Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection AT Qasem, SJ Abdulkadir, H Rais, S Mirjalili, H Alhussian IEEE Access 7 (1), 39496 - 39508, 2019 | 311 | 2019 |
A review of grey wolf optimizer-based feature selection methods for classification Q Al-Tashi, H Md Rais, SJ Abdulkadir, S Mirjalili, H Alhussian Evolutionary Machine Learning Techniques: Algorithms and Applications, 273-286, 2020 | 95 | 2020 |
Approaches to Multi-Objective Feature Selection: A Systematic Literature Review Q Al-Tashi, SJ Abdulkadir, HM Rais, S Mirjalili, H Alhussian IEEE Access 8 (1), 125076-125096, 2020 | 83 | 2020 |
Performance Analysis of Feature Selection Methods in Software Defect Prediction: A Search Method Approach AO Balogun, S Basri, SJ Abdulkadir, AS Hashim Applied Sciences 9 (2764), 1-20, 2019 | 74 | 2019 |
Feature Selection Method Based on Grey Wolf Optimization for Coronary Artery Disease Classification Al-Tashi Q., R H., S Jadid. Advances in Intelligent Systems and Computing 843, 257-266, 2019 | 74 | 2019 |
Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification Q Al-Tashi, SJ Abdulkadir, HM Rais, S Mirjalili, H Alhussian, M Ragab, ... IEEE Access 8 (1), 106247-106263, 2020 | 60 | 2020 |
Impact of Feature Selection Methods on the Predictive Performance of Software Defect Prediction Models: An Extensive Empirical Study AO Balogun, S Basri, S Mahamad, SJ Abdulkadir, MA Almomani, ... Symmetry 12 (7), 1147, 2020 | 42 | 2020 |
A Novel One-Dimensional CNN with Exponential Adaptive Gradients for Air Pollution Index Prediction MG Ragab, SJ Abdulkadir, N Aziz, Q Al-Tashi, Y Alyousifi, H Alhussian, ... Sustainability 12 (23), 10090, 2020 | 40 | 2020 |
Hybrid Binary Grey Wolf With Harris Hawks Optimizer for Feature Selection R Al-Wajih, SJ Abdulkadir, N Aziz, Q Al-Tashi, N Talpur IEEE Access 9 (1), 31662-31677, 2021 | 35 | 2021 |
Hybrid Swarm Intelligence Algorithms with Ensemble Machine Learning for Medical Diagnosis Q Al-Tashi, H Rais, SJ Abdulkadir 4th International Conference on Computer and Information Sciences (ICCOINS), 2018 | 35 | 2018 |
Detecting Cybersecurity Attacks in Internet of Things Using Artificial Intelligence Methods: A Systematic Literature Review M Abdullahi, Y Baashar, H Alhussian, A Alwadain, N Aziz, LF Capretz, ... Electronics 11 (2), 198, 2022 | 30 | 2022 |
Unscented kalman filter for noisy multivariate financial time-series data SJ Abdulkadir, SP Yong Multi-disciplinary Trends in Artificial Intelligence, 87-96, 2013 | 28* | 2013 |
Software Defect Prediction: Analysis Of Class Imbalance And Performance Stability AOB Abdullateef O Balogun, Shuib Basri, SJ Abdulkadir, Victor E Adeyemo ... Journal of Engineering Science and Technology 14 (6), 3294-3308, 2019 | 27* | 2019 |
Hybridization of Ensemble Kalman Filter and Non-linear Auto-regressive Neural Network for Financial Forecasting SJ Abdulkadir, SP Yong, M Marimuthu, FW Lai Mining Intelligence and Knowledge Exploration, 72-81, 2014 | 27* | 2014 |
Scaled UKF–NARX hybrid model for multi-step-ahead forecasting of chaotic time series data SJ Abdulkadir, SP Yong Soft Computing 19 (12), 3479--3496, 2015 | 26 | 2015 |
Digital Addiction: Systematic Review of Computer Game Addiction Impact on Adolescent Physical Health N Aziz, MJ Nordin, SJ Abdulkadir, MMM Salih Electronics 10 (9), 996, 2021 | 25 | 2021 |
Empirical analysis of parallel-NARX recurrent network for long-term chaotic financial forecasting SJ Abdulkadir, SP Yong International Conference on Computer and Information Sciences (ICCOINS),, 1-6, 2014 | 25 | 2014 |
Empirical Analysis of Rank Aggregation-Based Multi-Filter Feature Selection Methods in Software Defect Prediction AO Balogun, S Basri, S Mahamad, SJ Abdulkadir, LF Capretz, AA Imam, ... Electronics 10 (2), 179, 2021 | 22 | 2021 |
Feature Selection Based on Grey Wolf Optimizer for Oil & Gas Reservoir Classification Q Al-Tashi, HM Rais, SJ Abdulkadir, S Mirjalili 2020 International Conference on Computational Intelligence (ICCI), 211-216, 2020 | 20 | 2020 |
Search-Based Wrapper Feature Selection Methods in Software Defect Prediction: An Empirical Analysis AO Balogun, S Basri, SJ Abdulkadir, S Mahamad, MA Al-momani, ... Advances in Intelligent Systems and Computing 1224, 2020 | 18 | 2020 |