Abdulla, Shahab
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Abdulla, Shahab ORCID: 0000-0002-1193-6969 (external link), Diykh, Mohammed, Siuly, Siuly
ORCID: 0000-0003-2491-0546 (external link) and Ali, Mumtaz
ORCID: 0000-0002-6975-5159 (external link)
(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 (external link), Deo, Ravinesh C
ORCID: 0000-0002-2290-6749 (external link), Siuly, Siuly
ORCID: 0000-0003-2491-0546 (external link) and Ali, Mumtaz
ORCID: 0000-0002-6975-5159 (external link)
(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 (external link), Diykh, Mohammed
ORCID: 0000-0003-0018-4199 (external link), Abdulla, Shahab
ORCID: 0000-0002-1193-6969 (external link), Siuly, Siuly
ORCID: 0000-0003-2491-0546 (external link), Green, Jonathan H 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 (external link) and Abdulla, Shahab
ORCID: 0000-0002-1193-6969 (external link)
(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 (external link) and Abdulla, Shahab
ORCID: 0000-0002-1193-6969 (external link)
(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 (external link) and Abdulla, Shahab
ORCID: 0000-0002-1193-6969 (external link)
(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 (external link), Oudah, Atheer Y, Marhoon, Haydar and Siuly, Siuly
ORCID: 0000-0003-2491-0546 (external link)
(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 (external link), Abdulla, Shahab
ORCID: 0000-0002-1193-6969 (external link) 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.