Article

Abdulla, Shahab ORCID: 0000-0002-1193-6969, Diykh, Mohammed, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Ali, Mumtaz ORCID: 0000-0002-6975-5159 (2023) An intelligent model involving multi-channels spectrum patterns based features for automatic sleep stage classification. International Journal of Medical Informatics, 171. ISSN 1386-5056

Diykh, Mohammed, Abdulla, Shahab ORCID: 0000-0002-1193-6969, Deo, Ravinesh C ORCID: 0000-0002-2290-6749, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Ali, Mumtaz ORCID: 0000-0002-6975-5159 (2022) Developing a novel hybrid method based on dispersion entropy and adaptive boosting algorithm for human activity recognition. Computer Methods and Programs in Biomedicine, 229. ISSN 0169-2607

Miften, FS ORCID: 0000-0002-3557-2194, Diykh, M, Abdulla, Shahab ORCID: 0000-0002-1193-6969, Siuly, Siuly ORCID: 0000-0003-2491-0546, Green, JH and Deo, Ravinesh C (2021) A new framework for classification of multi-category hand grasps using EMG signals. Artificial Intelligence in Medicine, 112. ISSN 0933-3657

Al Ghayab, HR, Lin, Y, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Abdulla, Shahab ORCID: 0000-0002-1193-6969 (2019) A feature extraction technique based on tunable Q-factor wavelet transform for brain signal classification. Journal of Neuroscience Methods, 312. pp. 43-52. ISSN 0165-0270

Al Ghayab, HR, Lin, Y, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Abdulla, Shahab ORCID: 0000-0002-1193-6969 (2019) Epileptic seizures detection in EEGs blending frequency domain with information gain technique. Soft Computing, 23 (1). pp. 227-239. ISSN 1432-7643

Al Ghayab, HR, Lin, Y, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Abdulla, Shahab ORCID: 0000-0002-1193-6969 (2018) Epileptic EEG signal classification using optimum allocation based power spectral density estimation. IET Signal Processing, 12 (6). pp. 738-747. ISSN 1751-9675

Conference or Workshop Item

Diykh, Mohammed, Abdulla, Shahab ORCID: 0000-0002-1193-6969, Oudah, Atheer Y, Marhoon, Haydar and Siuly, Siuly ORCID: 0000-0003-2491-0546 (2021) A novel alcoholic EEG signals classification approach based on AdaBoost k-means coupled with statistical model. In: 10th International Conference on Health Information Science (HIS), 25-28 Oct 2021, Melbourne, Australia.

Al Ghayab, HR, Lin, Y, Siuly, Siuly ORCID: 0000-0003-2491-0546, Abdulla, Shahab ORCID: 0000-0002-1193-6969 and Wen, P (2017) Developing a Tunable Q-Factor Wavelet Transform Based Algorithm for Epileptic EEG Feature Extraction. In: 6th International Conference on Health Information Science (HIS 2017), 7 October 2017-9 October 2017, Moscow, Russia.