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ORCIDAlaa El Khatib
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Books and Theses
- 2020
[b1]Alaa El Khatib:
Continual Learning and Forgetting in Deep Learning Models. University of Waterloo, Ontario, Canada, 2020
Journal Articles
- 2020
- [j2]Alaa El Khatib
, Chaojie Ou, Fakhri Karray:
Driver Inattention Detection in the Context of Next-Generation Autonomous Vehicles Design: A Survey. IEEE Trans. Intell. Transp. Syst. 21(11): 4483-4496 (2020) - 2015
- [j1]Alaa El Khatib, Khaled Assaleh, Hasan Saeed Mir:
Space-Time Adaptive Processing Using Pattern Classification. IEEE Trans. Signal Process. 63(3): 766-779 (2015)
Conference and Workshop Papers
- 2021
- [c8]Alaa El Khatib, Mahmoud M. Nasr, Fakhri Karray:
Accounting for the Effect of Inter-Task Similarity in Continual Learning Models. SMC 2021: 1241-1247 - 2019
- [c7]Chaojie Ou, Qiang Zhao, Fakhri Karray, Alaa El Khatib:
Design of an End-to-End Dual Mode Driver Distraction Detection System. ICIAR (2) 2019: 199-207 - [c6]Alaa El Khatib, Fakhri Karray:
Strategies for Improving Single-Head Continual Learning Performance. ICIAR (1) 2019: 452-460 - [c5]Alaa El Khatib, Fakhri Karray:
Preempting Catastrophic Forgetting in Continual Learning Models by Anticipatory Regularization. IJCNN 2019: 1-7 - 2018
- [c4]Alaa El Khatib, Shimeng Huang, Ali Ghodsi, Fakhri Karray:
Nonnegative Matrix Factorization Using Autoencoders And Exponentiated Gradient Descent. IJCNN 2018: 1-8 - [c3]Arief Koesdwiady, Alaa El Khatib, Fakhri Karray:
Methods to Improve Multi-Step Time Series Prediction. IJCNN 2018: 1-8 - 2016
- [c2]Alaa El Khatib, Naoufel Werghi, Hussain Al-Ahmad:
Enhancing automatic polyp detection accuracy using fusion techniques. MWSCAS 2016: 1-4 - 2015
- [c1]Alaa El Khatib, Naoufel Werghi, Hussain Al-Ahmad:
Automatic polyp detection: A comparative study. EMBC 2015: 2669-2672
Coauthor Index
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