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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Dive into the research topics where Elsayed Elalfy is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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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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An interpretable neural network for robustly determining the location and number of cluster centers
Xie, X., Pu, Y. F., Zhang, H., Mańdziuk, J., El-Alfy, E. S. M. & Wang, J., Apr 2024, In: International Journal of Machine Learning and Cybernetics. 15, 4, p. 1473-1501 29 p.Research output: Contribution to journal › Article › peer-review
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Embedded feature selection approach based on TSK fuzzy system with sparse rule base for high-dimensional classification problems
Gong, X., Wang, J., Ren, Q., Zhang, K., El-Alfy, E. S. M. & Mańdziuk, J., 8 Jul 2024, In: Knowledge-Based Systems. 295, 111809.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Expertise-informed Bayesian convolutional neural network for oil production forecasting
Zang, J., Wang, J., Zhang, K., El-Alfy, E. S. M. & Mańdziuk, J., Sep 2024, In: Geoenergy Science and Engineering. 240, 213061.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
First-Order Sparse TSK Nonstationary Fuzzy Neural Network Based on the Mean Shift Algorithm and the Group Lasso Regularization
Zhang, B., Wang, J., Gong, X., Shi, Z., Zhang, C., Zhang, K., El-Alfy, E. S. M. & Ablameyko, S. V., Jan 2024, In: Mathematics. 12, 1, 120.Research output: Contribution to journal › Article › peer-review
Open Access -
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
1 Scopus citations