Professor Emeritus:Magda Bahaa Eldin Fayek
Computer Engineering
Email :magdafayek***
Home Page
Academic Citation :
imgB.Sc. (1977) "Electronics" CU (Egypt)
imgM.Sc. (1980) "Electronics Eng." CU (Egypt)
imgPh.D. (1987) "electronics Eng." CU (Egypt)
Fields of Interest :
imgEvolutionary Algonithms, especially Genetic Algorithms
imgImage Processing
imgPattern Recognition
imgSoftware Engineering
imgE-Learning and Education
imgHuman Computer Interface and Interaction Design
imgReading about other cultures and history
imgCrafts, arts and needle work
Recent Publications :
img-2018-Human action recognition utilizing variations in skeleton dimensions, Moussa, Mona M; Hemayed, Elsayed E; El Nemr, Heba A; Fayek, Magda B, Arabian Journal for Science and Engineering, Springer Berlin Heidelberg, Vol 2
img-2018-Text-independent speaker verification based on deep neural networks and segmental dynamic time warping, Adel, Mohamed; Afify, Mohamed; Gaballah, Akram; Fayek, Magda; 2018 IEEE Spoken Language Technology Workshop (SLT), IEEE
img-2017-Search space pruning by evolving probabilistic strategies, Fayek, Magda B; Ezzat, Ahmed, 2017 12th International Conference on Computer Engineering and Systems (ICCES), IEEE
img-2017-Observations on exploration and exploitation effects on solving Rubik's cube using evolutionary strategies, El-Maaty, Ayman M Abo; Fayek, Magda B, 2017 13th International Computer Engineering Conference (ICENCO), IEEE
img-2017-Frequent itemset mining for big data using greatest common divisor technique, Gawwad, Mohamed A; Ahmed, Mona F; Fayek, Magda B, Data Science Journal, Ubiqity Press, vol16
img-2016-HSBS: A Humans Heat Signature and Background Subtraction Hybrid Approach for Crowd Counting and Analysis, Negied, Nermin Kamal Abdel-Wahab, Hemayed, Elsayed B; Fayek, Magda; International journal of pattern recognition and artificial intelligence, World Scientific Publishing Company, vol 30, number 8
img-2016-Enhanced bag of words using multilevel k-means for human activity recognition, Elshourbagy, Motasem; Hemayed, Elsayed; Fayek, Magda, Egyptian informatics journal, Elsevier, vol 17 num2
img-2016-Vector based techniques for short answer grading, Magooda, Ahmed Ezzat; Zahran, Mohamed; Rashwan, Mohsen; Raafat, Hazem; Fayek, Magda, The Twenty-Ninth International Flairs Conference
img-2016-Wireless Sensor Networks Relay Node Deployment for Oil Tanks Monitoring, Elnaggar, Ola E; Ramadan, Rabie A; Fayek, Magda B, International Workshop Soft Computing Applications, Springer
img-2015-RDI System for Extrinsic Plagiarism Detection (RDI_RED), Working Notes for PANAraPlagDet at FIRE 2015, Magooda, Ahmed; Mahgoub, Ashraf Y; Rashwan, Mohsen A; Fayek, Magda B; Raafat, Hazem M, FIRE Workshops
img-2015-Automatic puzzle level generation: A general approach using a description language, Khalifa, Ahmed; Fayek, Magda; Computational Creativity and Games Workshop
img-2015-An enhanced method for human action recognition, Moussa, Mona M; Hamayed, Elsayed; Fayek, Magda B; El Nemr, Heba A; Elsevier, vol6, number 2
img-2014-Semantic query expansion for Arabic information retrieval, Mahgoub, Ashraf; Rashwan, Mohsen; Raafat, Hazem; Zahran, Mohamed; Fayek, Magda;
img-2014-HICMA: A human imitating cognitive modeling agent using statistical methods and evolutionary computation, Fayek, Magda B; Farag, Osama S; IEEE Symposium on Computational Intelligence for Human-like Intelligence (CIHLI)
img-2014-Evaluation of Local Space-time Descriptors based on Cuboid Detector in Human Action Recognition, Abdul-Azim, Haiam A; Hemayed, Elsayed E; Fayek, Magda B; International Journal of Innovation and Applied Studies vol9, number 4
img-2013-Ahmed E. El-Din, Rabie A. Ramadan and Magda B. Fayek, VEGK: Virtual ECC Group Key for Wireless Sensor Networks”, Accepted at the 2nd international conference on Computing, Networking and Communications (ICNC'13) at the technical symposia Communications and Information Security (CIS 2013), San Diego, USA, January 28-31,2013.
img-2013-Ahmed E. El-Din, Rabie A. Ramadan and Magda B. Fayek, “VEGK: Secure Clustering for Efficient Operation in WSNs”, accepted for publication in the international journal of Communications and Computer Security, Acta Press, 2013.
img-2012-Ahmed E. El-Din, Rabie A. Ramadan and Magda B. Fayek, “Secure Clustering based SEP using Virtual ECC Group Key for Wireless Sensor Networks, Accepted at the International conference on engineering and technology (ICET 2012), Special Session Recent Advances on Sensor and Actor Networks (SANET), October 10-11, 2012.
img-2012-Ahmed E. El-Din, Rabie A. Ramadan and Magda B. Fayek, “A Novel Fuzzy HEED Security using VEGK for Wireless Sensor Networks”, The Eighth IEEE International Workshop on Wireless and Sensor Networks Security (WSNS'12), in conjunction with MASS2012, LV, USA, October 11, 2012.
img-2012-Magda B. Fayek, Hatem M. El-Boghdadi, and Mohamed A. Gawad, “An Intelligent Search Engine for Extracting Documents Relevant To Poorly Defined Criteria”, CIIT International Journal of CiiT International Journal of Data Mining and Knowledge Engineering, ISSN 0974 – 9683, January 2012
img-2012-Amira Samy Talaat, Amir F. Atiya, Sahar A. Mokhtar, Ahmed Al-Ani, and Magda Fayek, “Multiclass penalized likelihood pattern classification algorithm”, Proceedings 19th International Conference on Neural Information Processing (ICONIP2012), Doha, Qatar, November 2012.
img-2012-Michael N. Nawar, Mahmoud N. Mahmoud and Magda B. Fayek, “Improved Tokenization and POS Tagging for Arabic Text”Twelfth Conferenceon Language Engineering, 12-13 Dec. 2012, Egyptian Society of Language Engineering, Faculty of Engineering, Ain Shams University.
img-2011-Magda B. Fayek, “DYN_CBC: Dynamic adjustment of Context Based Clearing for Advanced GA Niching”, CIIT International Journal of Artificial Intelligent Systems and Machine Learning, ISSN 0974 – 9667, Nov 2011
img-2011-Mohamed Khairy, Magda B. Fayek, Elsayed E. Hemayed, “PSO2: Particle Swarm Optimization with PSO-Based Local Search”, CEC2011, IEEE Congress on Evolutionary Computation, Computational Intelligence Group, June 5-8 2011, New Orleans
img-2011-Asma A. ElBadrawy, Elsayed E. Hemayed , Magda B. Fayek ,“Rapid collision detection for deformable objects using inclusion-fields applied to cloth simulation”, Cairo University Journal of Advanced Research, Received 24 March 2011; revised 13 June 2011; accepted for publication 25 July 2011
img-2010-Mohamed A. Gawad, Hatem M. El-Boghdadi and Magda B. Fayek, “On the Ranking of Information Retrieval Boolean Model”, CATA 25th International Conference on Computers and Their Applications in conjunction with BICoB-2010, March 24-26, 2010 Waikiki, Honolulu, Hawaii USA
img-2010-Magda B. Fayek, Nevin M. Darwish and Mayada M. Ali, “Context based clearing procedure: niching method for genetic algorithms ”, Cairo University Journal of Advanced Research, Available online 13 October 2010.
img-2010-Magda B. Fayek, Heba A. El Nemr and Mona M., “Particle swarm optimization based video abstraction”, Cairo University Journal of Advanced Research, Volume 1, Issue 2 (April 2010)
img-2010-Haidi Badr, Nayer Wanas, Magda Fayek, “AUTOLSA: Automatic Dimension Reduction of LSA for single document summarization”, KDIR 2010 – International Conference on Knowledge Discovery and Information Retrieval, oct 25-28, Valencia, Spain
img-2009-Ibrahim Sobh, Nevin Darwish, Magda Fayek, "Evaluation Approaches for an Arabic Extractive Generic Text Summarization System", MEDAR, Second International Conference on Arabic Language Resources an Tools, April 22-23, 2009, Cairo, Egypt
img-2009-Magda B. Fayek, Heba, A. El Nemr and Mona M. Moussa, “Keyframe selection from shots using Particle swarm optimization”, Ain Shams Journal of Electrical Engineering (ASJEE) Vol.1 No. 1 ISSN: 1687-8582, June 2009
img-2009-Magda B. Fayek, Ihab Talkhan and Khalil S. El Masry, " GAMA (Genetic Algorithm driven Multi-Agents for E-Commerce Integrative Negotiation)", Gecco (Genetic and Evolutionary Computation Conference) 8-12 July, 2009, Motreal, Canada
img-2009-Maha El Meseery, Mahmoud Fakhr ElDin, Samia Mashaly, Magda Fayek and Magda Fayek, “ Sketch Recognition using Particle Swarm Algorithms”, ICIP 2009 ( IEEE International Conference on Image Processing, Cairo, Egypt, 7-10 November, 2009
img-2007-Magda B. Fayek, " A Regenerative/Parametric Genetic Algorithm for Evolving Classification Rules of Small Disjuncts in Data Mining", Journal of Engineering and Applied Science, Faculty of Engineering, Cairo University, vol. 54 – 5 October, 2007
img-2007-Ibrahim Sobh, Nevin Darwish, Magda Fayek, "An Optimized Dual Classification System for Arabic Extractive Generic Text Summarization", Seventh Conference on Language Engineering, December 5-6, 2007, Cairo, Egypt.
img-2007-Magda Fayek, Amira Samy, Nevin Darwish, " Generating Classification Trees for Small Disjuncts using Incremental Gas", GECCO 2007 Conference (Genetic and Evolutionary Computation Conference), July 7-11, University College, London, UK.
img-2006-Ibrahim Sobh, Nevin Darwish, Magda Fayek, "A Trainable Arabic Baysian Extractive Generic Text Summarizer", Sixth Conference on Language Engineering, December 6-7, 2006, Cairo Egypt,
img-2006 -Wassim Al-Hussein, Magda B. Fayek, Samir I. Shaheen, "An Optimized Swarm Technique for Sokving the Urban Planning Problem", ICCES'06 (The International Conference on Computer Engineering and Systems 2006), Nov 5-7, 2006 Ein Shams University, Cairo Egypt.
img-2006-Ahmad Kholeif, Magda Fayek, Hussein Eissa, Hoda Baraka, "A Power Efficient Encryption Protocol for Wireless Devices", International Journal of Pervasive Computing and Communications, Vol 2 No. 4, 2006, Emerald Group Publishing Limited, 1742-7371
img-2005-Magda Fayek, Nader O. Soliman and Nevin M. Darwish, "Natural Language Processing for Arabic Sentence Structure Using Soar", The Fifth Conference on Language Engineering, Sept. 14-15, 2005, Cairo, Egypt, organized by the Egyptian Society of Language Engineering, ELSE, Faculty of Engineering, Ein Shams University
img-2005-3. Magda B. Fayek, "The Suitable Fitness Test-Bed for Competing Candidates in GA", International Conference on Computational Intelligence for Modeling, Control and Automation CIMCA 28-30 Nov 2005, Vienna, Austria
img-2004-Ahmad Wagih, Magda Fayek, "A Hybrid Features Reduction Technique for Gender Classification of Face Images", The 39th Annual Conference on Statistics, Computer Sciences and Operations Research, December 11-14, 2004, organized by the Institute of Statistical Studies and Research, Cairo University- Egypt
img-2004-Ahmad Kholaif, Magda Fayek, Hisham Eissa, Hoda Baraka, "Integrated Security Measures for IEEE 802.11 Wireless Local Area Networks (WLANs)", 22nd Biennial Symposium on Communications, Department of Electrical and Computer Engineering, Queen's University, Kingston, Ontario, Canada, May 31 - June 3, 2004
img-2003-4. Magda B. Fayek, “A Web-based Intelligent Tutoring System (WEBITS) for Children with special Learning Disabilities”, Al-Azhar Engineering 7th International Conference, Cairo 7-10 April, 2003
img-2002-5. Magda B. Fayek, “A Binary Classifier with Non-homogeneous Variables using Genetic Algorithms”, First International Conference on Intelligent Computing and Information Systems, ICICIS 2002, Cairo, Egypt, June 24-26, 2002
img-1994-Magda B. Fayek, "Finding Similarities in Students" Programming Assignments", Second International Conference on Engineering, Mathematics and Physics (ICEMP 94) , Dec. 27 - 29 1994, Cairo University, Faculty of Engineering, Egypt.
img-1992-Magda B. Fayek, and Bushra Al Basha, "A new Hierarchical Method for Isolated Typewritten Arabic Characters Classification and Recognition", The Thirteenth National Computer Conference and Exhibition, King Abdul Aziz City for Science and Technology 21 - 26 Nov, 1992, Kingdom of Saudi Arabia.