Multi-level hybrid support vector machine and extreme learning machine based on modified K-means for intrusion detection system WL Al-Yaseen, ZA Othman, MZA Nazri Expert Systems with Applications 67, 296-303, 2017 | 528 | 2017 |
Differential evolution wrapper feature selection for intrusion detection system FH Almasoudy, WL Al-Yaseen, AK Idrees Procedia Computer Science 167, 1230-1239, 2020 | 95 | 2020 |
Wrapper feature selection method based differential evolution and extreme learning machine for intrusion detection system WL Al-Yaseen, AK Idrees, FH Almasoudy Pattern Recognition 132, 108912, 2022 | 83 | 2022 |
Real-time multi-agent system for an adaptive intrusion detection system WL Al-Yaseen, ZA Othman, MZA Nazri Pattern Recognition Letters 85, 56-64, 2017 | 63 | 2017 |
Integrated divide and conquer with enhanced k-means technique for energy-saving data aggregation in wireless sensor networks AK Idrees, AKM Al-Qurabat, C Abou Jaoude, WL Al-Yaseen 2019 15th International wireless communications & mobile computing …, 2019 | 47 | 2019 |
Improving intrusion detection system by developing feature selection model based on firefly algorithm and support vector machine WL Al-Yaseen IAENG International Journal of Computer Science 46 (4), 534-540, 2019 | 43 | 2019 |
Distributed data aggregation based modified k-means technique for energy conservation in periodic wireless sensor networks AK Idrees, WL Al-Yaseen, M Abou Taam, O Zahwe 2018 IEEE middle east and north africa communications conference (MENACOMM), 1-6, 2018 | 42 | 2018 |
Distributed genetic algorithm for lifetime coverage optimisation in wireless sensor networks AK Idrees, WL Al-Yaseen International Journal of Advanced Intelligence Paradigms 18 (1), 3-24, 2021 | 38 | 2021 |
Hybrid modified K-means with C4. 5 for intrusion detection systems in Multiagent Systems W Laftah Al-Yaseen, Z Ali Othman, MZ Ahmad Nazri The Scientific World Journal 2015, 2015 | 37 | 2015 |
Real-time intrusion detection system using multi-agent system WL Al-Yaseen, ZA Othman, MZA Nazri IAENG International Journal of Computer Science 43 (1), 80-90, 2016 | 31 | 2016 |
The Use of Modified K-Means Algorithm to Enhance the Performance of Support Vector Machine in Classifying Breast Cancer WL Al-Yaseen, A Jehad, QA Abed, AK Idrees International Journal of Intelligent Engineering and Systems 14 (2), 190-200, 2021 | 24 | 2021 |
Intrusion detection system based on modified k-means and multi-level support vector machines WL Al-Yaseen, ZA Othman, MZA Nazri Soft Computing in Data Science: First International Conference, SCDS 2015 …, 2015 | 15 | 2015 |
Data mining in web personalization using the blended deep learning model QA Abed, OM Fadhil, WL Al-Yaseen Indonesian Journal of Electrical Engineering and Computer Science 20 (3 …, 2020 | 11 | 2020 |
Two-step data clustering for improved intrusion detection system using CICIoT2023 dataset HQ Gheni, WL Al-Yaseen e-Prime-Advances in Electrical Engineering, Electronics and Energy 9, 100673, 2024 | 8 | 2024 |
MuDeLA: multi-level deep learning approach for intrusion detection systems WL Al-Yaseen, AK Idrees International Journal of Computers and Applications 45 (12), 755-763, 2023 | 7 | 2023 |
Hybrid AE-MLP: Hybrid Deep Learning Model Based on Autoencoder and Multilayer Perceptron Model for Intrusion Detection System D Al-Safaar, WL Al-Yaseen International Journal of Intelligent Engineering and Systems 16 (2), 35-49, 2023 | 3 | 2023 |
A survey of network intrusion detection systems based on deep learning approaches DW Al-Safaar, WL Al-Yaseen Научно-технический вестник информационных технологий, механики и оптики 23 …, 2023 | 2 | 2023 |
Using a Grey Wolf Optimization and Multilayer Perceptron Algorithms for an Anomaly-Based Intrusion Detection System W Laftah Al-Yaseen, Q Abdullah Abed International Journal of Computing and Digital Systems 16 (1), 1-10, 2024 | 1 | 2024 |
Using Ensemble Techniques Based on Machine and Deep Learning for Solving Intrusion Detection Problems: A Survey HQ Gheni, WL Al-Yaseen Karbala International Journal of Modern Science 9 (1), 43-56, 2023 | 1 | 2023 |
Convolutional Neural Networks Based Optimal Management of Agricultural Crops MT Abdullah, WL Al-Yaseen, QA Abed Turkish Journal of Computer and Mathematics Education (TURCOMAT) 12 (11 …, 2021 | 1 | 2021 |