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Kabir, E, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2016) Epileptic seizure detection from EEG signals using logistic model trees. Brain Informatics. 1 - 8. ISSN 2198-4018

Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Li, Y (2015) Designing a robust feature extraction method based on optimum allocation and principal component analysis for epileptic EEG signal classification. Computer Methods and Programs in Biomedicine, 119 (1). 29 - 42. ISSN 0169-2607

Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Kabir, E, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2015) Exploring Sampling in the Detection of Multicategory EEG Signals. Computational and Mathematical Methods in Medicine, 2015. 1 - 12. ISSN 1748-670X

Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Li, Y (2014) Discriminating the brain activities for brain–computer interface applications through the optimal allocation-based approach. Neural Computing and Applications, 26 (4). 799 - 811. ISSN 0941-0643

Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Li, Y (2014) A novel statistical algorithm for multiclass EEG signal classification. Engineering Applications of Artificial Intelligence, 34. 154 - 167. ISSN 0952-1976

Book

Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Li, Y and Zhang, Y (2017) EEG Signal Analysis and Classification Techniques and Applications. Health Information Science . Springer, Cham, Switzerland.

Book Section

Alvi, Ashik Mostafa ORCID: https://orcid.org/0000-0001-7898-2030, Manami, Nishat Tasnim ORCID: https://orcid.org/0000-0002-8980-5790, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Sun, Lili (2025) IBDR-Net: A Computerized Framework for Irregular Brain Signal Data Recognition. In: Lecture Notes in Computer Science. Springer Nature Singapore, pp. 258-269.

Abdulla, Shahan, Diykh, Mohammed ORCID: https://orcid.org/0000-0003-0018-4199, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Ali, Mumtaz ORCID: https://orcid.org/0000-0002-6975-5159 (2023) An ensemble machine learning-based intelligent system for human activity recognition using sensory data. In: Cognitive Sensing Technologies and Applications. IET Digital Library, UK, pp. 119-130.

Manami, Nishat Tasnim, Alvi, Ashik Mostafa ORCID: https://orcid.org/0000-0001-7898-2030 and Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 (2023) Analyzing Health Risks Resulting from Unplanned Land Use Plan and Structure: A Case Study in Historic Old Dhaka. In: Health Information Science: 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23–24, 2023, Proceedings. Li, Yan, Huang, Z, Sharma, M, Chen, L and Zhou, R, eds. Lecture Notes in Computer Science, 14305 . Springer, Singapore, pp. 331-340.

Sadiq, MT, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Rehman, A (2022) Evaluation of power spectral and machine learning techniques for the development of subject-specific BCI. In: Artificial Intelligence-Based Brain-Computer Interface. Bajaj, V and Sinha, GR, eds. Elsevier, Netherlands, pp. 99-120.

Alvi, Ashik Mostafa ORCID: https://orcid.org/0000-0001-7898-2030, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2022) Challenges in Electroencephalography Data Processing Using Machine Learning Approaches. In: Databases Theory and Applications: 33rd Australasian Database Conference, ADC 2022 Sydney, NSW, Australia, September 2–4, 2022 Proceedings. Hua, W, Wang, H and Li, L, eds. Lecture Notes in Computer Science, 13459 . Springer, Cham, Switzerland, pp. 177-184.

Sadiq, Muhammad Tariq ORCID: https://orcid.org/0000-0002-7410-5951, Akbari, Hesam, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Li, Yan and Wen, Paul (2022) Fractional Fourier Transform Aided Computerized Framework for Alcoholism Identification in EEG. In: Health Information Science: 11th International Conference, HIS 2022, Virtual Event, October 28–30, 2022, Proceedings. Traina, A, Wang, H, Zhang, Y, Siuly, S and Lu Chen, RZ, eds. Lecture Notes in Computer Science, 13705 . Springer, Cham, pp. 100-112.

Alvi, Ashik Mostafa ORCID: https://orcid.org/0000-0001-7898-2030, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, De Cola, Maria Cristina and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2022) DRAM-Net: A Deep Residual Alzheimer’s Diseases and Mild Cognitive Impairment Detection Network Using EEG Data. In: Health Information Science: 11th International Conference, HIS 2022, Virtual Event, October 28–30, 2022, Proceedings. Traina, A, Wang, H, Zhang, Y, Siuly, S, Zhou, R and Chen, L, eds. Springer, Cham, pp. 42-53.

Supriya, Supriya ORCID: https://orcid.org/0000-0002-3124-1187, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2020) Weighted complex network based framework for epilepsy detection from EEG signals. In: Modelling and Analysis of Active Biopotential Signals in Healthcare. Bajaj, V and Sinha, GR, eds. IPEM–IOP Series in Physics and Engineering in Medicine and Biology, 1 . IOP Publishing.

Khare, SK, Bajaj, Varun, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Sinha, GR (2020) Classification of schizophrenia patients through empirical wavelet transformation using electroencephalogram signals. In: Modelling and Analysis of Active Biopotential Signals in Healthcare. Bajaj, Varun and Sinha, GR, eds. IPEM–IOP Series in Physics and Engineering in Medicine and Biology, 1 . IOP Publishing, London.

Conference or Workshop Item

Sadiq, Muhammad Tariq ORCID: https://orcid.org/0000-0002-7410-5951, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Li, Yan and Wen, Paul (2023) A Comprehensive Approach for Enhancing Motor Imagery EEG Classification in BCI’s. In: Health Information Science 12th International Conference, HIS 2023, 23-24 Oct 2023, Melbourne, Australia.

Khanam, Taslima ORCID: https://orcid.org/0000-0001-5842-930X, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2022) Analysing big brain signal data for advanced brain computer interface system. In: 33rd Australasian Database Conference (ADC), 2 - 4 Sep 2022, Sydney, Australia.

Tawhid, Md. Nurul Ahad, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Wang, Kate ORCID: https://orcid.org/0000-0001-5208-1090 and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2022) Brain data mining framework involving entropy topography and deep learning. In: 33rd Australasian Database Conference (ADC), 2 - 4 Sep 2022, Sydney, Australia.

Tawhid, Nurul Ahad, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Wang, Kate and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2022) Data Mining Based Artificial Intelligent Technique for Identifying Abnormalities from Brain Signal Data. In: 22nd International Conference on Web Information Systems Engineering (WISE 2021), 26 Oct 2021 - 29 Oct 2021, Melbourne, Australia.

Diykh, Mohammed, Abdulla, Shahab ORCID: https://orcid.org/0000-0002-1193-6969, Oudah, Atheer Y, Marhoon, Haydar and Siuly, Siuly ORCID: https://orcid.org/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.

Sadiq, Muhammad Tariq ORCID: https://orcid.org/0000-0002-7410-5951, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Ur Rehman, Ateeq and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2021) Auto-correlation based feature extraction approach for EEG alcoholism identification. In: 10th International Conference on Health Information Science (HIS), 25-28 Oct 2021, Melbourne, Australia.

Akbari, Hesam, Sadiq, Muhammad Tariq ORCID: https://orcid.org/0000-0002-7410-5951, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Li, Yan and Wen, Paul (2021) An automatic scheme with diagnostic index for identification of normal and depression EEG signals. In: 10th International Conference on Health Information Science (HIS), 25-28 Oct 2021, Melbourne, Australia.

Kaywan, Payam, Ahmed, Khandakar ORCID: https://orcid.org/0000-0003-1043-2029, Miao, Yuan ORCID: https://orcid.org/0000-0002-6712-3465, Ibaida, Ayman ORCID: https://orcid.org/0000-0003-1581-7219 and Gu, Bruce ORCID: https://orcid.org/0000-0002-3008-6285 (2021) DEPRA: an early depression detection analysis chatbot. In: 10th International Conference on Health Information Science (HIS), 25 Oct - 28 Oct 2021, Melbourne, Australia.

Alvi, Ashik Mostafa ORCID: https://orcid.org/0000-0001-7898-2030, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2021) Developing a Deep Learning Based Approach for Anomalies Detection from EEG Data. In: 22nd International Conference on Web Information Systems Engineering, WISE 2021, 26-29 Oct 2021, Melbourne, Australia.

Alvi, Ashik Mostafa ORCID: https://orcid.org/0000-0001-7898-2030, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Sun, Lili and Cao, Jinli (2020) An adaptive image smoothing technique based on localization. In: 15th Symposium of Intelligent Systems and Knowledge Engineering (ISKE) held jointly with 14th International FLINS Conference (FLINS), 18 - 21 Aug 2020, Cologne, Germany.

Wang, Jialin, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Ma, Qinying, Huang, Huihui and Hong, Xiaoyuan (2019) Deep Learning for Single-Channel EEG Signals Sleep Stage Scoring Based on Frequency Domain Representation. In: 8th International Conference on Health Information Science, HIS 2019, 18 October 2019 - 20 October 2019, Xi’an, China.

Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Kabir, E, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Whittaker, Frank ORCID: https://orcid.org/0000-0002-3728-0291 and Kuang, H (2019) Alcoholic Brain State Identification from Brain Signals Using Support Vector Machine-Based Algorithm. In: International Joint Conference on Computational Intelligence (IJCCI 2018), 14 Dec 2018 - 15 Dec 2018, Dhaka, Bangladesh.

Supriya, Supriya, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2018) An efficient framework for the analysis of big brain signals data. In: Australasian Database Conference: Databases Theory and Applications 29th Australasian Database Conference, ADC 2018, 24 May 2018-27 May 2018, Gold Coast, Queensland.

Joadder, MAM, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Kabir, E (2018) A new way of channel selection in the motor imagery classification for BCI applications. In: 7th International Conference on Health Information Science (HIS 2018), 5 October - 7 October 2018, Cairns, QLD, Australia.

Kaur, Prabhjyot, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546 and Miao, Yuan ORCID: https://orcid.org/0000-0002-6712-3465 (2018) Detection of depression from brain signals: A review study. In: 7th International Conference on Health Information Science (HIS 2018), 5 October 2018- 7 October 2018, Cairns, QLD, Australia.

Lee, Daniel, Liu, Huai ORCID: https://orcid.org/0000-0003-3125-4399, Rong, Jia ORCID: https://orcid.org/0000-0002-9462-3924, Xu, Hong and Miao, Yuan (2018) Decision Making for Traditional Chinese Medicine Based on Fuzzy Cognitive Map. In: 7th International Conference on Health Information Science (HIS 2018), 5th October 2018 - 7th October 2018, Cairns, QLD, Australia.

Al Ghayab, HR, Lin, Y, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Abdulla, Shahab ORCID: https://orcid.org/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.

Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Zarei, Roozbeh, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2017) A New Data Mining Scheme for Analysis of Big Brain Signal Data. In: Australasian Database Conference, 25 September 2017-28 September 2017, Brisbane, QLD, Australia.

(2017) Health Information Science. In: Health Information Science 6th International Conference, HIS 2017, Moscow, Russia, October 7-9, 2017, Proceedings, October 7-9, 2017, Moscow, Russia.

Supriya, Supriya, Siuly, Siuly ORCID: https://orcid.org/0000-0003-2491-0546, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Zhuo, Guangping and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2016) Analyzing EEG signal data for detection of epileptic seizure: Introducing weight on visibility graph with complex network feature. In: The 27th Australasian Database Conference 2016 (ADC 2016), 28 September 2016-29 September 2016, Sydney, Australia.