Items where Author is "Neili, Zakaria"
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Neili, Zakaria and Sundaraj, Kenneth (2025) Leveraging CQT-VMD and pre-trained AlexNet architecture for accurate pulmonary disease classification from lung sound signals. Applied Intelligence, 55 (6). pp. 1-19. ISSN 0924-669X
Sundaraj, Kenneth and Neili, Zakaria (2025) Application of deep learning algorithms in lung sound classification: A systematic review since 2015. SSRG International Journal of Electronics and Communication Engineering, 12 (4). pp. 204-214. ISSN 2348-8549 (In Press)
Sundaraj, Kenneth and Neili, Zakaria (2024) Addressing varying lengths in PCG signal classification with BiLSTM model and MFCC features. In: 2024 8th International Conference on Image and Signal Processing and their Applications (ISPA), 21 April 2024 through 22 April 2024, Biskra, Algeria.
Neili, Zakaria and Sundaraj, Kenneth (2022) A comparative study of the spectrogram, scalogram, melspectrogram and gammatonegram time-frequency representations for the classification of lung sounds using the ICBHI database based on CNNs. Biomedizinische Technik, 67 (5). pp. 367-390. ISSN 1862-278X