Projects per year
Personal profile
Research interests
Artificial Intelligence, Machine Learning, Computer Vision and Pattern Recognition, Bio-inspired Computation, Data Analytics, Cybersecurity and Networking
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 1 No Poverty
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SDG 3 Good Health and Well-being
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SDG 4 Quality Education
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SDG 5 Gender Equality
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SDG 7 Affordable and Clean Energy
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SDG 8 Decent Work and Economic Growth
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SDG 9 Industry, Innovation, and Infrastructure
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SDG 11 Sustainable Cities and Communities
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SDG 12 Responsible Consumption and Production
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SDG 13 Climate Action
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SDG 14 Life Below Water
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SDG 15 Life on Land
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SDG 16 Peace, Justice and Strong Institutions
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SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
Projects
- 19 Finished
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Monitoring Emotional and Physical State in Workplaces Based on Crowd Biosensing Using Federated Deep Learning
Elalfy, E. (PI)
1/09/22 → 31/08/23
Project: Research
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Energy Usage Optimization and Privacy Preserving of Consumption Data in Smart Grid
Elalfy, E. (PI)
1/07/22 → 1/07/23
Project: Research
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Improved Approach for Arabic Sign Language Visual Recognition Using Hand and Facial Gestures with Deep Learning
Luqman, H. (PI) & Elalfy, E. (CoI)
15/04/20 → 15/03/21
Project: Research
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Analysis and Predictive Modeling of the Stochastic Pedestrian Behavior Patterns at Signalized Intersections for Safer Intersection Design and Control
Mohammad, W. (PI) & Elalfy, E. (CoI)
1/12/14 → 31/05/17
Project: Research
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Development of Demand Responsive Dynamic Lane Assignment Strategy for Signalized Intersections
Mohammad, W. (PI), Al-Ratrout, N. (CoI) & Elalfy, E. (CoI)
1/12/13 → 30/11/15
Project: Research
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Non-intrusive appliance classification in smart grids using swin transformer mixtures
Ayub, M. & El-Alfy, E. S. M., Feb 2027, In: Electric Power Systems Research. 263, 113702.Research output: Contribution to journal › Article › peer-review
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A Hybrid Convolutional Neural Network-Bidirectional Long Short-Term Memory Approach for PPG-Based Stress Monitoring from Wrist Worn Wearables
Ali, M. S., Motin, M. A., El-Alfy, E. S. M. & Mahmud, M., 2026, Neural Information Processing - 32nd International Conference, ICONIP 2025, Proceedings. Taniguchi, T., Leung, C. S. A., Kozuno, T., Yoshimoto, J., Mahmud, M., Doborjeh, M. & Doya, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 474-489 16 p. (Lecture Notes in Computer Science; vol. 16312 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Boosting Classification of Electric Vehicles from Charging Patterns for Smart Mobility and Sustainability
Ayub, M. & El-Alfy, E. S. M., 2026, In: Transportation Research Procedia. 97, p. 444-451 8 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Domain-aware appliance classification with hybrid temporal features and correlation-aligned adversarial training
Ayub, M. & El-Alfy, E. S. M., Jul 2026, In: Neural Computing and Applications. 38, 14, 593.Research output: Contribution to journal › Article › peer-review
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Driver Yawning Monitoring for Connected Mobility Using Spatiotemporal Hybrid Transformer
Nurnoby, M. F. & El-Alfy, E. S. M., 2026, In: Transportation Research Procedia. 97, p. 916-923 8 p.Research output: Contribution to journal › Conference article › peer-review
Open Access