Machine Learning: Algorithms, Real-World Applications and Research Directions IH Sarker Journal: SN Computer Science, Springer Nature 2 (3), 1-21, 2021 | 2901 | 2021 |
Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions IH Sarker Journal: SN Computer Science, Springer Nature 2 (6), 1-20, 2021 | 1352 | 2021 |
Cybersecurity Data Science: An Overview from Machine Learning Perspective IH Sarker, A Kayes, S Badsha, H Alqahtani, P Watters, A Ng Journal of Big data, Springer Nature 7 (1), 1-29, 2020 | 573 | 2020 |
AI-Based Modeling: Techniques, Applications and Research Issues Towards Automation, Intelligent and Smart Systems IH Sarker SN Computer Science, Springer Nature 3 (2), 1-20, 2022 | 452 | 2022 |
AI-Driven Cybersecurity: An Overview, Security Intelligence Modeling and Research Directions IH Sarker, MH Furhad, R Nowrozy SN Computer Science, Springer Nature 2 (3), 1-18, 2021 | 335 | 2021 |
Data Science and Analytics: An Overview from Data-Driven Smart Computing, Decision-Making and Applications Perspective IH Sarker SN Computer Science, Springer Nature, 2021 | 294 | 2021 |
IntruDTree: A Machine Learning based Cyber Security Intrusion Detection Model IH Sarker, YB Abushark, F Alsolami, AI Khan Symmetry, Switzerland., 2020 | 259 | 2020 |
Effectiveness analysis of machine learning classification models for predicting personalized context-aware smartphone usage IH Sarker, A Kayes, P Watters Journal of Big Data, Springer Nature 6 (1), 1-28, 2019 | 251 | 2019 |
Internet of Things (IoT) Security Intelligence: A Comprehensive Overview, Machine Learning Solutions and Research Directions IH Sarker, AI Khan, YB Abushark, F Alsolami Journal: Mobile Networks and Applications, Springer Nature, 1-17, 2022 | 204 | 2022 |
Deep cybersecurity: a comprehensive overview from neural network and deep learning perspective IH Sarker SN Computer Science 2 (3), 154, 2021 | 175 | 2021 |
Mobile Data Science and Intelligent Apps: Concepts, AI-Based Modeling and Research Directions IH Sarker, MM Hoque, MK Uddin, T Alsanoosy Journal: Mobile Networks and Applications, Springer Nature, 1-19, 2020 | 161 | 2020 |
Performance Analysis of Machine Learning Techniques to Predict Diabetes Mellitus MF Faruque, Asaduzzaman, IH Sarker IEEE ECCE, 2019 | 158 | 2019 |
Cyber intrusion detection using machine learning classification techniques H Alqahtani, IH Sarker, A Kalim, M Hossain, S Md, S Ikhlaq, S Hossain International Conference on Computing Science, Communication and Security …, 2020 | 146 | 2020 |
BehavDT: A Behavioral Decision Tree Learning to Build User-Centric Context-Aware Predictive Model IH Sarker, A Colman, J Han, AK Abushark, Yoosef, K Salah Journal: Mobile Networks and Applications, Netherlands. Springer Nature, 2019 | 131 | 2019 |
AquaVision: Automating the detection of waste in water bodies using deep transfer learning H Panwar, PK Gupta, MK Siddiqui, RM Morales, P Bhardwaj, IH Sarker Journal: Case Studies in Chemical and Environmental Engineering, Elsevier …, 2020 | 112 | 2020 |
Context-Aware Rule Learning from Smartphone Data: Survey, Challenges and Future Directions IH Sarker Journal of Big Data, Springer Nature, UK, 2019 | 110 | 2019 |
A Machine Learning based Robust Prediction Model for Real-life Mobile Phone Data IH Sarker Journal: Internet of Things (IoT), ScienceDirect, Elsevier, 2019 | 108 | 2019 |
Machine learning for intelligent data analysis and automation in cybersecurity: current and future prospects IH Sarker Annals of Data Science 10 (6), 1473-1498, 2022 | 98 | 2022 |
Combined DWT-DCT based digital image watermarking technique for copyright protection K Deb, MS Al-Seraj, MM Hoque, IH Sarker IEEE International Conference on Electrical & Computer Engineering (ICECE …, 2012 | 96 | 2012 |
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks IH Sarker Journal - Internet of Things, Elsevier, 2021 | 90 | 2021 |