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Zakaria Neili

Observed names: Neili Zakaria, Neili, Zakaria, Z. Neili, Zakaria NEILI
Observed institution: Badji Mokhtar-Annaba University
ORCID: 0000-0001-5217-4043
Observed ORCID: 0000-0001-5217-4043
OpenAlex ID: A5009044671
Three ResNet Deep Learning Architectures Applied in Pulmonary Pathologies Classification
2021 · Neili Zakaria, Fezari Mohamed, et al. · International Conference on Artificial Intelligence for Cyber Security Systems and Privacy (AI-CSP) · 40
VGG16, ResNet-50, and GoogLeNet Deep Learning Architecture for Breathing Sound Classification: A Comparative Study
2021 · Neili Zakaria, Fezari Mohamed, et al. · International Conference on Artificial Intelligence for Cyber Security Systems and Privacy (AI-CSP) · 34
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
2022 · Zakaria Neili, Kenneth Sundaraj · Biomedizinische Technik/Biomedical Engineering · 22
ELM and K-nn machine learning in classification of breath sounds signals
2020 · Z. Neili, M. Fezari, et al. · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 20
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Analysis of Acoustic Parameters from Respiratory Signal in COPD and Pneumonia patients
2018 · Zakaria NEILI, Mohamed FEZARI, et al. · International Conference on Signal, Image, Vision and their Applications (SIVA) · 13
Gammatonegram based Pulmonary Pathologies Classification using Convolutional Neural Networks
2022 · Zakaria Neili, Kenneth Sundaraj · International Multi-Conference on Systems, Signals & Devices (SSD) · 7
Addressing Varying Lengths in PCG Signal Classification with BiLSTM Model and MFCC Features
2024 · Zakaria Neili, Kenneth Sundaraj · International Conference on Image and Signal Processing and their Applications (ISPA) · 6
VGG16-Based Deep Learning Architectures for Classification of Lung Sounds into Normal, Crackles, and Wheezes using Gammatonegrams
2023 · Neili Zakaria, Kenneth Sundaraj · 6
Leveraging CQT-VMD and pre-trained AlexNet architecture for accurate pulmonary disease classification from lung sound signals
2025 · Zakaria Neili, Kenneth Sundaraj · Applied Intelligence · 3
Robust X-ray Image Classification using Vision Transformers: A Comparative Study with Convolutional Neural Networks
2025 · Dahdouh Mohcen, Harrat Nadim, et al. · International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) · 1
Layernaut Studio
2026 · Neili, Zakaria · Zenodo (CERN European Organization for Nuclear Research)
A Comparative Study of CNN and CBAM-Based Image Classification for Covid-19 and Chest Cancer Detection
2026 · Zakaria Neili, Kenneth Sundaraj · International Multi-Conference on Systems, Signals & Devices (SSD)
Application of Deep Learning Algorithms in Lung Sound Classification: A Systematic Review Since 2015
2025 · Zakaria Neili, Kenneth Sundaraj · International Journal of Electronics and Communication Engineering
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Works count: 13
Citation count: 152
H-index: 6
I10-index: 5
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