Improving the performance of multi-class intrusion detection systems using feature reduction Y Wahba, E ElSalamouny, G ElTaweel arXiv preprint arXiv:1507.06692, 2015 | 63 | 2015 |
A comparison of svm against pre-trained language models (plms) for text classification tasks Y Wahba, N Madhavji, J Steinbacher International Conference on Machine Learning, Optimization, and Data Science …, 2022 | 23 | 2022 |
Evaluating the effectiveness of static word embeddings on the classification of it support tickets Y Wahba, NH Madhavji, J Steinbacher Proceedings of the 30th Annual International Conference on Computer Science …, 2020 | 15 | 2020 |
Reducing misclassification due to overlapping classes in text classification via stacking classifiers on different feature subsets Y Wahba, N Madhavji, J Steinbacher Future of Information and Communication Conference, 406-419, 2022 | 7 | 2022 |
Estimating the Sample Size for Training Intrusion Detection Systems G Yasmen Wahba, Ehab el salamouny I. J. Computer Network and Information Security 9 (12), 1-10, 2017 | 7* | 2017 |
Attention Is not Always What You Need: Towards Efficient Classification of Domain-Specific Text: Case-Study: IT Support Tickets Y Wahba, N Madhavji, J Steinbacher Science and Information Conference, 1159-1166, 2023 | 2 | 2023 |
A Hybrid Continual Learning Approach for Efficient Hierarchical Classification of IT Support Tickets in the Presence of Class Overlap Y Wahba, NH Madhavji, J Steinbacher 2023 IEEE International Conference on Industrial Technology (ICIT), 1-6, 2023 | 1 | 2023 |
A Hybrid Machine Learning Model for Efficient Classification of IT Support Tickets in The Presence of Class Overlap Y Wahba, NH Madhavji, J Steinbacher Proceedings of the 32nd Annual International Conference on Computer Science …, 2022 | 1 | 2022 |
A Hybrid Continual Machine Learning Model for Efficient Hierarchical Classification of Domain-Specific Text in The Presence of Class Overlap (Case Study: IT Support Tickets) YM Wahba The University of Western Ontario (Canada), 2023 | | 2023 |
A Comparison of SVM against Pre-trained Language Models (PLMs) for Text ClassificationTasks JS Yasmen Wahba, Nazim Madhavji 8th International Conference on Machine Learning, Optimization, and Data …, 2023 | | 2023 |
Happy Customers: Automatic Classification of IT Customer Support Tickets YM Wahba | | 2022 |