Features dimensionality reduction approaches for machine learning based network intrusion detection R Abdulhammed, H Musafer, A Alessa, M Faezipour, A Abuzneid Electronics 8 (3), 322, 2019 | 335 | 2019 |
Efficient network intrusion detection using PCA-based dimensionality reduction of features R Abdulhammed, M Faezipour, H Musafer, A Abuzneid 2019 International symposium on networks, computers and communications …, 2019 | 53 | 2019 |
An enhanced design of sparse autoencoder for latent features extraction based on trigonometric simplexes for network intrusion detection systems H Musafer, A Abuzneid, M Faezipour, A Mahmood Electronics 9 (2), 259, 2020 | 45 | 2020 |
A facial wrinkle detection by using deep learning with an efficient optimizer H Musafer, E Tokgöz Cosmetic and reconstructive facial plastic surgery: A review of medical and …, 2023 | 19 | 2023 |
Dynamic hassan nelder mead with simplex free selectivity for unconstrained optimization HA Musafer, A Mahmood Ieee Access 6, 39015-39026, 2018 | 14 | 2018 |
High-dimensional normalized data profiles for testing derivative-free optimization algorithms H Musafer, E Tokgoz, A Mahmood PeerJ Computer Science 8, e960, 2022 | 6 | 2022 |
Incorporating Derivative-Free Convexity with Trigonometric Simplex Designs for Learning-Rate Estimation of Stochastic Gradient-Descent Method E Tokgoz, H Musafer, M Faezipour, A Mahmood Electronics 12 (2), 419, 2023 | 3 | 2023 |
A dynamic clustering algorithm for object tracking and localization in WSN H Musafer, R Abdulhameed, E Abdelfattah, K Elleithy Proceedings of 27th International Conference on Computer Applications in …, 2014 | 3 | 2014 |
A novel partitioning scheme for partial transmit sequence method H Musafer, M Faezipour 2021 IEEE 12th Annual Ubiquitous Computing, Electronics & Mobile …, 2021 | 2 | 2021 |
Machine learning based feature reduction for network intrusion detection AA Abuzneid, M Faezipour, R Abdulhammed, A Abu Mallouh, H Musafer | 2 | 2019 |
Machine learning approaches for flow-based intrusion detection systems R Abdulhammed, H Musafer, A Alessa, M Faezipour, A Abuzneid | 1 | 2018 |
Sequential Evolutionary Operations of Trigonometric Simplex Designs for High-Dimensional Unconstrained Optimization Applications H Musafer University of Bridgeport, 2020 | | 2020 |
A Dynamic Clustering Algorithm for Object Tracking and Localization in WSN Title (Conference/Workshop paper) H Musafer, R Abdulhameed, E Abdelfattah, K Elleithy CAINE 2014: 27th International Conference on Computer Applications in …, 2014 | | 2014 |
Towards Efficient Features Dimensionality Reduction for Network Intrusion Detection on Highly Imbalanced Traffic R Abdulhammed, H Musafer, M Faezipour, A Abuzneid | | |