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Sami Azam
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Efficient prediction of cardiovascular disease using machine learning algorithms with relief and LASSO feature selection techniques
P Ghosh, S Azam, M Jonkman, A Karim, FMJM Shamrat, E Ignatious, ...
IEEE Access 9, 19304-19326, 2021
3712021
A comprehensive survey for intelligent spam email detection
A Karim, S Azam, B Shanmugam, K Kannoorpatti, M Alazab
Ieee Access 7, 168261-168295, 2019
2372019
Intrusion detection system for the internet of things based on blockchain and multi-agent systems
C Liang, B Shanmugam, S Azam, A Karim, A Islam, M Zamani, ...
Electronics 9 (7), 1120, 2020
1312020
COVID-19 detection using deep learning algorithm on chest X-ray images
S Akter, FMJM Shamrat, S Chakraborty, A Karim, S Azam
Biology 10 (11), 1174, 2021
1142021
Machine learning based PV power generation forecasting in alice springs
K Mahmud, S Azam, A Karim, S Zobaed, B Shanmugam, D Mathur
IEEE Access 9, 46117-46128, 2021
952021
Preprocessing of breast cancer images to create datasets for deep-CNN
AR Beeravolu, S Azam, M Jonkman, B Shanmugam, K Kannoorpatti, ...
IEEE Access 9, 33438-33463, 2021
822021
A review of threat modelling approaches for APT-style attacks
M Tatam, B Shanmugam, S Azam, K Kannoorpatti
Heliyon 7 (1), 2021
782021
Integrating social media as cooperative learning tool in higher education classrooms: An empirical study
M Hamadi, J El-Den, S Azam, N Sriratanaviriyakul
Journal of King Saud University-Computer and Information Sciences 34 (6 …, 2022
772022
AcneNet-a deep CNN based classification approach for acne classes
MS Junayed, AA Jeny, ST Atik, N Neehal, A Karim, S Azam, ...
2019 12th International Conference on Information & Communication Technology …, 2019
712019
Timedistributed-cnn-lstm: A hybrid approach combining cnn and lstm to classify brain tumor on 3d mri scans performing ablation study
S Montaha, S Azam, AKMRH Rafid, MZ Hasan, A Karim, A Islam
IEEE Access 10, 60039-60059, 2022
692022
BreastNet18: a high accuracy fine-tuned VGG16 model evaluated using ablation study for diagnosing breast cancer from enhanced mammography images
S Montaha, S Azam, AKMRH Rafid, P Ghosh, MZ Hasan, M Jonkman, ...
Biology 10 (12), 1347, 2021
642021
High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray images
FMJM Shamrat, S Azam, A Karim, K Ahmed, FM Bui, F De Boer
Computers in Biology and Medicine 155, 106646, 2023
632023
Intrusion detection system for Internet of Things based on a machine learning approach
C Liang, B Shanmugam, S Azam, M Jonkman, F De Boer, ...
2019 International Conference on Vision Towards Emerging Trends in …, 2019
632019
A performance based study on deep learning algorithms in the effective prediction of breast cancer
P Ghosh, S Azam, KM Hasib, A Karim, M Jonkman, A Anwar
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
612021
LungNet22: a fine-tuned model for multiclass classification and prediction of lung disease using X-ray images
FMJM Shamrat, S Azam, A Karim, R Islam, Z Tasnim, P Ghosh, F De Boer
Journal of Personalized Medicine 12 (5), 680, 2022
582022
A systematic literature review on privacy by design in the healthcare sector
FH Semantha, S Azam, KC Yeo, B Shanmugam
Electronics 9 (3), 452, 2020
562020
Efficient clustering of emails into spam and ham: The foundational study of a comprehensive unsupervised framework
A Karim, S Azam, B Shanmugam, K Kannoorpatti
IEEE Access 8, 154759-154788, 2020
552020
AlzheimerNet: An effective deep learning based proposition for alzheimer’s disease stages classification from functional brain changes in magnetic resonance images
FMJM Shamrat, S Akter, S Azam, A Karim, P Ghosh, Z Tasnim, KM Hasib, ...
IEEE Access 11, 16376-16395, 2023
542023
Blockchain-based electronic health records management: a comprehensive review and future research direction
A Al Mamun, S Azam, C Gritti
IEEE Access 10, 5768-5789, 2022
522022
Comparative analysis of different techniques of encryption for secured data transmission
AV Mota, S Azam, B Shanmugam, KC Yeo, K Kannoorpatti
2017 IEEE International Conference on Power, Control, Signals and …, 2017
522017
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Articles 1–20