| 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 (1), 19304-19326, 2021 | 495 | 2021 |
| A Comprehensive Survey for Intelligent Spam Email Detection A Karim, S Azam, B Shanmugam, K Kannoorpatti, M Alazab IEEE Access 7 (1), 168261-168295, 2019 | 287 | 2019 |
| 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, ... MDPI: Electronics 9 (7), 1-27, 2020 | 165 | 2020 |
| COVID-19 Detection Using Deep Learning Algorithm on Chest X-ray Images S Akter, FMJM Shamrat, S Chakraborty, A Karim, S Azam MDPI: Biology 10 (11), 1174, 2021 | 153 | 2021 |
| 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 (1), 46117-46128, 2021 | 151 | 2021 |
| 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 Elsevier: Computers in Biology and Medicine 155, 106646, 2023 | 122 | 2023 |
| 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 (1), 16376-16395, 2023 | 114 | 2023 |
| 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 (1), 60039-60059, 2022 | 114 | 2022 |
| 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, FD Boer MDPI: Journal of Personalized Medicine 12 (5), 2022 | 89 | 2022 |
| AcneNet - A Deep CNN Based Classification Approach for Acne Classes MS Junayed, AA Jeny, ST Atik, N Neehal, A Karim, S Azam, ... 12th IEEE Intl. Conference (Indonesia) on Information & Communication …, 2019 | 89 | 2019 |
| Deep Learning Predictive Model for Colon Cancer Patient Using CNN-based Classification Z Tasnim, S Chakraborty, FMJM Shamrat, AN Chowdhury, HA Nuha, ... International Journal of Advanced Computer Science and Applications 12 (8), 2021 | 82 | 2021 |
| A Comparative Study of Different Machine Learning Tools in Detecting Diabetes P Ghosh, S Azam, A Karim, M Hassan, K Roy, M Jonkman Elsevier: Procedia Computer Science 192, 467-477, 2021 | 69 | 2021 |
| 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 (1), 154759-154788, 2020 | 68 | 2020 |
| An Overview of Blockchain Applications and Attacks RR Vokerla, B Shanmugam, S Azam, A Karim, FD Boer, M Jonkman, ... 2019 IEEE Intl. Conference (India) on Vision Towards Emerging Trends in …, 2019 | 68 | 2019 |
| 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 IEEE Intl. Joint Conference (China) on Neural Networks (IJCNN 2021), 2021 | 65 | 2021 |
| Expert Cancer Model Using Supervised Algorithms with a LASSO Selection Approach P Ghosh, A Karim, ST Atik, S Afrin, M Saifuzzaman International Journal of Electrical and Computer Engineering (IJECE) 11 (3 …, 2021 | 60 | 2021 |
| Shot-Net: A Convolutional Neural Network for Classifying Different Cricket Shots FA Ahmed, MS Islam, A Karim, N Neehal Springer: Communications in Computer and Information Science (CCIS), Vol …, 2019 | 59* | 2019 |
| Use of Efficient Machine Learning Techniques in the Identification of Patients with Heart Diseases P Ghosh, S Azam, A Karim, M Jonkman, MDZ Hasan 5th ACM Intl. Conference (USA) on Information System and Data Mining …, 2021 | 49 | 2021 |
| A Novel IoT Based Accident Detection and Rescue System P Karmokar, S Bairagi, A Mondal, FN Nur, NN Moon, A Karim, KC Yeo 3rd IEEE Intl. Conference (India) on Smart Systems and Inventive Technology, 2020 | 49 | 2020 |
| MCNN-LSTM: Combining CNN and LSTM to Classify Multi-Class Text in Imbalanced News Data KM Hasib, S Azam, A Karim, A Al Marouf, FMJM Shamrat, S Montaha, ... IEEE Access 11 (1), 93048-93063, 2023 | 48 | 2023 |
Sami AzamProfessor, Charles Darwin UniversityVerified email at cdu.edu.au
