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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
3402021
A comprehensive survey for intelligent spam email detection
A Karim, S Azam, B Shanmugam, K Kannoorpatti, M Alazab
Ieee Access 7, 168261-168295, 2019
2232019
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
1192020
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
1002021
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
902021
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
762021
A review of threat modelling approaches for APT-style attacks
M Tatam, B Shanmugam, S Azam, K Kannoorpatti
Heliyon 7 (1), 2021
742021
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
702022
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
672019
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
602019
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
592022
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
572021
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
562021
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
532023
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
532022
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
512020
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
502020
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
472017
Critical review of machine learning approaches to apply big data analytics in DDoS forensics
KS Hoon, KC Yeo, S Azam, B Shunmugam, F De Boer
2018 International Conference on Computer Communication and Informatics …, 2018
462018
An overview of blockchain applications and attacks
RR Vokerla, B Shanmugam, S Azam, A Karim, F De Boer, M Jonkman, ...
2019 international conference on vision towards emerging trends in …, 2019
452019
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Articles 1–20