| A hybrid feature selection with ensemble classification for imbalanced healthcare data: A case study for brain tumor diagnosis S Huda, J Yearwood, HF Jelinek, MM Hassan, G Fortino, M Buckland IEEE access 4, 9145-9154, 2016 | 89 | 2016 |
| Human emotion recognition using deep belief network architecture MM Hassan, MGR Alam, MZ Uddin, S Huda, A Almogren, G Fortino Information Fusion 51, 10-18, 2019 | 85 | 2019 |
| Hybrids of support vector machine wrapper and filter based framework for malware detection S Huda, J Abawajy, M Alazab, M Abdollalihian, R Islam, J Yearwood Future Generation Computer Systems 55, 376-390, 2016 | 80 | 2016 |
| An approach for Ewing test selection to support the clinical assessment of cardiac autonomic neuropathy A Stranieri, J Abawajy, A Kelarev, S Huda, M Chowdhury, HF Jelinek Artificial intelligence in medicine 58 (3), 185-193, 2013 | 64 | 2013 |
| Defending unknown attacks on cyber-physical systems by semi-supervised approach and available unlabeled data S Huda, S Miah, MM Hassan, R Islam, J Yearwood, M Alrubaian, ... Information Sciences 379, 211-228, 2017 | 50 | 2017 |
| An ensemble oversampling model for class imbalance problem in software defect prediction S Huda, K Liu, M Abdelrazek, A Ibrahim, S Alyahya, H Al-Dossari, ... IEEE access 6, 24184-24195, 2018 | 47 | 2018 |
| Human activity recognition from body sensor data using deep learning MM Hassan, S Huda, MZ Uddin, A Almogren, M Alrubaian Journal of medical systems 42 (6), 1-8, 2018 | 38 | 2018 |
| A hybrid wrapper-filter approach for malware detection M Alazab, S Huda, J Abawajy, R Islam, J Yearwood, S Venkatraman, ... Journal of networks 9 (11), 2878-2891, 2014 | 35 | 2014 |
| Malware threats and detection for industrial mobile-IoT networks S Sharmeen, S Huda, JH Abawajy, WN Ismail, MM Hassan IEEE access 6, 15941-15957, 2018 | 34 | 2018 |
| A framework for software defect prediction and metric selection S Huda, S Alyahya, MM Ali, S Ahmad, J Abawajy, H Al-Dossari, ... IEEE access 6, 2844-2858, 2017 | 33 | 2017 |
| Securing the operations in SCADA-IoT platform based industrial control system using ensemble of deep belief networks S Huda, J Yearwood, MM Hassan, A Almogren Applied soft computing 71, 66-77, 2018 | 31 | 2018 |
| A hybrid wrapper–filter approach to detect the source (s) of out-of-control signals in multivariate manufacturing process S Huda, M Abdollahian, M Mammadov, J Yearwood, S Ahmed, I Sultan European Journal of Operational Research 237 (3), 857-870, 2014 | 27 | 2014 |
| Identifying cyber threats to mobile-IoT applications in edge computing paradigm J Abawajy, S Huda, S Sharmeen, MM Hassan, A Almogren Future Generation Computer Systems 89, 525-538, 2018 | 23 | 2018 |
| Exploring novel features and decision rules to identify cardiovascular autonomic neuropathy using a hybrid of wrapper-filter based feature selection S Huda, H Jelinek, B Ray, A Stranieri, J Yearwood 2010 Sixth International Conference on Intelligent Sensors, Sensor Networks …, 2010 | 23 | 2010 |
| A stochastic version of expectation maximization algorithm for better estimation of hidden Markov model S Huda, J Yearwood, R Togneri Pattern Recognition Letters 30 (14), 1301-1309, 2009 | 23 | 2009 |
| A hybrid-multi filter-wrapper framework to identify run-time behaviour for fast malware detection S Huda, R Islam, J Abawajy, J Yearwood, MM Hassan, G Fortino Future Generation Computer Systems 83, 193-207, 2018 | 21 | 2018 |
| A constraint-based evolutionary learning approach to the expectation maximization for optimal estimation of the hidden Markov model for speech signal modeling S Huda, J Yearwood, R Togneri IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 39 …, 2008 | 21 | 2008 |
| Increasing the trustworthiness in the industrial iot networks through a reliable cyberattack detection model MM Hassan, A Gumaei, S Huda, A Almogren IEEE Transactions on Industrial Informatics 16 (9), 6154-6162, 2020 | 19 | 2020 |
| A malicious threat detection model for cloud assisted internet of things (CoT) based industrial control system (ICS) networks using deep belief network S Huda, S Miah, J Yearwood, S Alyahya, H Al-Dossari, R Doss Journal of Parallel and Distributed Computing 120, 23-31, 2018 | 16 | 2018 |
| Multistage fusion approaches based on a generative model and multivariate exponentially weighted moving average for diagnosis of cardiovascular autonomic nerve dysfunction MM Hassan, S Huda, J Yearwood, HF Jelinek, A Almogren Information Fusion 41, 105-118, 2018 | 16 | 2018 |
Mali AbdollahianAssociate Professor RMIT UniversityVerified email at rmit.edu.au
