Siuly, Siuly
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Siuly, Siuly ORCID: 0000-0003-2491-0546, Khare, Smith K
ORCID: 0000-0001-8365-1092, Kabir, Enamul, Sadiq, Muhammad Tariq
ORCID: 0000-0002-7410-5951 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2024)
An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network.
Computers in Biology and Medicine, 174.
ISSN 0010-4825
Siuly, Siuly ORCID: 0000-0003-2491-0546, Alcin, Omer Faruk
ORCID: 0000-0002-2917-3736, Wang, Hua
ORCID: 0000-0002-8465-0996, Li, Yan
ORCID: 0000-0002-4694-4926 and Wen, Peng
ORCID: 0000-0003-0939-9145
(2024)
Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease.
IEEE Transactions on Emerging Topics in Computational Intelligence, 8 (2).
pp. 1609-1623.
ISSN 2471-285X
Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Almogren, Ahmad
ORCID: 0000-0002-8253-9709, Li, Yan and Wen, Paul
(2023)
Efficient novel network and index for alcoholism detection from EEGs.
Health Information Science and Systems, 11 (1).
ISSN 2047-2501
Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2023)
A long short-term memory based framework for early detection of mild cognitive impairment from EEG signals.
IEEE Transactions on Emerging Topics in Computational Intelligence, 7 (2).
pp. 375-388.
ISSN 2471-285X
Siuly, Siuly ORCID: 0000-0003-2491-0546, Guo, Yanhui
ORCID: 0000-0003-1814-9682, Alçіn, Ömer F, Li, Yan
ORCID: 0000-0002-4694-4926, Wen, Peng
ORCID: 0000-0003-0939-9145 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2023)
Exploring deep residual network based features for automatic schizophrenia detection from EEG.
Physical and Engineering Sciences in Medicine.
ISSN 2662-4729
Khanam, Taslima ORCID: 0000-0001-5842-930X, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2023)
An optimized artificial intelligence based technique for identifying motor imagery from EEGs for advanced brain computer interface technology.
Neural Computing and Applications, 35 (9).
pp. 6623-6634.
ISSN 0941-0643
Abdulla, Shahab ORCID: 0000-0002-1193-6969, Diykh, Mohammed, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Ali, Mumtaz
ORCID: 0000-0002-6975-5159
(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, Deo, Ravinesh C
ORCID: 0000-0002-2290-6749, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Ali, Mumtaz
ORCID: 0000-0002-6975-5159
(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
Tawhid, Nurul Ahad ORCID: 0000-0002-6100-4895, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Wang, Kate
ORCID: 0000-0001-5208-1090 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2022)
Textural feature based intelligent approach for neurological abnormality detection from brain signal data.
PLoS ONE, 17.
ISSN 1932-6203
Siuly, Siuly ORCID: 0000-0003-2491-0546, Li, Yan
ORCID: 0000-0002-4694-4926, Wen, Peng
ORCID: 0000-0003-0939-9145 and Alçіn, Ömer F
(2022)
SchizoGoogLeNet: The GoogLeNet-Based Deep Feature Extraction Design for Automatic Detection of Schizophrenia.
Computational Intelligence and Neuroscience, 2022.
ISSN 1687-5265
Akbari, Hesam, Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Li, Yan and Wen, Paul
(2022)
Identification of normal and depression EEG signals in variational mode decomposition domain.
Health Information Science and Systems, 10.
ISSN 2047-2501
Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Wang, Hua
ORCID: 0000-0002-8465-0996, Wang, Kate
ORCID: 0000-0001-5208-1090 and Whittaker, Frank
ORCID: 0000-0002-3728-0291
(2022)
A deep learning based framework for diagnosis of mild cognitive impairment.
Knowledge-Based Systems, 248.
ISSN 0950-7051
Wu, Jin, Sun, Le ORCID: 0000-0002-4221-0327, Peng, Dandan
ORCID: 0000-0003-3486-8046 and Siuly, Siuly
ORCID: 0000-0003-2491-0546
(2022)
A micro neural network for healthcare sensor data stream classification in sustainable and smart cities.
Computational Intelligence and Neuroscience, 2022.
ISSN 1687-5265
Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951, Aziz, Muhammad Zulkifal, Almogren, Ahmad
ORCID: 0000-0002-8253-9709, Yousaf, Adnan, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Rehman, Ateeq Ur
ORCID: 0000-0001-5203-0621
(2022)
Exploiting pretrained CNN models for the development of an EEG-based robust BCI framework.
Computers in Biology and Medicine, 143.
ISSN 0010-4825
Diykh, Mohammed ORCID: 0000-0003-0018-4199, Miften, FS
ORCID: 0000-0002-3557-2194, Abdullaf, Shahab, Deo, Ravinesh C, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Green, Jonathan H and Oudahb, Atheer Y
(2022)
Texture analysis based graph approach for automatic detection of neonatal seizure from multi-channel EEG signals.
Measurement, 190.
ISSN 0263-2241
Venkatachalam, K, Siuly, Siuly ORCID: 0000-0003-2491-0546, Kumar, MV, Lalwani, P, Mishra, MK and Kabir, E
(2022)
A hybrid approach for COVID-19 detection using biogeography-based optimization and deep learning.
Computers, Materials and Continua, 70 (2).
pp. 3717-3732.
ISSN 1546-2218
Tawhid, MNA ORCID: 0000-0002-6100-4895, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Li, Tianning
ORCID: 0000-0001-5142-8654
(2022)
A Convolutional Long Short-Term Memory-Based Neural Network for Epilepsy Detection From EEG.
IEEE Transactions on Instrumentation and Measurement, 71.
ISSN 0018-9456
Pei, Wei, Li, Yan, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wen, Peng
(2021)
A hybrid deep learning scheme for multi-channel sleep stage classification.
Computers, Materials and Continua, 71 (1).
pp. 889-905.
ISSN 1546-2218
Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951, Akbari, Hesam, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Yousaf, Adnan and Rehman, Ateeq Ur
ORCID: 0000-0001-5203-0621
(2021)
A novel computer-aided diagnosis framework for EEG-based identification of neural diseases.
Computers in Biology and Medicine, 138.
ISSN 0010-4825
Siuly, Siuly ORCID: 0000-0003-2491-0546, Sadiq, MT, Yu, X, Yuan, Z, Aziz, MZ and Ding, W
(2021)
Towards the Development of Versatile Brain-Computer Interfaces.
IEEE Transactions on Artificial Intelligence, 2 (4).
pp. 314-328.
ISSN 2691-4581
Demir, F ORCID: 0000-0003-3210-3664, Sobahi, N
ORCID: 0000-0001-5788-5629, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Sengur, A
ORCID: 0000-0003-1614-2639
(2021)
Exploring Deep Learning Features for Automatic Classification of Human Emotion Using EEG Rhythms.
IEEE Sensors Journal, 21 (13).
pp. 14923-14930.
ISSN 1530-437X
Tawhid, MNA, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua
ORCID: 0000-0002-8465-0996, Whittaker, Frank
ORCID: 0000-0002-3728-0291, Wang, K and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2021)
A spectrogram image based intelligent technique for automatic detection of autism spectrum disorder from EEG.
PLoS ONE, 16 (6).
ISSN 1932-6203
Hussain, Waqar, Sadiq, MT, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Rehman, A
(2021)
Epileptic seizure detection using 1 D-convolutional long short-term memory neural networks.
Applied Acoustics, 177.
ISSN 0003-682X
Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2021)
New feature extraction for automated detection of epileptic seizure using complex network framework.
Applied Acoustics, 180.
ISSN 0003-682X
Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2021)
Neurological abnormality detection from electroencephalography data: a review.
Artificial Intelligence Review, 55 (3).
pp. 2275-2312.
ISSN 0269-2821 (print) 1573-7462 (online)
Farsi, Leila, Siuly, Siuly ORCID: 0000-0003-2491-0546, Kabir, Enamul
ORCID: 0000-0002-6157-2753 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2021)
Classification of Alcoholic EEG Signals Using a Deep Learning Method.
IEEE Sensors Journal, 21 (3).
pp. 3552-3560.
ISSN 1530-437X
Miften, FS ORCID: 0000-0002-3557-2194, Diykh, Mohammed
ORCID: 0000-0003-0018-4199, Abdulla, Shahab
ORCID: 0000-0002-1193-6969, Siuly, Siuly
ORCID: 0000-0003-2491-0546, 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
Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2021)
Epilepsy Detection from EEG using Complex Network Techniques: A Review.
IEEE Reviews in Biomedical Engineering.
ISSN 1937-3333
Guo, Yanhui ORCID: 0000-0003-1814-9682, Du, Guo-Qing, Shen, Wen-Qian
ORCID: 0000-0002-0114-9662, Du, Chunlai, He, Pei-Na and Siuly, Siuly
ORCID: 0000-0003-2491-0546
(2021)
Automatic myocardial infarction detection in contrast echocardiography based on polar residual network.
Computer Methods and Programs in Biomedicine, 198.
ISSN 0169-2607
Venkatachalam, K, Siuly, Siuly ORCID: 0000-0003-2491-0546, Bacanin, N
ORCID: 0000-0002-2062-924X, Hubalovsky, S and Trojovsky, P
ORCID: 0000-0001-8992-125X
(2021)
An Efficient Gabor Walsh-Hadamard Transform Based Approach for Retrieving Brain Tumor Images from MRI.
IEEE Access, 9.
pp. 119078-119089.
ISSN 2169-3536
Şengür, D and Siuly, Siuly ORCID: 0000-0003-2491-0546
(2020)
Efficient approach for EEG-based emotion recognition.
Electronics Letters, 56 (25).
pp. 1361-1364.
ISSN 0013-5194 (print) 1350-911X (online)
Tawhid, MNA, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2020)
Diagnosis of autism spectrum disorder from EEG using a time-frequency spectrogram image-based approach.
Electronics Letters, 56 (25).
pp. 1372-1375.
ISSN 0013-5194
Siuly, Siuly ORCID: 0000-0003-2491-0546, Khare, SK
ORCID: 0000-0001-8365-1092, Bajaj, Varun
ORCID: 0000-0002-8721-1219, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2020)
A computerized method for automatic detection of schizophrenia using EEG signals.
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28 (11).
pp. 2390-2400.
ISSN 1534-4320
Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2020)
Automated epilepsy detection techniques from electroencephalogram signals: a review study.
Health information science and systems, 8 (1).
ISSN 2047-2501
Siuly, Siuly ORCID: 0000-0003-2491-0546, Alçіn, Ömer F, Kabir, Enamul
ORCID: 0000-0002-6157-2753, Sengur, Abdulkadir
ORCID: 0000-0003-1614-2639, Wang, Hua
ORCID: 0000-0002-8465-0996, Zhang, Yanchun
ORCID: 0000-0002-5094-5980 and Whittaker, Frank
ORCID: 0000-0002-3728-0291
(2020)
A New Framework for Automatic Detection of Patients with Mild Cognitive Impairment Using Resting-State EEG Signals.
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28 (9).
pp. 1966-1976.
ISSN 1534-4320
Chaudhary, Shalu, Taran, Sachin, Bajaj, Varun and Siuly, Siuly ORCID: 0000-0003-2491-0546
(2020)
A flexible analytic wavelet transform based approach for motor-imagery tasks classification in BCI applications.
Computer Methods and Programs in Biomedicine, 187.
ISSN 0169-2607
Sadiq, MT, Yu, X, Yuan, Z, Aziz, MZ, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Ding, W
(2020)
A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject Specific Tasks.
IEEE Transactions on Cognitive and Developmental Systems.
ISSN 2379-8920
Yin, Jiao, Cao, Jinli, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2019)
An Integrated MCI Detection Framework Based on Spectral-temporal Analysis.
International Journal of Automation and Computing, 16 (6).
pp. 786-799.
ISSN 1476-8186
Zarei, Roozbeh, He, Jing, Siuly, Siuly ORCID: 0000-0003-2491-0546, Huang, Guangyan and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2019)
Exploring Douglas-Peucker Algorithm in the Detection of Epileptic Seizure from Multicategory EEG Signals.
BioMed Research International, 2019.
ISSN 2314-6133
Joadder, MAM, Siuly, Siuly ORCID: 0000-0003-2491-0546, Kabir, E, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2019)
A New Design of Mental State Classification for Subject Independent BCI Systems.
IRBM.
ISSN 1959-0318
Siuly, Siuly ORCID: 0000-0003-2491-0546, Bajaj, Varun
ORCID: 0000-0002-8721-1219, Sengur, A and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2019)
An Advanced Analysis System for Identifying Alcoholic Brain State Through EEG Signals.
International Journal of Automation and Computing.
ISSN 1476-8186
Al Ghayab, HR, Lin, Y, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Abdulla, Shahab
ORCID: 0000-0002-1193-6969
(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
Siuly, Siuly ORCID: 0000-0003-2491-0546, Alçіn, Ömer F, Bajaj, Varun
ORCID: 0000-0002-8721-1219, Sengur, Abdulkadir
ORCID: 0000-0003-1614-2639 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2019)
Exploring Hermite transformation in brain signal analysis for the detection of epileptic seizure.
IET Science, Measurement and Technology, 13 (1).
pp. 35-41.
ISSN 1751-8822
Al Ghayab, HR, Lin, Y, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Abdulla, Shahab
ORCID: 0000-0002-1193-6969
(2019)
Epileptic seizures detection in EEGs blending frequency domain with information gain technique.
Soft Computing, 23 (1).
pp. 227-239.
ISSN 1432-7643
Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2018)
EEG Sleep Stages Analysis and Classification Based on Weighed Complex Network Features.
IEEE Transactions on Emerging Topics in Computational Intelligence.
ISSN 2471-285X
Al Ghayab, HR, Lin, Y, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Abdulla, Shahab
ORCID: 0000-0002-1193-6969
(2018)
Epileptic EEG signal classification using optimum allocation based power spectral density estimation.
IET Signal Processing, 12 (6).
pp. 738-747.
ISSN 1751-9675
Taran, Sachin, Bajaj, Varun, Sharma, Dheeraj, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Sengur, A
(2018)
Features based on analytic IMF for classifying motor imagery EEG signals in BCI applications.
Measurement, 116.
pp. 68-76.
ISSN 0263-2241
Kabir, Enamul ORCID: 0000-0002-6157-2753, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Cao, Jinli
ORCID: 0000-0002-0221-6361 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2018)
A computer aided analysis scheme for detecting epileptic seizure from EEG data.
International Journal of Computational Intelligence Systems, 11 (1).
663 - 671.
ISSN 1875-6883
Taran, Sachin, Bajaj, Varun and Siuly, Siuly ORCID: 0000-0003-2491-0546
(2017)
An optimum allocation sampling based feature extraction scheme for distinguishing seizure and seizure-free EEG signals.
Health Information Science and Systems, 5 (1).
ISSN 2047-2501
Guo, Yanhui ORCID: 0000-0003-1814-9682, Jiang, SQ, Sun, B, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Sengur, A and Tian, JW
(2017)
Using neutrosophic graph cut segmentation algorithm for qualified rendering image selection in thyroid elastography video.
Health Information Science and Systems, 5 (1).
ISSN 2047-2501
Zarei, Roozbeh, He, Jing, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2017)
A PCA Aided Cross-Covariance Scheme for Discriminative Feature Extraction from EEG Signals.
Computer Methods and Programs in Biomedicine, 146.
47 - 57.
ISSN 0169-2607
Alçіn, Ömer F, Siuly, Siuly ORCID: 0000-0003-2491-0546, Bajaj, Varun
ORCID: 0000-0002-8721-1219, Guo, Yanhui
ORCID: 0000-0003-1814-9682, Şengu r, Abdulkadir and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2016)
Multi-category EEG signal classification developing time-frequency texture features based Fisher Vector encoding method.
Neurocomputing, 218.
251 - 258.
ISSN 0925-2312
Hassan, Ahnaf Rashik, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2016)
Epileptic seizure detection in EEG signals using tunable-Q factor wavelet transform and bootstrap aggregating.
Computer Methods and Programs in Biomedicine, 137.
247 - 259.
ISSN 0169-2607
Supriya, Supriya, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua
ORCID: 0000-0002-8465-0996, Cao, Jinli
ORCID: 0000-0002-0221-6361 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2016)
Weighted Visibility Graph with Complex Network Features in the Detection of Epilepsy.
IEEE Access, 4.
6554 - 6566.
ISSN 2169-3536
Supriya, Supriya, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2016)
Automatic epilepsy detection from EEG introducing a new edge weight method in the complex network.
Electronics Letters, 52 (17).
1430 - 1432.
ISSN 0013-5194
Siuly, Siuly ORCID: 0000-0003-2491-0546 and Zhang, Y
(2016)
Medical Big Data: Neurological Diseases Diagnosis Through Medical Data Analysis.
Data Science and Engineering, 1 (2).
54 - 64.
ISSN 2364-1185
Siuly, Siuly ORCID: 0000-0003-2491-0546, Yin, Xiaoxia, Hadjiloucas, S and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2016)
Classification of THz pulse signals using two-dimensional cross-correlation feature extraction and non-linear classifiers.
Computer Methods and Programs in Biomedicine, 127.
64 - 82.
ISSN 0169-2607
Bajaj, Varun ORCID: 0000-0002-8721-1219, Guo, Yanhui
ORCID: 0000-0003-1814-9682, Sengur, Abdulkadir
ORCID: 0000-0003-1614-2639, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Alçіn, Ömer F
(2016)
A hybrid method based on time–frequency images for classification of alcohol and control EEG signals.
Neural Computing and Applications.
ISSN 0941-0643
Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 0000-0002-5094-5980
(2016)
Detection of motor imagery EEG signals employing Naïve Bayes based learning process.
Measurement, 86.
148 - 158.
ISSN 1873-412X
Kabir, E, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Zhang, Yanchun
ORCID: 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: 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: 0000-0003-2491-0546, Kabir, E, Wang, Hua
ORCID: 0000-0002-8465-0996 and Zhang, Yanchun
ORCID: 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: 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: 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: 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
Abdulla, Shahan, Diykh, Mohammed ORCID: 0000-0003-0018-4199, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Ali, Mumtaz
ORCID: 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: 0000-0001-7898-2030 and Siuly, Siuly
ORCID: 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: 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: 0000-0001-7898-2030, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Wang, Hua
ORCID: 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: 0000-0002-7410-5951, Akbari, Hesam, Siuly, Siuly
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DRAM-Net: A Deep Residual Alzheimer’s Diseases and Mild Cognitive Impairment Detection Network Using EEG Data.
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Sadiq, Muhammad Tariq ORCID: 0000-0002-7410-5951, Siuly, Siuly
ORCID: 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: 0000-0001-5842-930X, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Wang, Hua
ORCID: 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: 0000-0003-2491-0546, Wang, Kate
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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: 0000-0003-2491-0546, Wang, Kate and Wang, Hua
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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.
Kaywan, Payam, Ahmed, Khandakar ORCID: 0000-0003-1043-2029, Miao, Yuan
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DEPRA: an early depression detection analysis chatbot.
In: 10th International Conference on Health Information Science (HIS), 25 Oct - 28 Oct 2021, Melbourne, Australia.
Diykh, Mohammed, Abdulla, Shahab ORCID: 0000-0002-1193-6969, Oudah, Atheer Y, Marhoon, Haydar and Siuly, Siuly
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(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: 0000-0002-7410-5951, Siuly, Siuly
ORCID: 0000-0003-2491-0546, Ur Rehman, Ateeq and Wang, Hua
ORCID: 0000-0002-8465-0996
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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: 0000-0002-7410-5951, Siuly, Siuly
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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.
Alvi, Ashik Mostafa ORCID: 0000-0001-7898-2030, Siuly, Siuly
ORCID: 0000-0003-2491-0546 and Wang, Hua
ORCID: 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: 0000-0001-7898-2030, Siuly, Siuly
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ORCID: 0000-0002-8465-0996, Sun, Lili and Cao, Jinli
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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: 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: 0000-0003-2491-0546, Kabir, E, Wang, Hua
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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.
Lee, Daniel, Liu, Huai ORCID: 0000-0003-3125-4399, Rong, Jia
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(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.
Joadder, MAM, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Kabir, E
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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: 0000-0003-2491-0546 and Miao, Yuan
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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.
Supriya, Supriya, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua
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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.
Al Ghayab, HR, Lin, Y, Siuly, Siuly ORCID: 0000-0003-2491-0546, Abdulla, Shahab
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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: 0000-0003-2491-0546, Zarei, Roozbeh, Wang, Hua
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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.
Supriya, Supriya, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua
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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.