| Metaheuristic research: a comprehensive survey K Hussain, MN Mohd Salleh, S Cheng, Y Shi Artificial intelligence review 52, 2191-2233, 2019 | 780 | 2019 |
| A comparative study of reduced error pruning method in decision tree algorithms WNHW Mohamed, MNM Salleh, AH Omar 2012 IEEE International conference on control system, computing and …, 2012 | 260 | 2012 |
| On the exploration and exploitation in popular swarm-based metaheuristic algorithms K Hussain, MNM Salleh, S Cheng, Y Shi Neural Computing and Applications 31 (11), 7665-7683, 2019 | 206 | 2019 |
| Imbalance class problems in data mining: A review H Ali, MNM Salleh, R Saedudin, K Hussain, MF Mushtaq Indonesian Journal of Electrical Engineering and Computer Science 14 (3 …, 2019 | 154 | 2019 |
| Common benchmark functions for metaheuristic evaluation: A review K Hussain, MNM Salleh, S Cheng, R Naseem JOIV: International Journal on Informatics Visualization 1 (4-2), 218-223, 2017 | 134 | 2017 |
| An investigation of membership functions on performance of ANFIS for solving classification problems N Talpur, MNM Salleh, K Hussain IOP conference series: materials science and engineering 226 (1), 012103, 2017 | 134 | 2017 |
| Adaptive neuro-fuzzy inference system: Overview, strengths, limitations, and solutions MNM Salleh, N Talpur, K Hussain Data Mining and Big Data: Second International Conference, DMBD 2017 …, 2017 | 119 | 2017 |
| Digital watermarking algorithm using LSB A Bamatraf, R Ibrahim, MNM Salleh Computer Applications and Industrial Electronics (ICCAIE), 2010 …, 2010 | 99 | 2010 |
| A new digital watermarking algorithm using combination of least significant bit (LSB) and inverse bit A Bamatraf, R Ibrahim, M Salleh, N Mohd arXiv preprint arXiv:1111.6727, 2011 | 83 | 2011 |
| Long-term memory Harris’ hawk optimization for high dimensional and optimal power flow problems K Hussain, W Zhu, MNM Salleh IEEE access 7, 147596-147616, 2019 | 81 | 2019 |
| An improved back propagation neural network algorithm on classification problems NM Nawi, RS Ransing, MNM Salleh, R Ghazali, NA Hamid Database Theory and Application, Bio-Science and Bio-Technology …, 2010 | 80 | 2010 |
| Accelerating learning performance of back propagation algorithm by using adaptive gain together with adaptive momentum and adaptive learning rate on classification problems N Abdul Hamid, N Mohd Nawi, R Ghazali, MN Mohd Salleh Ubiquitous Computing and Multimedia Applications: Second International …, 2011 | 64 | 2011 |
| A Review of Training Methods of ANFIS for Applications in Business and Economics MNM Salleh, K Hussain International Journal of u- and e- Service, Science and Technology 9, 165-172, 2016 | 52 | 2016 |
| The development of improved back-propagation neural networks algorithm for predicting patients with heart disease NM Nawi, R Ghazali, MNM Salleh international conference on information computing and applications, 317-324, 2010 | 47 | 2010 |
| A modified neuro-fuzzy system using metaheuristic approaches for data classification MNM Salleh, N Talpur, KH Talpur Artificial intelligence–emerging trends and applications’.(Ed. MAA Fernandez …, 2018 | 44 | 2018 |
| Artificial bee colony algorithm: A component-wise analysis using diversity measurement K Hussain, MNM Salleh, S Cheng, Y Shi, R Naseem Journal of King Saud University-Computer and Information Sciences 32 (7 …, 2020 | 38 | 2020 |
| Energy consumption analysis based on energy efficiency approach: a case of suburban area KA Rahman, AM Leman, MF Mubin, MZM Yusof, A Hariri, MNM Salleh MATEC Web of Conferences 87, 02003, 2017 | 37 | 2017 |
| A review on data preprocessing methods for class imbalance problem H Ali, MNM Salleh, K Hussain, A Ahmad, A Ullah, A Muhammad, ... International Journal of Engineering & Technology 8 (3), 390-397, 2019 | 35 | 2019 |
| Exploration and exploitation measurement in swarm-based metaheuristic algorithms: An empirical analysis MNM Salleh, K Hussain, S Cheng, Y Shi, A Muhammad, G Ullah, ... Recent Advances on Soft Computing and Data Mining: Proceedings of the Third …, 2018 | 31 | 2018 |
| Improvements of back propagation algorithm performance by adaptively changing gain, momentum and learning rate NA Hamid, NM Nawi, R Ghazali, MNM Salleh, M Najib International Journal of New Computer Architectures and their Applications …, 2011 | 27 | 2011 |
