Підписатись
Iqbal H Sarker, PhD
Iqbal H Sarker, PhD
CUET | Swinburne University | University of Technology Sydney | Cyber Security CRC | ECU, Australia
Підтверджена електронна адреса в ecu.edu.au - Домашня сторінка
Назва
Посилання
Посилання
Рік
Machine Learning: Algorithms, Real-World Applications and Research Directions
IH Sarker
Journal: SN Computer Science, Springer Nature, Germany. 2 (3), 1-21, 2021
45752021
Deep Learning: A Comprehensive Overview on Techniques, Taxonomy, Applications and Research Directions
IH Sarker
Journal: SN Computer Science, Springer Nature, Germany. 2 (6), 1-20, 2021
22742021
AI-Based Modeling: Techniques, Applications and Research Issues Towards Automation, Intelligent and Smart Systems
IH Sarker
Journal: SN Computer Science, Springer Nature, Germany. 3 (2), 1-20, 2022
8462022
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, UK. 7 (1), 1-29, 2020
8292020
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
5362021
Data Science and Analytics: An Overview from Data-Driven Smart Computing, Decision-Making and Applications Perspective
IH Sarker
SN Computer Science, Springer Nature, 2021
5002021
IntruDTree: A Machine Learning based Cyber Security Intrusion Detection Model
IH Sarker, YB Abushark, F Alsolami, AI Khan
Symmetry, Switzerland., 2020
3652020
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
3452022
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
3092019
Deep cybersecurity: a comprehensive overview from neural network and deep learning perspective
IH Sarker
SN Computer Science 2 (3), 154, 2021
2412021
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
2122020
Machine learning for intelligent data analysis and automation in cybersecurity: current and future prospects
IH Sarker
Annals of Data Science, Springer Nature, Germany 10 (6), 1473-1498, 2022
1962022
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
1962020
Performance Analysis of Machine Learning Techniques to Predict Diabetes Mellitus
MF Faruque, Asaduzzaman, IH Sarker
IEEE ECCE, 2019
1792019
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
1522019
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
1512020
Smart City Data Science: Towards data-driven smart cities with open research issues
IH Sarker
Journal - Internet of Things, Elsevier, 100528, 2022
1392022
A Machine Learning based Robust Prediction Model for Real-life Mobile Phone Data
IH Sarker
Journal: Internet of Things (IoT), ScienceDirect, Elsevier, 2019
1272019
Transfer learning with fine-tuned deep CNN ResNet50 model for classifying COVID-19 from chest X-ray images
MB Hossain, SMHS Iqbal, MM Islam, MN Akhtar, IH Sarker
Journal: Informatics in Medicine Unlocked, Elsevier 30, 100916, 2022
1232022
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks
IH Sarker
Journal - Internet of Things, Elsevier, 2021
1222021
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