1. Adaptive boost LS-SVM classification approach for time-series signal classification in epileptic seizure diagnosis applications. (15th December 2020) Authors: Al-Hadeethi, Hanan; Abdulla, Shahab; Diykh, Mohammed; Deo, Ravinesh C.; Green, Jonathan H Journal: Expert systems with applications Issue: Volume 161(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. An efficient approach for EEG sleep spindles detection based on fractal dimension coupled with time frequency image. (March 2018) Authors: Al-salman, Wessam; Li, Yan; Wen, Peng; Diykh, Mohammed Journal: Biomedical signal processing and control Issue: Volume 41(2018) Page Start: 210 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. An intelligent model involving multi-channels spectrum patterns based features for automatic sleep stage classification. (March 2023) Authors: Abdulla, Shahab; Diykh, Mohammed; Siuly, Siuly; Ali, Mumtaz Journal: International journal of medical informatics Issue: Volume 171(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Classify epileptic EEG signals using weighted complex networks based community structure detection. (30th December 2017) Authors: Diykh, Mohammed; Li, Yan; Wen, Peng Journal: Expert systems with applications Issue: Volume 90(2017) Page Start: 87 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Complex networks approach for depth of anesthesia assessment. (April 2018) Authors: Diykh, Mohammed; Li, Yan; Wen, Peng; Li, Tianning Journal: Measurement Issue: Volume 119(2018) Page Start: 178 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Complex networks approach for EEG signal sleep stages classification. (30th November 2016) Authors: Diykh, Mohammed; Li, Yan Journal: Expert systems with applications Issue: Volume 63(2016) Page Start: 241 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Complex networks approach for EEG signal sleep stages classification. (30th November 2016) Authors: Diykh, Mohammed; Li, Yan Journal: Expert systems with applications Issue: Volume 63(2016) Page Start: 241 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Developing a novel hybrid method based on dispersion entropy and adaptive boosting algorithm for human activity recognition. (February 2023) Authors: Diykh, Mohammed; Abdulla, Shahab; Deo, Ravinesh C; Siuly, Siuly; Ali, Mumtaz Journal: Computer methods and programs in biomedicine Issue: Volume 229(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. EEG sleep stages identification based on weighted undirected complex networks. (February 2020) Authors: Diykh, Mohammed; Li, Yan; Abdulla, Shahab Journal: Computer methods and programs in biomedicine Issue: Volume 184(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Fractal dimension undirected correlation graph-based support vector machine model for identification of focal and non-focal electroencephalography signals. (September 2019) Authors: Diykh, Mohammed; Abdulla, Shahab; Saleh, Khalid; Deo, Ravinesh C. Journal: Biomedical signal processing and control Issue: Volume 54(2019) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗