Research output

Research output per year 1995 2012 2014 2015 2016 2017 2018 2019 2020 2024

• 83 Conference contribution
• 58 Article
• 15 Editorial
• 12 Patent
• 35 More
  • 11 Chapter
  • 8 Conference article
  • 5 Paper
  • 4 Review article
  • 3 Book
  • 3 Foreword/postscript
  • 1 Short survey

Research output per year

Research output per year

Search results

• 2024

  RF-Based Drone Detection with Deep Neural Network: Review and Case Study

  Almubairik, N. A. & El-Alfy, E. S. M., 2024, Neural Information Processing - 30th International Conference, ICONIP 2023, Proceedings. Luo, B., Cheng, L., Wu, Z.-G., Li, H. & Li, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 16-27 12 p. (Communications in Computer and Information Science; vol. 1969 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Network 100%
  • Deep Neural Network 100%
  • Magnitude Spectrum 33%
  1 Scopus citations

• Spatiotemporal Particulate Matter Pollution Prediction Using Cloud-Edge Intelligence

  Abimannan, S., El-Alfy, E. S. M., Shukla, S. & Satheesh, D., 2024, Neural Information Processing - 30th International Conference, ICONIP 2023, Proceedings. Luo, B., Cheng, L., Wu, Z.-G., Li, H. & Li, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 90-100 11 p. (Communications in Computer and Information Science; vol. 1965 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Atmospheric Aerosols 100%
  • Long Short-Term Memory 100%
  • Short-Term Memory 100%
  • Learning 100%
  • Edge Intelligence 100%

• Theory-Guided Convolutional Neural Network with an Enhanced Water Flow Optimizer

  Xue, X., Gong, X., Mańdziuk, J., Yao, J., El-Alfy, E. S. M. & Wang, J., 2024, Neural Information Processing - 30th International Conference, ICONIP 2023, Proceedings. Luo, B., Cheng, L., Wu, Z.-G., Li, H. & Li, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 448-461 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14447 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Comprehensive Theory 100%
  1 Scopus citations
• 2023

  Effects of Face Image Degradation on Recognition with Vision Transformers: Review and Case Study

  Al-Otaiby, N. & El-Alfy, E. S. M., 2023, 2023 3rd International Conference on Computing and Information Technology, ICCIT 2023. Institute of Electrical and Electronics Engineers Inc., p. 409-415 7 p. (2023 3rd International Conference on Computing and Information Technology, ICCIT 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Vision Transformer 100%
  • Model 100%
  • Case Study 100%
  • Benchmark 100%
  • Face Image 100%
  2 Scopus citations

• Multi-culture Sign Language Detection and Recognition Using Fine-tuned Convolutional Neural Network

  Nurnoby, M. F. & El-Alfy, E. S. M., 2023, International Conference on Smart Computing and Application, ICSCA 2023. Institute of Electrical and Electronics Engineers Inc., (International Conference on Smart Computing and Application, ICSCA 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Language Development 100%
  3 Scopus citations

• Two-Stage Face Detection and Anti-spoofing

  Nurnoby, M. F. & El-Alfy, E. S. M., 2023, Advances in Visual Computing - 18th International Symposium, ISVC 2023, Proceedings. Bebis, G., Ghiasi, G., Fang, Y., Sharf, A., Dong, Y., Weaver, C., Leo, Z., LaViola Jr., J. J. & Kohli, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 445-455 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14361).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Spoofing 100%
  • Face Detection 100%
  • Anti-Spoofing 66%
  • Convolutional Neural Network 33%
  • Authentication System 33%
• 2020

  Android Malware Detector Based on Sequences of System Calls and Bidirectional Recurrent Networks

  Al-Thelaya, K. & El-Alfy, E. S. M., 2020, Security in Computing and Communications - 7th International Symposium, SSCC 2019, Revised Selected Papers. Thampi, S. M., Martinez Perez, G., Ko, R. & Rawat, D. B. (eds.). Springer, p. 309-321 13 p. (Communications in Computer and Information Science; vol. 1208 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Recurrent Network 100%
  • Deep Recurrent Neural Network 50%

• Evaluation of CNN Models with Transfer Learning for Recognition of Sign Language Alphabets with Complex Background

  Nurnoby, M. F., El-Alfy, E. S. M. & Luqman, H., 20 Dec 2020, 2020 International Conference on Innovation and Intelligence for Informatics, Computing and Technologies, 3ICT 2020. Institute of Electrical and Electronics Engineers Inc., 9311989. (2020 International Conference on Innovation and Intelligence for Informatics, Computing and Technologies, 3ICT 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Network Model 100%
  • Convolutional Neural Network 100%
  • Complex Background 100%
  • Transfer Learning 100%
  • Evaluation 100%
  4 Scopus citations

• Exploring Lattice-based Post-Quantum Signature for JWT Authentication: Review and Case Study

  Alkhulaifi, A. & El-Alfy, E. S. M., May 2020, 2020 IEEE 91st Vehicular Technology Conference, VTC Spring 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9129505. (IEEE Vehicular Technology Conference; vol. 2020-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Authentication Token 100%
  • Connected Device 50%
  • Quantum Computer 50%
  • Performance Loss 50%
  • Standardization Process 50%
  7 Scopus citations

• Feature Analysis and Prediction of Antibiotic Resistance Using PCA-MLP with Segments of N. Gonorrhoeae Bacteria’s DNA

  El-Alfy, E. S. M. & El-Alfy, Y. E., 2020, IET Conference Proceedings. 6 ed. Institution of Engineering and Technology, Vol. 2020. p. 75-82 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Model Accuracy 100%
  • Dimensionality Reduction 100%
  • High Dimensionality 100%
  • Model 100%
  • Class 100%

• Impact of Normalization on BiLSTM Based Models for Energy Disaggregation

  Ayub, M. & El-Alfy, E. S. M., 26 Oct 2020, 2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020. Institute of Electrical and Electronics Engineers Inc., 9325593. (2020 International Conference on Data Analytics for Business and Industry: Way Towards a Sustainable Economy, ICDABI 2020).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Directional 100%
  • Models 100%
  • Energy Engineering 100%
  • Normalization 100%
  • Long Short-Term Memory 100%
  8 Scopus citations

• On DNA Cryptography for Secure Data Storage and Transfer

  Elmoselhy, A. & El-Alfy, E. S. M., 2020, IET Conference Proceedings. 6 ed. Institution of Engineering and Technology, Vol. 2020. p. 174-180 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Information Storage 100%
  • Cryptography 100%
  • Algorithms 50%
  • Research Direction 50%
  • Research Worker 50%
  2 Scopus citations

• Using Mashup and web 2.0 to foster inquiry-based flipped classroom in online teaching of technical curriculum: A case study

  El-Alfy, E. S. M., 6 Dec 2020, 2020 6th International Conference on e-Learning, ICEL 2020. Academic Conferences and Publishing International Limited, p. 28-34 7 p. (Proceedings of the International Conference on e-Learning, ICEL; vol. 2020-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Programs 100%
  • Case Study 100%
  • Web 2.0 100%
  • Teaching and Learning 50%
  • Application Engineering 50%
  2 Scopus citations
• 2019

  Audio-Textual Arabic Dialect Identification for Opinion Mining Videos

  Al-Azani, S. & El-Alfy, E. S. M., Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. Institute of Electrical and Electronics Engineers Inc., p. 2470-2475 6 p. 9003031. (2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Texts 100%
  • Approach 100%
  • Opinion 100%
  • Video 100%
  • Mining 100%
  8 Scopus citations

• Benchmarking Open-Source Android Malware Detection Tools

  Samara, M. & El-Alfy, E. S. M., Nov 2019, 2019 2nd IEEE Middle East and North Africa COMMunications Conference, MENACOMM 2019. Institute of Electrical and Electronics Engineers Inc., 8988532. (2019 2nd IEEE Middle East and North Africa COMMunications Conference, MENACOMM 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Detection Engine 100%
  5 Scopus citations

• Forecasting of Bahrain stock market with deep learning: Methodology and case study

  Al-Thelaya, K. A., El-Alfy, E. S. M. & Mohammed, S., Apr 2019, 2019 8th International Conference on Modeling Simulation and Applied Optimization, ICMSAO 2019. Institute of Electrical and Electronics Engineers Inc., 8880382. (2019 8th International Conference on Modeling Simulation and Applied Optimization, ICMSAO 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Deep Learning 100%
  • Case Study 100%
  • Models 100%
  • Market 100%
  • Learning 100%
  7 Scopus citations

• Impact of spectre/meltdown kernel patches on crypto-algorithms on windows platforms

  Alhubaiti, O. & El-Alfy, E. S. M., Sep 2019, 2019 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2019. Institute of Electrical and Electronics Engineers Inc., 8910282. (2019 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Algorithms 100%
  • Window Platform 100%
  • Vulnerability 100%
  • Performance Impact 50%
  • Hardware 50%
  3 Scopus citations

• Multimodal sentiment and gender classification for video logs

  Al-Azani, S. & El-Alfy, E. S. M., 2019, ICAART 2019 - Proceedings of the 11th International Conference on Agents and Artificial Intelligence. Rocha, A., Steels, L. & van den Herik, J. (eds.). SciTePress, p. 907-914 8 p. (ICAART 2019 - Proceedings of the 11th International Conference on Agents and Artificial Intelligence; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Support Vector Machine 100%
  • Machine Learning 50%
  • Research Community 50%
  • Sentiment Analysis 50%
  • Visual Feature 50%
  1 Scopus citations

• Multi-scale LPQ-DCT for image forgery detection

  Shah, A. & El-Alfy, E. S. M., Apr 2019, 2019 8th International Conference on Modeling Simulation and Applied Optimization, ICMSAO 2019. Institute of Electrical and Electronics Engineers Inc., 8880273. (2019 8th International Conference on Modeling Simulation and Applied Optimization, ICMSAO 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Texture Feature 100%
  • Image Authenticity 100%
  1 Scopus citations

• Overview and Case Study for Ransomware Classification Using Deep Neural Network

  Nurnoby, M. F. & El-Alfy, E. S. M., Nov 2019, 2019 2nd IEEE Middle East and North Africa COMMunications Conference, MENACOMM 2019. Institute of Electrical and Electronics Engineers Inc., 8988551. (2019 2nd IEEE Middle East and North Africa COMMunications Conference, MENACOMM 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Malware 100%
  • Deep Neural Network 100%
  • Case Study 100%
  • Machine Learning 20%
  • Random Decision Forest 20%
  1 Scopus citations

• Statistical comparison of opinion spam detectors in social media with imbalanced datasets

  El-Alfy, E. S. M. & Al-Azani, S., 2019, Security in Computing and Communications - 6th International Symposium, SSCC 2018, Revised Selected Papers. Thampi, S. M., Rawat, D. B., Alcaraz Calero, J. M., Madria, S. & Wang, G. (eds.). Springer Verlag, p. 157-167 11 p. (Communications in Computer and Information Science; vol. 969).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Social Media 100%
  • spam 100%
  • Sentiment Analysis 66%
  • spam detection 66%
  • Random Decision Forest 33%
  2 Scopus citations

• Using feature-level fusion for multimodal gender recognition for opinion mining videos

  Al-Azani, S. & El-Alfy, E. S. M., Apr 2019, 2019 8th International Conference on Modeling Simulation and Applied Optimization, ICMSAO 2019. Institute of Electrical and Electronics Engineers Inc., 8902177. (2019 8th International Conference on Modeling Simulation and Applied Optimization, ICMSAO 2019; vol. 2019-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Gender Recognition 100%
  • Sentiment Analysis 100%
  • Model 40%
  • Machine Learning Technique 20%
  • Visual Modality 20%
  1 Scopus citations
• 2018

  Anger detection in Arabic speech dialogs

  Khalil, A., Al-Khatib, W., El-Alfy, E. S. & Cheded, L., 5 Jun 2018, 2018 International Conference on Computing Sciences and Engineering, ICCSE 2018 - Proceedings. Raafat, H., Abd-El-Barr, M., Sarfraz, M. & Manuel, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2018 International Conference on Computing Sciences and Engineering, ICCSE 2018 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Detection 100%
  • Classifier 66%
  • Detection Rate 33%
  • Design 33%
  • Real World 33%
  17 Scopus citations

• Combining emojis with Arabic textual features for sentiment classification

  Al-Azani, S. & El-Alfy, E. S. M., 4 May 2018, 2018 9th International Conference on Information and Communication Systems, ICICS 2018. Institute of Electrical and Electronics Engineers Inc., p. 139-144 6 p. (2018 9th International Conference on Information and Communication Systems, ICICS 2018; vol. 2018-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sentiment Classification 100%
  • Textual Feature 100%
  • Word Embedding 50%
  • Classifier 50%
  • Feature Selection 25%
  26 Scopus citations

• Detection of Arabic spam tweets using word embedding and machine learning

  Al-Azani, S. & El-Alfy, E. S. M., Nov 2018, 2018 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2018. Institute of Electrical and Electronics Engineers Inc., 8855747. (2018 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies, 3ICT 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Binary Classification 100%
  14 Scopus citations

• Emoji-Based Sentiment Analysis of Arabic Microblogs Using Machine Learning

  Al-Azani, S. & El-Alfy, E. S. M., 27 Dec 2018, 21st Saudi Computer Society National Computer Conference, NCC 2018. Institute of Electrical and Electronics Engineers Inc., 8592970. (21st Saudi Computer Society National Computer Conference, NCC 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine Learning 100%
  • Sentiment Analysis 100%
  • Microblogs 100%
  • Learning Algorithm 100%
  • Polarity 100%
  2 Scopus citations

• Emojis-based sentiment classification of Arabic microblogs using deep recurrent neural networks

  Al-Azani, S. & El-Alfy, E. S., 5 Jun 2018, 2018 International Conference on Computing Sciences and Engineering, ICCSE 2018 - Proceedings. Raafat, H., Abd-El-Barr, M., Sarfraz, M. & Manuel, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2018 International Conference on Computing Sciences and Engineering, ICCSE 2018 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sentiment Classification 100%
  • Microblogs 100%
  • Deep Recurrent Neural Network 100%
  • Short-Term Memory 100%
  • Recurrent Neural Network 100%
  39 Scopus citations

• Enhanced method for recognizing gender in smart environments from gait biometric

  Binsaadoon, A. G. & El-Alfy, E. S. M., 2018, IET Conference Publications. CP747 ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2018, no. CP747).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Biometric Trait 100%
  • Temporal Variation 100%

• Evaluation of Bidirectional LSTM for Short and Long-Term Stock Market Prediction

  Althelaya, K. A., El-Alfy, E. S. M. & Mohammed, S., 4 May 2018, 2018 9th International Conference on Information and Communication Systems, ICICS 2018. Institute of Electrical and Electronics Engineers Inc., p. 151-156 6 p. (2018 9th International Conference on Information and Communication Systems, ICICS 2018; vol. 2018-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Textual Feature 100%
  • Bidirectional Long Short-Term Memory Network 100%
  • Evaluation 100%
  • Word Embedding 66%
  • Classifier 66%
  169 Scopus citations

• Image Splicing Forgery Detection Using DCT Coefficients with Multi-Scale LBP

  Shah, A. & El-Alfy, E. S., 5 Jun 2018, 2018 International Conference on Computing Sciences and Engineering, ICCSE 2018 - Proceedings. Raafat, H., Abd-El-Barr, M., Sarfraz, M. & Manuel, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2018 International Conference on Computing Sciences and Engineering, ICCSE 2018 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Splicing Forgery Detection 100%
  • Forensics 12%
  19 Scopus citations

• Imbalanced Sentiment Polarity Detection Using Emoji-Based Features and Bagging Ensemble

  Al-Azani, S. & El-Alfy, E. S. M., 20 Aug 2018, 1st International Conference on Computer Applications and Information Security, ICCAIS 2018. Institute of Electrical and Electronics Engineers Inc., 8441956. (1st International Conference on Computer Applications and Information Security, ICCAIS 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Detection 100%
  • Algorithms 50%
  • Sentiment Analysis 50%
  • Class Imbalance Problem 50%
  • Considered Case 50%
  11 Scopus citations

• Scalability evaluation of block cipher modes of AES standard

  AL-Hejri, I. & El-Alfy, E. S. M., 2018, IET Conference Publications. CP747 ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2018, no. CP747).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Block Cipher Mode 100%
  • Standards 100%
  • Evaluation 100%
  • Encryption 50%
  • Information Security 50%

• Social sensing applications and case study using acoustic Arabic opinion mining

  Al-Azani, S. & El-Alfy, E. S. M., 2018, IET Conference Publications. CP747 ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2018, no. CP747).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Smart City 100%
  • Sensing Application 100%
  • Acoustics 100%
  • Mining 100%
  • Sentiment Analysis 100%

• Stock Market Forecast Using Multivariate Analysis with Bidirectional and Stacked (LSTM, GRU)

  Althelaya, K. A., El-Alfy, E. S. M. & Mohammed, S., 27 Dec 2018, 21st Saudi Computer Society National Computer Conference, NCC 2018. Institute of Electrical and Electronics Engineers Inc., 8593076. (21st Saudi Computer Society National Computer Conference, NCC 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Market 100%
  • Learning 100%
  • Multivariate Analysis 100%
  • Stock 100%
  • Long Short-Term Memory Network 100%
  67 Scopus citations
• 2017

  A more secure scheme for CAPTCHA-based authentication in cloud environment

  Althamary, I. A. & El-Alfy, E. S. M., 20 Oct 2017, ICIT 2017 - 8th International Conference on Information Technology, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 405-411 7 p. 8080034. (ICIT 2017 - 8th International Conference on Information Technology, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Security Function 100%
  10 Scopus citations

• Critical review of static taint analysis of android applications for detecting information leakages

  Mumtaz, H. & El-Alfy, E. S. M., 20 Oct 2017, ICIT 2017 - 8th International Conference on Information Technology, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 446-454 9 p. 8080041. (ICIT 2017 - 8th International Conference on Information Technology, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Android Application 100%
  • Information Leakage 100%
  • Application 100%
  • Communication 100%
  • Experiments 50%
  4 Scopus citations

• Evaluating time and throughput at different modes of operation in AES algorithm

  Alfadel, M., El-Alfy, E. S. M. & Kamal, K. M. A., 20 Oct 2017, ICIT 2017 - 8th International Conference on Information Technology, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 795-801 7 p. 8079948. (ICIT 2017 - 8th International Conference on Information Technology, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Encryption 100%
  • Algorithms 100%
  • Throughput 100%
  • Blockchain 66%
  • Cipher Feedback 66%
  8 Scopus citations

• Hybrid Deep Learning for Sentiment Polarity Determination of Arabic Microblogs

  Al-Azani, S. & El-Alfy, E. S. M., 2017, Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Zhao, D., El-Alfy, E.-S. M., Liu, D., Xie, S. & Li, Y. (eds.). Springer Verlag, p. 491-500 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10635 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Long Short-Term Memory Network 100%
  • Microblogs 100%
  • Deep Learning 100%
  • Short-Term Memory 100%
  • Neural Network 100%
  52 Scopus citations

• Kernel-Based Fuzzy Local Binary Pattern for Gait Recognition

  Binsaadoon, A. G. & El-Alfy, E. S. M., 4 May 2017, Proceedings - UKSim-AMSS 2016: 10th European Modelling Symposium on Computer Modelling and Simulation. Institute of Electrical and Electronics Engineers Inc., p. 35-40 6 p. 7920225. (Proceedings - UKSim-AMSS 2016: 10th European Modelling Symposium on Computer Modelling and Simulation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Local Binary Pattern 100%
  • Performance 100%
  • Gait Recognition 100%
  • Gait Energy Image 66%
  • Energy Engineering 50%
  2 Scopus citations

• Learning mechanisms or anomaly-based intruson detection: Updated review

  El-Alfy, E. S. M. & Al-Utaibi, K. A., 30 Nov 2017, 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017. Institute of Electrical and Electronics Engineers Inc., p. 1273-1281 9 p. (2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017; vol. 2017-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Learning Mechanism 100%
  2 Scopus citations
• 2016

  FLGBP: Improved Method for Gait Representation and Recognition

  Binsaadoon, A. G. & El-Alfy, E. S. M., 19 Dec 2016, Proceedings - 2016 World Symposium on Computer Applications and Research, WSCAR 2016. Institute of Electrical and Electronics Engineers Inc., p. 59-64 6 p. 7791981. (Proceedings - 2016 World Symposium on Computer Applications and Research, WSCAR 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Images 100%
  • Medical Domain 100%
  • Experimental Result 50%
  • Dataset 50%
  • Comparative Study 50%
  6 Scopus citations

• Gait-based recognition for human identification using fuzzy local binary patterns

  Binsaadoon, A. G. & El-Alfy, E. S. M., 2016, ICAART 2016 - Proceedings of the 8th International Conference on Agents and Artificial Intelligence. van den Herik, J., Filipe, J. & Filipe, J. (eds.). SciTePress, p. 314-321 8 p. (ICAART 2016 - Proceedings of the 8th International Conference on Agents and Artificial Intelligence; vol. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Identification 100%
  • Local Binary Pattern 100%
  • Partitioning 66%
  • Gait Energy Image 66%
  • Energy Engineering 50%
  11 Scopus citations

• Known-plaintext attack and improvement of PRNG-based text encryption

  Amro, A. & El-Alfy, E. S. M., 20 May 2016, 2016 7th International Conference on Information and Communication Systems, ICICS 2016. Institute of Electrical and Electronics Engineers Inc., p. 233-238 6 p. 7476117. (2016 7th International Conference on Information and Communication Systems, ICICS 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Encryption 100%
  • Plaintext Attack 100%
  • Number Generator 100%
  • Sensitivity Analysis 66%
  • Encryption Method 33%
  2 Scopus citations

• Multi-kernel fuzzy-based local gabor patterns for gait recognition

  Binsaadoon, A. G. & El-Alfy, E. S. M., 2016, Advances in Visual Computing - 12th International Symposium, ISVC 2016, Proceedings. Bebis, G., Parvin, B., Skaff, S., Iwai, D., Boyle, R., Koracin, D., Porikli, F., Scheidegger, C., Entezari, A., Min, J., Sadagic, A. & Isenberg, T. (eds.). Springer Verlag, p. 790-799 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10072 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feature Extraction 100%
  • Benchmark 100%
  • Data Base 100%
  • Gabor Filter 100%
  • Local Binary Pattern 100%
  1 Scopus citations

• Statistical gabor-based gait recognition using region-level analysis

  Abdullah, B. A. G. & El-Alfy, E. S. M., 29 Sep 2016, Proceedings - EMS 2015: UKSim-AMSS 9th IEEE European Modelling Symposium on Computer Modelling and Simulation. Romero, G., Orsoni, A., Al-Dabass, D. & Pantelous, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 137-141 5 p. 7579819. (Proceedings - EMS 2015: UKSim-AMSS 9th IEEE European Modelling Symposium on Computer Modelling and Simulation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Gait Recognition 100%
  • Level Analysis 100%
  • Images 75%
  • Energy Engineering 50%
  • Research 50%
  5 Scopus citations
• 2015

  Full-reference predictive modeling of subjective image quality assessment with ANFIS

  El-Alfy, E. S. M. & Riaz, M. R., 2015, Agents and Artificial Intelligence - 6th International Conference, ICAART 2014, Revised Selected Papers. van den Herik, J., Filipe, J., van den Herik, J., Duval, B., Loiseau, S., Filipe, J., Duval, B. & Loiseau, S. (eds.). Springer Verlag, p. 296-311 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8946).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fuzzy Inference System 100%
  • Image Quality Assessment 100%
  • Images 100%
  • Metrics 28%
  • Prediction 28%

• Learning rule for linear multilayer feedforward ann by boosted decision stumps

  Baig, M. M., El-Alfy, E. S. M. & Awais, M. M., 2015, Neural Information Processing - 22nd International Conference, ICONIP 2015, Proceedings. Lai, W. K., Liu, Q., Huang, T. & Arik, S. (eds.). Springer Verlag, p. 345-353 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9489).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Network 100%
  • Backpropagation 33%
  2 Scopus citations

• MapReduce implementation for minimum reduct using parallel genetic algorithm

  Alshammari, M. A. & El-Alfy, E. S. M., 6 May 2015, 2015 6th International Conference on Information and Communication Systems, ICICS 2015. Institute of Electrical and Electronics Engineers Inc., p. 13-18 6 p. 7103194. (2015 6th International Conference on Information and Communication Systems, ICICS 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • MapReduce 100%
  • Generic Algorithm 33%
  5 Scopus citations

• Online prime labeling and generation of synopsis for XML query estimation

  Mohammed, S., El-Alfy, E. S. M. & Barradah, A. F., 6 May 2015, 2015 6th International Conference on Information and Communication Systems, ICICS 2015. Institute of Electrical and Electronics Engineers Inc., p. 19-24 6 p. 7103195. (2015 6th International Conference on Information and Communication Systems, ICICS 2015).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Algorithms 100%
  • Estimation Accuracy 25%
  • Sampling Algorithm 25%
  • Execution Plan 25%
  • Query Execution 25%
  1 Scopus citations
• 2014

  A novel bio-inspired predictive model for spam filtering based on dendritic cell algorithm

  El-Alfy, E. S. M. & Al-Hasan, A. A., 16 Jan 2014, IEEE SSCI 2014: 2014 IEEE Symposium Series on Computational Intelligence - CICS 2014: 2014 IEEE Symposium on Computational Intelligence in Cyber Security, Proceedings. Institute of Electrical and Electronics Engineers Inc., 7013372. (IEEE SSCI 2014: 2014 IEEE Symposium Series on Computational Intelligence - CICS 2014: 2014 IEEE Symposium on Computational Intelligence in Cyber Security, Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Algorithms 100%
  • e-Mail 100%
  • spam filter 100%
  • Predictive Model 100%
  • User 66%
  9 Scopus citations