A real-time approach of diagnosing rice leaf disease using deep learning-based faster R-CNN framework BS Bari, MN Islam, M Rashid, MJ Hasan, MAM Razman, RM Musa, ... PeerJ Computer Science 7, e432, 2021 | 193 | 2021 |
Multimodal hybrid deep learning approach to detect tomato leaf disease using attention based dilated convolution feature extractor with logistic regression classification MS Islam, S Sultana, FA Farid, MN Islam, M Rashid, BS Bari, N Hashim, ... Sensors 22 (16), 6079, 2022 | 33 | 2022 |
New hybrid deep learning approach using BiGRU-BiLSTM and multilayered dilated CNN to detect arrhythmia MS Islam, MN Islam, N Hashim, M Rashid, BS Bari, F Al Farid IEEE Access 10, 58081-58096, 2022 | 26 | 2022 |
Diagnosis of hearing deficiency using EEG based AEP signals: CWT and improved-VGG16 pipeline MN Islam, N Sulaiman, F Al Farid, J Uddin, SA Alyami, M Rashid, ... PeerJ Computer Science 7, e638, 2021 | 11 | 2021 |
Empirical mode decomposition coupled with fast fourier transform based feature extraction method for motor imagery tasks classification MN Islam, N Sulaiman, M Rashid, BS Bari, MJ Hasan, M Mustafa, ... 2020 IEEE 10th International Conference on System Engineering and Technology …, 2020 | 8 | 2020 |
The classification of Electrooculogram (EOG) through the application of Linear discriminant analysis (LDA) of selected time-domain signals FA Azhar, M Mustafa, N Sulaiman, M Rashid, BS Bari, MN Islam, ... Recent Trends in Mechatronics Towards Industry 4.0: Selected Articles from …, 2022 | 5 | 2022 |
Rice disease identification through leaf image and iot based smart rice field monitoring system MN Islam, F Ahmed, MT Ahammed, M Rashid, BS Bari Enabling Industry 4.0 through Advances in Mechatronics: Selected Articles …, 2022 | 4 | 2022 |
A hybrid scheme for AEP based hearing deficiency diagnosis: CWT and convoluted K-nearest neighbour (CKNN) pipeline MN Islam, N Sulaiman, BS Bari, M Rashid, M Mustafa Neuroscience Informatics 2 (1), 100037, 2022 | 4 | 2022 |
Investigation of time-domain and frequency-domain based features to classify the eeg auditory evoked potentials (aeps) responses MN Islam, N Sulaiman, M Rashid, M Mustafa, MS Jadin Recent Trends in Mechatronics Towards Industry 4.0: Selected Articles from …, 2022 | 3 | 2022 |
Auditory Evoked Potential (AEP) Based Brain-Computer Interface (BCI) Technology: A Short Review MN Islam, N Sulaiman, BS Bari, M Rashid, M Mustafa International Conference on Innovative Technology, Engineering and Science …, 2020 | 3 | 2020 |
Hearing disorder detection using auditory evoked potential (AEP) signals MN Islam, N Sulaiman, M Rashid, BS Bari, M Mustafa 2020 Emerging Technology in Computing, Communication and Electronics (ETCCE …, 2020 | 3 | 2020 |
Development of EEG-based system to identify student learning attention ability N Sulaiman, N Ismail, MN Islam, M Rashid, MS Jadin, M Mustafa, ... Proceedings of the 12th National Technical Seminar on Unmanned System …, 2022 | 2 | 2022 |
A hybrid environment control system combining EMG and SSVEP signal based on brain-computer interface technology M Rashid, BS Bari, N Sulaiman, M Mustafa, MJ Hasan, MN Islam, ... SN Applied Sciences 3 (9), 782, 2021 | 2 | 2021 |
Classification of EEG-Based Auditory Evoked Potentials Using Entropy-Based Features and Machine Learning Techniques T Islam, F Ahmed, N Ahmed, S Naziullah, MN Islam, M Rashid 2023 International Conference on Information and Communication Technology …, 2023 | 1 | 2023 |
Investigation of Electroencephalogram (EEG) Sensor Position for Brain-Controlled Home Automation N Sulaiman, AA Hasim, MN Islam, M Mustafa, MS Jadin Enabling Industry 4.0 through Advances in Mechatronics: Selected Articles …, 2022 | 1 | 2022 |
An Integrated Hybrid Convolutional-Support Vector Machine (CSVM) Model with the CWT Method for Hearing Disorder Detection using AEP Signals MN Islam, N Sulaiman, M Mustafa ELEKTRIKA-Journal of Electrical Engineering 23 (2), 123-129, 2024 | | 2024 |
Journal of Agriculture and Food Research M Ahiduzzaman, MN Islam, SFT Jannati, MA Ali, MM Hossain Journal of Agriculture and Food Research 16, 101184, 2024 | | 2024 |
EEG and EMG-Based Multimodal Driver Drowsiness Detection: A CWT and Improved VGG-16 Pipeline M Rashid, M Mustafa, N Sulaiman, MN Islam International Human Engineering Symposium, 339-350, 2023 | | 2023 |
Journal of Agriculture and Food Research MS Choudhury, MN Islam, MM Khan, M Ahiduzzaman, MMI Masum, ... Journal of Agriculture and Food Research 14, 100836, 2023 | | 2023 |
Diagnosis of Hearing Impairment Based on Wavelet Transformation and Machine Learning Approach MN Islam, N Sulaiman, M Mustafa Proceedings of the 6th International Conference on Electrical, Control and …, 2022 | | 2022 |