobi,  The Fifth International Conference on Artificial Intelligence Applications, Cairo, Egypt, (Feb. 27 - March 2, 1997), pp. 9-17 ..

 "An Algorithm for Image Filtering Based on Penalty Function Approach", A. Goneid, A. Abdelaziz, M. Roushdy and T. Nazmy,  The Second International Conference on Artificial Intelligence Applications, Cairo, Egypt, (Jan. 22-24, 1994), pp.251-263.

 "Design of a Compression Code for Arabic Characters", A. Goned, M. Tolba, A. Salem and M. Roushdy, presented at 12th International  Congress for Statistics, Computer Science, Science, Social and Demographic Research, Cairo, Egypt, (1987) pp. 271-282.

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