Alaa El Khatib

According to our database, Alaa El Khatib authored at least 11 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Accounting for the Effect of Inter-Task Similarity in Continual Learning Models.

Alaa El Khatib, Mahmoud M. Nasr, Fakhri Karray

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020

Continual Learning and Forgetting in Deep Learning Models.

Alaa El Khatib

PhD thesis, 2020

Driver Inattention Detection in the Context of Next-Generation Autonomous Vehicles Design: A Survey.

Alaa El Khatib, Chaojie Ou, Fakhri Karray

IEEE Trans. Intell. Transp. Syst., 2020

2019

Preempting Catastrophic Forgetting in Continual Learning Models by Anticipatory Regularization.

Alaa El Khatib, Fakhri Karray

Proceedings of the International Joint Conference on Neural Networks, 2019

Design of an End-to-End Dual Mode Driver Distraction Detection System.

Chaojie Ou, Qiang Zhao, Fakhri Karray, Alaa El Khatib

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Strategies for Improving Single-Head Continual Learning Performance.

Alaa El Khatib, Fakhri Karray

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

2018

Methods to Improve Multi-Step Time Series Prediction.

Arief Koesdwiady, Alaa El Khatib, Fakhri Karray

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Nonnegative Matrix Factorization Using Autoencoders And Exponentiated Gradient Descent.

Alaa El Khatib, Shimeng Huang, Ali Ghodsi, Fakhri Karray

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2016

Enhancing automatic polyp detection accuracy using fusion techniques.

Alaa El Khatib, Naoufel Werghi, Hussain Al-Ahmad

Proceedings of the IEEE 59th International Midwest Symposium on Circuits and Systems, 2016

2015

Space-Time Adaptive Processing Using Pattern Classification.

Alaa El Khatib, Khaled Assaleh, Hasan Saeed Mir

IEEE Trans. Signal Process., 2015

Automatic polyp detection: A comparative study.

Alaa El Khatib, Naoufel Werghi, Hussain Al-Ahmad

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015