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ORCIDSiuly Siuly
Siuly
Person information
- affiliation: Victoria University, Melbourne, Australia
- affiliation: University of Southern Queensland, Toowoomba, Australia
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2020 – today
- 2024
[j47]Siuly Siuly
, Smith K. Khare, Md. Enamul Kabir, Muhammad Tariq Sadiq, Hua Wang:
An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network. Comput. Biol. Medicine 174: 108462 (2024)- [j46]Md. Nurul Ahad Tawhid, Siuly Siuly, Kate N. Wang, Hua Wang:
GENet: A Generic Neural Network for Detecting Various Neurological Disorders From EEG. IEEE Trans. Cogn. Dev. Syst. 16(5): 1829-1842 (2024) - [j45]Siuly Siuly, Ömer Faruk Alçin, Hua Wang, Yan Li, Peng Wen:
Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease. IEEE Trans. Emerg. Top. Comput. Intell. 8(2): 1609-1623 (2024) - [c21]Taslima Khanam, Siuly Siuly, Kate N. Wang, Zhonglong Zheng:
A Privacy-Preserving Encryption Framework for Big Data Analysis. WISE (5) 2024: 84-94 - 2023
- [j44]Mohammed Diykh, Shahab A. Abdulla, Ravinesh C. Deo, Siuly Siuly, Mumtaz Ali:
Developing a novel hybrid method based on dispersion entropy and adaptive boosting algorithm for human activity recognition. Comput. Methods Programs Biomed. 229: 107305 (2023) - [j43]Muhammad Tariq Sadiq, Siuly Siuly, Ahmad Almogren, Yan Li, Peng (Paul) Wen:
Efficient novel network and index for alcoholism detection from EEGs. Health Inf. Sci. Syst. 11(1): 27 (2023) - [j42]Shahab A. Abdulla, Mohammed Diykh, Siuly Siuly, Mumtaz Ali:
An intelligent model involving multi-channels spectrum patterns based features for automatic sleep stage classification. Int. J. Medical Informatics 171: 105001 (2023) - [j41]Taslima Khanam, Siuly Siuly, Hua Wang:
An optimized artificial intelligence based technique for identifying motor imagery from EEGs for advanced brain computer interface technology. Neural Comput. Appl. 35(9): 6623-6634 (2023) - [j40]Ashik Mostafa Alvi, Siuly Siuly, Hua Wang:
A Long Short-Term Memory Based Framework for Early Detection of Mild Cognitive Impairment From EEG Signals. IEEE Trans. Emerg. Top. Comput. Intell. 7(2): 375-388 (2023) - [c20]Muhammad Tariq Sadiq, Siuly Siuly, Yan Li, Peng (Paul) Wen:
A Comprehensive Approach for Enhancing Motor Imagery EEG Classification in BCI's. HIS 2023: 247-260 - [c19]Nishat Tasnim Manami, Ashik Mostafa Alvi, Siuly Siuly:
Analyzing Health Risks Resulting from Unplanned Land Use Plan and Structure: A Case Study in Historic Old Dhaka. HIS 2023: 331-340 - 2022
- [j39]Ashik Mostafa Alvi, Siuly Siuly, Hua Wang:
Neurological abnormality detection from electroencephalography data: a review. Artif. Intell. Rev. 55(3): 2275-2312 (2022) - [j38]Muhammad Tariq Sadiq, Muhammad Zulkifal Aziz, Ahmad Almogren, Adnan Yousaf, Siuly Siuly, Ateeq Ur Rehman:
Exploiting pretrained CNN models for the development of an EEG-based robust BCI framework. Comput. Biol. Medicine 143: 105242 (2022) - [j37]Hesam Akbari, Muhammad Tariq Sadiq, Siuly Siuly, Yan Li, Paul Wen:
Identification of normal and depression EEG signals in variational mode decomposition domain. Health Inf. Sci. Syst. 10(1): 24 (2022) - [j36]Ashik Mostafa Alvi, Siuly Siuly, Hua Wang, Kate N. Wang, Frank Whittaker:
A deep learning based framework for diagnosis of mild cognitive impairment. Knowl. Based Syst. 248: 108815 (2022) - [j35]Muhammad Tariq Sadiq, Xiaojun Yu, Zhaohui Yuan, Muhammad Zulkifal Aziz, Siuly Siuly, Weiping Ding:
A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks. IEEE Trans. Cogn. Dev. Syst. 14(2): 375-387 (2022) - [j34]Md. Nurul Ahad Tawhid, Siuly Siuly, Tianning Li:
A Convolutional Long Short-Term Memory-Based Neural Network for Epilepsy Detection From EEG. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [c18]Taslima Khanam, Siuly Siuly, Hua Wang:
Analysing Big Brain Signal Data for Advanced Brain Computer Interface System. ADC 2022: 103-114 - [c17]Md. Nurul Ahad Tawhid, Siuly Siuly, Kate N. Wang, Hua Wang:
Brain Data Mining Framework Involving Entropy Topography and Deep Learning. ADC 2022: 161-168 - [c16]Ashik Mostafa Alvi, Siuly Siuly, Hua Wang:
Challenges in Electroencephalography Data Processing Using Machine Learning Approaches. ADC 2022: 177-184 - [c15]Ashik Mostafa Alvi, Siuly Siuly, Maria Cristina De Cola, Hua Wang:
DRAM-Net: A Deep Residual Alzheimer's Diseases and Mild Cognitive Impairment Detection Network Using EEG Data. HIS 2022: 42-53 - [c14]Muhammad Tariq Sadiq, Hesam Akbari, Siuly Siuly, Yan Li, Paul Wen:
Fractional Fourier Transform Aided Computerized Framework for Alcoholism Identification in EEG. HIS 2022: 100-112 - [e6]Agma J. M. Traina, Hua Wang, Yong Zhang, Siuly Siuly, Rui Zhou, Lu Chen:
Health Information Science - 11th International Conference, HIS 2022, Virtual Event, October 28-30, 2022, Proceedings. Lecture Notes in Computer Science 13705, Springer 2022, ISBN 978-3-031-20626-9 [contents] - 2021
- [j33]K. Venkatachalam, Siuly Siuly, Nebojsa Bacanin, Stepán Hubálovský, Pavel Trojovský:
An Efficient Gabor Walsh-Hadamard Transform Based Approach for Retrieving Brain Tumor Images From MRI. IEEE Access 9: 119078-119089 (2021) - [j32]Firas Sabar Miften, Mohammed Diykh, Shahab A. Abdulla, Siuly Siuly, Jonathan H. Green, Ravinesh C. Deo:
A new framework for classification of multi-category hand grasps using EMG signals. Artif. Intell. Medicine 112: 102005 (2021) - [j31]Muhammad Tariq Sadiq, Hesam Akbari, Siuly Siuly, Adnan Yousaf, Ateeq Ur Rehman:
A novel computer-aided diagnosis framework for EEG-based identification of neural diseases. Comput. Biol. Medicine 138: 104922 (2021) - [j30]Yanhui Guo, Guo-Qing Du, Wen-Qian Shen, Chunlai Du, Pei-Na He, Siuly Siuly:
Automatic myocardial infarction detection in contrast echocardiography based on polar residual network. Comput. Methods Programs Biomed. 198: 105791 (2021) - [j29]Siuly Siuly, Uwe Aickelin, Md. Enamul Kabir, Zhisheng Huang, Yanchun Zhang:
Guest Editorial: Special issue on "Artificial Intelligence in Health Informatics". Health Inf. Sci. Syst. 9(1): 23 (2021) - [j28]Muhammad Tariq Sadiq, Xiaojun Yu, Zhaohui Yuan, Muhammad Zulkifal Aziz, Siuly Siuly, Weiping Ding:
Toward the Development of Versatile Brain-Computer Interfaces. IEEE Trans. Artif. Intell. 2(4): 314-328 (2021) - [j27]Supriya, Siuly Siuly, Hua Wang, Yanchun Zhang:
EEG Sleep Stages Analysis and Classification Based on Weighed Complex Network Features. IEEE Trans. Emerg. Top. Comput. Intell. 5(2): 236-246 (2021) - [c13]Muhammad Tariq Sadiq, Siuly Siuly, Ateeq Ur Rehman, Hua Wang:
Auto-correlation Based Feature Extraction Approach for EEG Alcoholism Identification. HIS 2021: 47-58 - [c12]Hesam Akbari, Muhammad Tariq Sadiq, Siuly Siuly, Yan Li, Paul Wen:
An Automatic Scheme with Diagnostic Index for Identification of Normal and Depression EEG Signals. HIS 2021: 59-70 - [c11]Mohammed Diykh, Shahab A. Abdulla, Atheer Y. Oudah, Haydar Abdulameer Marhoon, Siuly Siuly:
A Novel Alcoholic EEG Signals Classification Approach Based on AdaBoost k-means Coupled with Statistical Model. HIS 2021: 82-92 - [c10]Md. Nurul Ahad Tawhid, Siuly Siuly, Kate N. Wang, Hua Wang:
Data Mining Based Artificial Intelligent Technique for Identifying Abnormalities from Brain Signal Data. WISE (1) 2021: 198-206 - [c9]Ashik Mostafa Alvi, Siuly Siuly, Hua Wang:
Developing a Deep Learning Based Approach for Anomalies Detection from EEG Data. WISE (1) 2021: 591-602 - [e5]Siuly Siuly, Hua Wang, Lu Chen, Yanhui Guo, Chunxiao Xing:
Health Information Science - 10th International Conference, HIS 2021, Melbourne, VIC, Australia, October 25-28, 2021, Proceedings. Lecture Notes in Computer Science 13079, Springer 2021, ISBN 978-3-030-90884-3 [contents] - 2020
- [j26]Shalu Chaudhary, Sachin Taran, Varun Bajaj, Siuly Siuly:
A flexible analytic wavelet transform based approach for motor-imagery tasks classification in BCI applications. Comput. Methods Programs Biomed. 187: 105325 (2020) - [j25]Siuly Siuly, Xiangliang Zhang:
Guest Editorial: Special issue on "Application of artificial intelligence in health research". Health Inf. Sci. Syst. 8(1): 1 (2020) - [j24]Supriya, Siuly Siuly, Hua Wang, Yanchun Zhang:
Automated epilepsy detection techniques from electroencephalogram signals: a review study. Health Inf. Sci. Syst. 8(1): 33 (2020) - [e4]Zhisheng Huang, Siuly Siuly, Hua Wang, Rui Zhou, Yanchun Zhang:
Health Information Science - 9th International Conference, HIS 2020, Amsterdam, The Netherlands, October 20-23, 2020, Proceedings. Lecture Notes in Computer Science 12435, Springer 2020, ISBN 978-3-030-61950-3 [contents]
2010 – 2019
- 2019
- [j23]Siuly Siuly, Varun Bajaj, Abdulkadir Sengür, Yanchun Zhang:
An Advanced Analysis System for Identifying Alcoholic Brain State Through EEG Signals. Int. J. Autom. Comput. 16(6): 737-747 (2019) - [j22]Jiao Yin, Jinli Cao, Siuly Siuly, Hua Wang:
An Integrated MCI Detection Framework Based on Spectral-temporal Analysis. Int. J. Autom. Comput. 16(6): 786-799 (2019) - [j21]Hadi Ratham Al Ghayab, Yan Li, Siuly Siuly, Shahab A. Abdulla:
Epileptic seizures detection in EEGs blending frequency domain with information gain technique. Soft Comput. 23(1): 227-239 (2019) - [e3]Hua Wang, Siuly Siuly, Rui Zhou, Fernando Martín-Sánchez, Yanchun Zhang, Zhisheng Huang:
Health Information Science - 8th International Conference, HIS 2019, Xi'an, China, October 18-20, 2019, Proceedings. Lecture Notes in Computer Science 11837, Springer 2019, ISBN 978-3-030-32961-7 [contents] - 2018
- [j20]Siuly Siuly, Runhe Huang, Mahmoud Daneshmand:
Guest editorial: special issue on "Artificial Intelligence in Health and Medicine". Health Inf. Sci. Syst. 6(1): 2 (2018) - [j19]Hadi Ratham Al Ghayab, Yan Li, Siuly Siuly, Shahab A. Abdulla:
Epileptic EEG signal classification using optimum allocation based power spectral density estimation. IET Signal Process. 12(6): 738-747 (2018) - [j18]Md. Enamul Kabir, Siuly, Jinli Cao, Hua Wang:
A computer aided analysis scheme for detecting epileptic seizure from EEG data. Int. J. Comput. Intell. Syst. 11(1): 663-671 (2018) - [c8]Supriya, Siuly, Hua Wang, Yanchun Zhang:
An Efficient Framework for the Analysis of Big Brain Signals Data. ADC 2018: 199-207 - [c7]Prabhjyot Kaur, Siuly Siuly, Yuan Miao:
Detection of Depression from Brain Signals: A Review Study. HIS 2018: 48-57 - [c6]Md. A. Mannan Joadder, Siuly Siuly, Md. Enamul Kabir:
A New Way of Channel Selection in the Motor Imagery Classification for BCI Applications. HIS 2018: 110-119 - [c5]Siuly Siuly, Md. Enamul Kabir, Hua Wang, Frank Whittaker, Hongbo Kuang:
Alcoholic Brain State Identification from Brain Signals Using Support Vector Machine-Based Algorithm. IJCCI 2018: 247-253 - [e2]Siuly Siuly, Ickjai Lee, Zhisheng Huang, Rui Zhou, Hua Wang, Wei Xiang:
Health Information Science - 7th International Conference, HIS 2018, Cairns, QLD, Australia, October 5-7, 2018, Proceedings. Lecture Notes in Computer Science 11148, Springer 2018, ISBN 978-3-030-01077-5 [contents] - 2017
- [j17]Roozbeh Zarei, Jing He, Siuly Siuly, Yanchun Zhang:
A PCA aided cross-covariance scheme for discriminative feature extraction from EEG signals. Comput. Methods Programs Biomed. 146: 47-57 (2017) - [j16]Sachin Taran, Varun Bajaj, Siuly Siuly:
An optimum allocation sampling based feature extraction scheme for distinguishing seizure and seizure-free EEG signals. Health Inf. Sci. Syst. 5(1): 7 (2017) - [j15]Yanhui Guo, Shuang-Quan Jiang, Baiqing Sun, Siuly Siuly, Abdulkadir Sengür, Jiawei Tian:
Using neutrosophic graph cut segmentation algorithm for qualified rendering image selection in thyroid elastography video. Health Inf. Sci. Syst. 5(1): 8 (2017) - [j14]Varun Bajaj, Yanhui Guo, Abdulkadir Sengür, Siuly Siuly, Omer F. Alcin:
A hybrid method based on time-frequency images for classification of alcohol and control EEG signals. Neural Comput. Appl. 28(12): 3717-3723 (2017) - [c4]Siuly Siuly, Roozbeh Zarei, Hua Wang, Yanchun Zhang:
A New Data Mining Scheme for Analysis of Big Brain Signal Data. ADC 2017: 151-164 - [c3]Hadi Ratham Al Ghayab, Yan Li, Siuly, Shahab A. Abdulla, Paul Wen:
Developing a Tunable Q-Factor Wavelet Transform Based Algorithm for Epileptic EEG Feature Extraction. HIS 2017: 45-55 - [e1]Siuly Siuly, Zhisheng Huang, Uwe Aickelin, Rui Zhou, Hua Wang, Yanchun Zhang, Stanislav V. Klimenko:
Health Information Science - 6th International Conference, HIS 2017, Moscow, Russia, October 7-9, 2017, Proceedings. Lecture Notes in Computer Science 10594, Springer 2017, ISBN 978-3-319-69181-7 [contents] - 2016
- [b1]Siuly Siuly, Yan Li, Yanchun Zhang:
EEG Signal Analysis and Classification - Techniques and Applications. Health Information Science, Springer 2016, ISBN 978-3-319-47652-0, pp. 3-256 - [j13]Supriya, Siuly Siuly, Hua Wang, Jinli Cao, Yanchun Zhang:
Weighted Visibility Graph With Complex Network Features in the Detection of Epilepsy. IEEE Access 4: 6554-6566 (2016) - [j12]Md. Enamul Kabir, Siuly, Yanchun Zhang:
Epileptic seizure detection from EEG signals using logistic model trees. Brain Informatics 3(2): 93-100 (2016) - [j11]Siuly Siuly, Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang:
Classification of THz pulse signals using two-dimensional cross-correlation feature extraction and non-linear classifiers. Comput. Methods Programs Biomed. 127: 64-82 (2016) - [j10]Ahnaf Rashik Hassan, Siuly Siuly, Yanchun Zhang:
Epileptic seizure detection in EEG signals using tunable-Q factor wavelet transform and bootstrap aggregating. Comput. Methods Programs Biomed. 137: 247-259 (2016) - [j9]Siuly Siuly, Yanchun Zhang:
Medical Big Data: Neurological Diseases Diagnosis Through Medical Data Analysis. Data Sci. Eng. 1(2): 54-64 (2016) - [j8]Ömer Faruk Alçin, Siuly Siuly, Varun Bajaj, Yanhui Guo, Abdulkadir Sengür, Yanchun Zhang:
Multi-category EEG signal classification developing time-frequency texture features based Fisher Vector encoding method. Neurocomputing 218: 251-258 (2016) - [c2]Supriya, Siuly, Hua Wang, Guangping Zhuo, Yanchun Zhang:
Analyzing EEG Signal Data for Detection of Epileptic Seizure: Introducing Weight on Visibility Graph with Complex Network Feature. ADC 2016: 56-66 - 2015
- [j7]Siuly Siuly, Md. Enamul Kabir, Hua Wang, Yanchun Zhang:
Exploring Sampling in the Detection of Multicategory EEG Signals. Comput. Math. Methods Medicine 2015: 576437:1-576437:12 (2015) - [j6]Siuly Siuly, Yan Li:
Designing a robust feature extraction method based on optimum allocation and principal component analysis for epileptic EEG signal classification. Comput. Methods Programs Biomed. 119(1): 29-42 (2015) - [j5]Siuly Siuly, Yan Li:
Discriminating the brain activities for brain-computer interface applications through the optimal allocation-based approach. Neural Comput. Appl. 26(4): 799-811 (2015) - 2014
- [j4]Siuly, Yan Li, Peng (Paul) Wen:
Modified CC-LR algorithm with three diverse feature sets for motor imagery tasks classification in EEG based brain-computer interface. Comput. Methods Programs Biomed. 113(3): 767-780 (2014) - [j3]Siuly, Yan Li:
A novel statistical algorithm for multiclass EEG signal classification. Eng. Appl. Artif. Intell. 34: 154-167 (2014) - 2013
- [j2]Siuly, Yan Li, Peng Wen:
Identification of motor imagery tasks through CC-LR algorithm in brain computer interface. Int. J. Bioinform. Res. Appl. 9(2): 156-172 (2013) - 2011
- [j1]Siuly, Yan Li, Peng (Paul) Wen:
Clustering technique-based least square support vector machine for EEG signal classification. Comput. Methods Programs Biomed. 104(3): 358-372 (2011)
2000 – 2009
Coauthor Index
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last updated on 2024-12-13 20:05 CET by the dblp team
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