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 | 373 | 2021 |
Frequency Bands Effects on QRS Detection. M Elgendi, M Jonkman, F De Boer Biosignals 2003, 2002, 2010 | 173 | 2010 |
Toward a heuristic optimum design of rolling schedules for tandem cold rolling mills DD Wang, AK Tieu, FG De Boer, B Ma, WYD Yuen Engineering Applications of Artificial Intelligence 13 (4), 397-406, 2000 | 111 | 2000 |
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 | 65 | 2019 |
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 | 63 | 2023 |
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 | 63 | 2021 |
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 | 59 | 2022 |
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 | 54 | 2023 |
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 | 51 | 2019 |
Heart rate variability and the acceleration plethysmogram signals measured at rest M Elgendi, M Jonkman, F DeBoer Biomedical Engineering Systems and Technologies: Third International Joint …, 2011 | 51 | 2011 |
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 | 50 | 2018 |
Improved QRS detection algorithm using dynamic thresholds M Elgendi, M Jonkman, F De Boer International journal of hybrid information technology 2 (1), 65-80, 2009 | 50 | 2009 |
R wave detection using Coiflets wavelets M Elgendi, M Jonkman, F De Boer 2009 IEEE 35th Annual Northeast Bioengineering Conference, 1-2, 2009 | 47 | 2009 |
A systematic literature review of authentication in Internet of Things for heterogeneous devices S Kavianpour, B Shanmugam, S Azam, M Zamani, G Narayana Samy, ... Journal of Computer Networks and Communications 2019 (1), 5747136, 2019 | 42 | 2019 |
An intelligent spam detection model based on artificial immune system AJ Saleh, A Karim, B Shanmugam, S Azam, K Kannoorpatti, M Jonkman, ... Information 10 (6), 209, 2019 | 38 | 2019 |
A comprehensive unsupervised framework for chronic kidney disease prediction L Antony, S Azam, E Ignatious, R Quadir, AR Beeravolu, M Jonkman, ... IEEE Access 9, 126481-126501, 2021 | 37 | 2021 |
A robust QRS complex detection algorithm using dynamic thresholds M Elgendi, S Mahalingam, M Jonkman, F De Boer International Symposium on Computer Science and its Applications, 153-158, 2008 | 35 | 2008 |
Factors affecting staff turnover of young academics: Job embeddedness and creative work performance in higher academic institutions IA Shah, A Yadav, F Afzal, SMZA Shah, D Junaid, S Azam, M Jonkman, ... Frontiers in Psychology 11, 570345, 2020 | 34 | 2020 |
TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification T Ilyas, ZI Mannan, A Khan, S Azam, H Kim, F De Boer Neural Networks 151, 1-15, 2022 | 32 | 2022 |
Heart rate variability measurement using the second derivative photoplethysmogram M Elgendi, M Jonkman, F DeBoer International Conference on Bio-inspired Systems and Signal Processing 2, 82-87, 2010 | 31 | 2010 |