Classification of EEG Signals Using Sampling Techniques and Least Square Support Vector Machines. - Siuly; Yan Li 002; Peng Wen 001 (RSKT, 2009)

Clustering technique-based least square support vector machine for EEG signal classification. - Siuly; Yan Li 002; Peng (Paul) Wen (Comput. Methods Programs Biomed., 2011)

Identification of motor imagery tasks through CC-LR algorithm in brain computer interface. - Siuly; Yan Li 002; Peng Wen 001 (Int. J. Bioinform. Res. Appl., 2013)

Modified CC-LR algorithm with three diverse feature sets for motor imagery tasks classification in EEG based brain-computer interface. - Siuly; Yan Li 002; Peng (Paul) Wen (Comput. Methods Programs Biomed., 2014)

A novel statistical algorithm for multiclass EEG signal classification. - Siuly; Yan Li 002 (Eng. Appl. Artif. Intell., 2014)

Exploring Sampling in the Detection of Multicategory EEG Signals. - Siuly Siuly; Md. Enamul Kabir; Hua Wang 002; Yanchun Zhang (Comput. Math. Methods Medicine, 2015)

Designing a robust feature extraction method based on optimum allocation and principal component analysis for epileptic EEG signal classification. - Siuly Siuly; Yan Li 002 (Comput. Methods Programs Biomed., 2015)

Discriminating the brain activities for brain-computer interface applications through the optimal allocation-based approach. - Siuly Siuly; Yan Li 002 (Neural Comput. Appl., 2015)

EEG Signal Analysis and Classification - Techniques and Applications - Siuly Siuly; Yan Li 002; Yanchun Zhang (Springer, 2016)

Analyzing EEG Signal Data for Detection of Epileptic Seizure: Introducing Weight on Visibility Graph with Complex Network Feature. - Supriya; Siuly; Hua Wang 002; Guangping Zhuo; Yanchun Zhang (ADC, 2016)

Weighted Visibility Graph With Complex Network Features in the Detection of Epilepsy. - Supriya; Siuly Siuly; Hua Wang 002; Jinli Cao; Yanchun Zhang (IEEE Access, 2016)

Epileptic seizure detection from EEG signals using logistic model trees. - Md. Enamul Kabir; Siuly; Yanchun Zhang (Brain Informatics, 2016)

Epileptic seizure detection in EEG signals using tunable-Q factor wavelet transform and bootstrap aggregating. - Ahnaf Rashik Hassan; Siuly Siuly; Yanchun Zhang (Comput. Methods Programs Biomed., 2016)

Classification of THz pulse signals using two-dimensional cross-correlation feature extraction and non-linear classifiers. - Siuly Siuly; Xiao-Xia Yin; Sillas Hadjiloucas; Yanchun Zhang (Comput. Methods Programs Biomed., 2016)

Medical Big Data: Neurological Diseases Diagnosis Through Medical Data Analysis. - Siuly Siuly; Yanchun Zhang (Data Sci. Eng., 2016)

Multi-category EEG signal classification developing time-frequency texture features based Fisher Vector encoding method. - Ömer Faruk Alçin; Siuly Siuly; Varun Bajaj; Yanhui Guo 001; Abdulkadir Sengür; Yanchun Zhang (Neurocomputing, 2016)

A New Data Mining Scheme for Analysis of Big Brain Signal Data. - Siuly Siuly; Roozbeh Zarei; Hua Wang 002; Yanchun Zhang (ADC, 2017)

Developing a Tunable Q-Factor Wavelet Transform Based Algorithm for Epileptic EEG Feature Extraction. - Hadi Ratham Al Ghayab; Yan Li 002; Siuly; Shahab A. Abdulla; Paul Wen 001 (HIS, 2017)

A PCA aided cross-covariance scheme for discriminative feature extraction from EEG signals. - Roozbeh Zarei; Jing He 004; Siuly Siuly; Yanchun Zhang (Comput. Methods Programs Biomed., 2017)

Using neutrosophic graph cut segmentation algorithm for qualified rendering image selection in thyroid elastography video. - Yanhui Guo 001; Shuang-Quan Jiang; Baiqing Sun; Siuly Siuly; Abdulkadir Sengür; Jiawei Tian (Health Inf. Sci. Syst., 2017)

An optimum allocation sampling based feature extraction scheme for distinguishing seizure and seizure-free EEG signals. - Sachin Taran; Varun Bajaj; Siuly Siuly (Health Inf. Sci. Syst., 2017)

A hybrid method based on time-frequency images for classification of alcohol and control EEG signals. - Varun Bajaj; Yanhui Guo 001; Abdulkadir Sengür; Siuly Siuly; Omer F. Alcin (Neural Comput. Appl., 2017)

An Efficient Framework for the Analysis of Big Brain Signals Data. - Supriya; Siuly; Hua Wang 002; Yanchun Zhang (ADC, 2018)

A New Way of Channel Selection in the Motor Imagery Classification for BCI Applications. - Md. A. Mannan Joadder; Siuly Siuly; Md. Enamul Kabir (HIS, 2018)

Detection of Depression from Brain Signals: A Review Study. - Prabhjyot Kaur; Siuly Siuly; Yuan Miao 001 (HIS, 2018)

Alcoholic Brain State Identification from Brain Signals Using Support Vector Machine-Based Algorithm. - Siuly Siuly; Md. Enamul Kabir; Hua Wang 002; Frank Whittaker; Hongbo Kuang (IJCCI, 2018)

Guest editorial: special issue on "Artificial Intelligence in Health and Medicine". - Siuly Siuly; Runhe Huang; Mahmoud Daneshmand (Health Inf. Sci. Syst., 2018)

Epileptic EEG signal classification using optimum allocation based power spectral density estimation. - Hadi Ratham Al Ghayab; Yan Li 002; Siuly Siuly; Shahab A. Abdulla (IET Signal Process., 2018)

A computer aided analysis scheme for detecting epileptic seizure from EEG data. - Md. Enamul Kabir; Siuly; Jinli Cao; Hua Wang 002 (Int. J. Comput. Intell. Syst., 2018)

An Advanced Analysis System for Identifying Alcoholic Brain State Through EEG Signals. - Siuly Siuly; Varun Bajaj; Abdulkadir Sengür; Yanchun Zhang (Int. J. Autom. Comput., 2019)

An Integrated MCI Detection Framework Based on Spectral-temporal Analysis. - Jiao Yin 003; Jinli Cao; Siuly Siuly; Hua Wang 002 (Int. J. Autom. Comput., 2019)

Epileptic seizures detection in EEGs blending frequency domain with information gain technique. - Hadi Ratham Al Ghayab; Yan Li 002; Siuly Siuly; Shahab A. Abdulla (Soft Comput., 2019)

A flexible analytic wavelet transform based approach for motor-imagery tasks classification in BCI applications. - Shalu Chaudhary; Sachin Taran; Varun Bajaj; Siuly Siuly (Comput. Methods Programs Biomed., 2020)

Guest Editorial: Special issue on "Application of artificial intelligence in health research". - Siuly Siuly; Xiangliang Zhang 001 (Health Inf. Sci. Syst., 2020)

Automated epilepsy detection techniques from electroencephalogram signals: a review study. - Supriya; Siuly Siuly; Hua Wang 002; Yanchun Zhang (Health Inf. Sci. Syst., 2020)

An Automatic Scheme with Diagnostic Index for Identification of Normal and Depression EEG Signals. - Hesam Akbari; Muhammad Tariq Sadiq; Siuly Siuly; Yan Li 002; Paul Wen 001 (HIS, 2021)

A Novel Alcoholic EEG Signals Classification Approach Based on AdaBoost k-means Coupled with Statistical Model. - Mohammed Diykh; Shahab A. Abdulla; Atheer Y. Oudah; Haydar Abdulameer Marhoon; Siuly Siuly (HIS, 2021)

Auto-correlation Based Feature Extraction Approach for EEG Alcoholism Identification. - Muhammad Tariq Sadiq; Siuly Siuly; Ateeq Ur Rehman 002; Hua Wang 002 (HIS, 2021)

Developing a Deep Learning Based Approach for Anomalies Detection from EEG Data. - Ashik Mostafa Alvi; Siuly Siuly; Hua Wang 002 (WISE (1), 2021)

Data Mining Based Artificial Intelligent Technique for Identifying Abnormalities from Brain Signal Data. - Md. Nurul Ahad Tawhid; Siuly Siuly; Kate N. Wang 001; Hua Wang 002 (WISE (1), 2021)

An Efficient Gabor Walsh-Hadamard Transform Based Approach for Retrieving Brain Tumor Images From MRI. - K. Venkatachalam 001; Siuly Siuly; Nebojsa Bacanin; Stepán Hubálovský; Pavel Trojovský (IEEE Access, 2021)

A new framework for classification of multi-category hand grasps using EMG signals. - Firas Sabar Miften; Mohammed Diykh; Shahab A. Abdulla; Siuly Siuly; Jonathan H. Green; Ravinesh C. Deo (Artif. Intell. Medicine, 2021)

A novel computer-aided diagnosis framework for EEG-based identification of neural diseases. - Muhammad Tariq Sadiq; Hesam Akbari; Siuly Siuly; Adnan Yousaf; Ateeq Ur Rehman 002 (Comput. Biol. Medicine, 2021)

Automatic myocardial infarction detection in contrast echocardiography based on polar residual network. - Yanhui Guo 001; Guo-Qing Du; Wen-Qian Shen; Chunlai Du; Pei-Na He; Siuly Siuly (Comput. Methods Programs Biomed., 2021)

Guest Editorial: Special issue on "Artificial Intelligence in Health Informatics". - Siuly Siuly; Uwe Aickelin; Md. Enamul Kabir; Zhisheng Huang; Yanchun Zhang (Health Inf. Sci. Syst., 2021)

Toward the Development of Versatile Brain-Computer Interfaces. - Muhammad Tariq Sadiq; Xiaojun Yu; Zhaohui Yuan; Muhammad Zulkifal Aziz; Siuly Siuly; Weiping Ding 001 (IEEE Trans. Artif. Intell., 2021)

EEG Sleep Stages Analysis and Classification Based on Weighed Complex Network Features. - Supriya; Siuly Siuly; Hua Wang 002; Yanchun Zhang (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

Challenges in Electroencephalography Data Processing Using Machine Learning Approaches. - Ashik Mostafa Alvi; Siuly Siuly; Hua Wang 002 (ADC, 2022)

Analysing Big Brain Signal Data for Advanced Brain Computer Interface System. - Taslima Khanam; Siuly Siuly; Hua Wang 002 (ADC, 2022)

Brain Data Mining Framework Involving Entropy Topography and Deep Learning. - Md. Nurul Ahad Tawhid; Siuly Siuly; Kate N. Wang 001; Hua Wang 002 (ADC, 2022)

DRAM-Net: A Deep Residual Alzheimer's Diseases and Mild Cognitive Impairment Detection Network Using EEG Data. - Ashik Mostafa Alvi; Siuly Siuly; Maria Cristina De Cola; Hua Wang 002 (HIS, 2022)

Fractional Fourier Transform Aided Computerized Framework for Alcoholism Identification in EEG. - Muhammad Tariq Sadiq; Hesam Akbari; Siuly Siuly; Yan Li 002; Paul Wen 001 (HIS, 2022)

Neurological abnormality detection from electroencephalography data: a review. - Ashik Mostafa Alvi; Siuly Siuly; Hua Wang 002 (Artif. Intell. Rev., 2022)

Exploiting pretrained CNN models for the development of an EEG-based robust BCI framework. - Muhammad Tariq Sadiq; Muhammad Zulkifal Aziz; Ahmad Almogren; Adnan Yousaf; Siuly Siuly; Ateeq Ur Rehman 002 (Comput. Biol. Medicine, 2022)

Identification of normal and depression EEG signals in variational mode decomposition domain. - Hesam Akbari; Muhammad Tariq Sadiq; Siuly Siuly; Yan Li 002; Paul Wen 001 (Health Inf. Sci. Syst., 2022)

A deep learning based framework for diagnosis of mild cognitive impairment. - Ashik Mostafa Alvi; Siuly Siuly; Hua Wang 002; Kate N. Wang 001; Frank Whittaker (Knowl. Based Syst., 2022)

A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks. - Muhammad Tariq Sadiq; Xiaojun Yu; Zhaohui Yuan; Muhammad Zulkifal Aziz; Siuly Siuly; Weiping Ding 001 (IEEE Trans. Cogn. Dev. Syst., 2022)

A Convolutional Long Short-Term Memory-Based Neural Network for Epilepsy Detection From EEG. - Md. Nurul Ahad Tawhid; Siuly Siuly; Tianning Li (IEEE Trans. Instrum. Meas., 2022)

Analyzing Health Risks Resulting from Unplanned Land Use Plan and Structure: A Case Study in Historic Old Dhaka. - Nishat Tasnim Manami; Ashik Mostafa Alvi; Siuly Siuly (HIS, 2023)

A Comprehensive Approach for Enhancing Motor Imagery EEG Classification in BCI's. - Muhammad Tariq Sadiq; Siuly Siuly; Yan Li 002; Peng (Paul) Wen (HIS, 2023)

Developing a novel hybrid method based on dispersion entropy and adaptive boosting algorithm for human activity recognition. - Mohammed Diykh; Shahab A. Abdulla; Ravinesh C. Deo; Siuly Siuly; Mumtaz Ali (Comput. Methods Programs Biomed., 2023)

An intelligent model involving multi-channels spectrum patterns based features for automatic sleep stage classification. - Shahab A. Abdulla; Mohammed Diykh; Siuly Siuly; Mumtaz Ali (Int. J. Medical Informatics, 2023)

An optimized artificial intelligence based technique for identifying motor imagery from EEGs for advanced brain computer interface technology. - Taslima Khanam; Siuly Siuly; Hua Wang 002 (Neural Comput. Appl., 2023)

A Long Short-Term Memory Based Framework for Early Detection of Mild Cognitive Impairment From EEG Signals. - Ashik Mostafa Alvi; Siuly Siuly; Hua Wang 002 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Efficient novel network and index for alcoholism detection from EEGs. - Muhammad Tariq Sadiq; Siuly Siuly; Ahmad Almogren; Yan Li 002; Peng (Paul) Wen (Health Inf. Sci. Syst., 2023)

IBDR-Net: A Computerized Framework for Irregular Brain Signal Data Recognition. - Ashik Mostafa Alvi; Nishat Tasnim Manami; Siuly Siuly; Lili Sun (HIS, 2024)

Myocardial Band Transformer Network for Detecting Myocardial Ischemia in 2D Echocardiography. - Yanhui Guo 001; Liang Kong; Guo-Qing Du; Chung-wei Lee; Siuly Siuly; Heng-Da Cheng (HIS, 2024)

An AI Driven Framework for EEG Based-BCI Technology. - Taslima Khanam; Siuly Siuly; Kate N. Wang 001; Hua Wang 002 (HIS, 2024)

A Privacy-Preserving Encryption Framework for Big Data Analysis. - Taslima Khanam; Siuly Siuly; Kate N. Wang 001; Zhonglong Zheng (WISE (5), 2024)

An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network. - Siuly Siuly; Smith K. Khare; Md. Enamul Kabir; Muhammad Tariq Sadiq; Hua Wang 002 (Comput. Biol. Medicine, 2024)

Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease. - Siuly Siuly; Ömer Faruk Alçin; Hua Wang 002; Yan Li 002; Peng Wen 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

GENet: A Generic Neural Network for Detecting Various Neurological Disorders From EEG. - Md. Nurul Ahad Tawhid; Siuly Siuly; Kate N. Wang 001; Hua Wang 002 (IEEE Trans. Cogn. Dev. Syst., 2024)

XCR-Net: A Computer Aided Framework to Detect COVID-19. - Ashik Mostafa Alvi; Md. Jubaer Khan; Nishat Tasnim Manami; Zubair Azim Miazi; Kate N. Wang 001; Siuly Siuly; Hua Wang 002 (IEEE Trans. Consumer Electron., 2024)

A systematic review for artificial intelligence-driven assistive technologies to support children with neurodevelopmental disorders. - Alen Shahini; Aditya Prabhakara Kamath; Ekta Sharma; Massimo Salvi; Ru-San Tan; Siuly Siuly; Silvia Seoni; Rahul Ganguly; Aruna Devi; Ravinesh C. Deo; Prabal Datta Barua; U. Rajendra Acharya (Inf. Fusion, 2025)

Investigating Brain Lobe Biomarkers to Enhance Dementia Detection Using EEG Data. - Siuly Siuly; Md. Nurul Ahad Tawhid; Yan Li 002; U. Rajendra Acharya; Muhammad Tariq Sadiq; Hua Wang 002 (Cogn. Comput., 2025)

Advancing Alzheimer's disease detection: a novel convolutional neural network based framework leveraging EEG data and segment length analysis. - Md. Nurul Ahad Tawhid; Siuly Siuly; Md. Enamul Kabir; Yan Li 002 (Brain Informatics, 2025)