Items where Author is "Hossain, Mirza Mahfuj"

Hasan, Md Mahmudul and Hossain, Mirza Mahfuj and Norizam, Sulaiman and Islam, Md Nahidul and Khandaker, Sayma (2024) Automatic microsleep detection based on KNN classifier utilizing selected and effective EEG channels. Jurnal Teknologi, 86 (6). pp. 165-177. ISSN 2180-3722. (Published)

Hasan, Md Mahmudul and Khandaker, Sayma and Norizam, Sulaiman and Hossain, Mirza Mahfuj and Islam, Ashraful (2024) Addressing imbalanced EEG data for improved microsleep detection: An ADASYN, FFT and LDA-based approach. Diyala Journal of Engineering Sciences, 17 (3). 45 -57. ISSN 1999-8716. (Published)

Hossain, Mirza Mahfuj and Hasan, Md Mahmudul and Islam, Ashraful and Norizam, Sulaiman (2024) Brain MRI image classification for tumor detection using integrated hybrid convolutional k-nearest neighbor model. Journal of Soft Computing and Data Mining, 5 (2). pp. 83-95. ISSN 2716-621X. (Published)

Hasan, Md Mahmudul and Islam, Md Nahidul and Khandaker, Sayma and Norizam, Sulaiman and Islam, Ashraful and Hossain, Mirza Mahfuj (2024) Ensemble-based machine learning models for vehicle drivers’ fatigue state detection utilizing EEG signals. Facta Universitatis, Series: Electronics and Energetics, 37 (4). pp. 671-686. ISSN 0353-3670. (Published)

Hasan, Md Mahmudul and Hossain, Mirza Mahfuj and Norizam, Sulaiman and Khandaker, Sayma (2024) Microsleep Predicting Comparison Between LSTM and ANN Based on the Analysis of Time Series EEG Signal. Journal of Telecommunication, Electronic and Computer Engineering, 16 (1). pp. 1-7. ISSN 2180-1843 (Print); 2289-8131 (Online). (Published)

Hasan, Md Mahmudul and Hossain, Mirza Mahfuj and Norizam, Sulaiman (2023) Fatigue State Detection Through Multiple Machine Learning Classifiers Using EEG Signal. Applications of Modelling and Simulation, 7. pp. 178-189. ISSN 2600-8084. (Published)