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 | 160 | 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 | 25 | 2020 |
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 | 14 | 2019 |
Dynamic hassan nelder mead with simplex free selectivity for unconstrained optimization HA Musafer, A Mahmood Ieee Access 6, 39015-39026, 2018 | 11 | 2018 |
Machine learning based feature reduction for network intrusion detection AA Abuzneid, M Faezipour, R Abdulhammed, A Abu Mallouh, H Musafer | 2 | 2019 |
A novel partitioning scheme for partial transmit sequence method H Musafer, M Faezipour 2021 IEEE 12th Annual Ubiquitous Computing, Electronics & Mobile …, 2021 | 1 | 2021 |
Machine learning approaches for flow-based intrusion detection systems R Abdulhammed, H Musafer, A Alessa, M Faezipour, AA Abuzneid | 1 | 2018 |
A dynamic clustering algorithm for object tracking and localization in WSN H Musafer, R Abdulhammed, E Abdelfattah, KM Elleithy International Society for Computers and Their Applications, Inc., 2014 | 1 | 2014 |
High-dimensional normalized data profiles for testing derivative-free optimization algorithms H Musafer, E Tokgoz, A Mahmood PeerJ Computer Science 8, e960, 2022 | | 2022 |
Sequential Evolutionary Operations of Trigonometric Simplex Designs for High-Dimensional Unconstrained Optimization Applications H Musafer University of Bridgeport, 2020 | | 2020 |
Towards Efficient Features Dimensionality Reduction for Network Intrusion Detection on Highly Imbalanced Traffic R Abdulhammed, H Musafer, M Faezipour, AA Abuzneid | | 2019 |