| A survey of machine and deep learning methods for internet of things (IoT) security MA Al-Garadi, A Mohamed, A Al-Ali, X Du, I Ali, M Guizani IEEE Communications Surveys & Tutorials, 2020 | 1026 | 2020 |
| Deep learning algorithms for human activity recognition using mobile and wearable sensor networks: State of the art and research challenges HF Nweke, YW Teh, MA Al-Garadi, UR Alo Expert Systems with Applications 105, 233-261, 2018 | 864 | 2018 |
| Cybercrime detection in online communications: The experimental case of cyberbullying detection in the Twitter network MA Al-garadi, KD Varathan, SD Ravana Computers in Human Behavior 63, 433-443, 2016 | 408 | 2016 |
| Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions HF Nweke, YW Teh, G Mujtaba, MA Al-Garadi Information Fusion 46, 147-170, 2019 | 372 | 2019 |
| The rise of ransomware and emerging security challenges in the Internet of Things I Yaqoob, E Ahmed, MH ur Rehman, AIA Ahmed, MA Al-garadi, M Imran, ... Computer Networks 129, 444-458, 2017 | 324 | 2017 |
| Deep learning-based breast cancer classification through medical imaging modalities: state of the art and research challenges G Murtaza, L Shuib, AWA Wahab, G Mujtaba, HF Nweke, MA Al-garadi, ... Artificial Intelligence Review, 1-66, 2019 | 258 | 2019 |
| Design challenges of multi-UAV systems in cyber-physical applications: A comprehensive survey and future directions R Shakeri, MA Al-Garadi, A Badawy, A Mohamed, T Khattab, AK Al-Ali, ... IEEE Communications Surveys & Tutorials 21 (4), 3340-3385, 2019 | 243 | 2019 |
| Using online social networks to track a pandemic: A systematic review MA Al-Garadi, MS Khan, KD Varathan, G Mujtaba, AM Al-Kabsi Journal of biomedical informatics 62, 1-11, 2016 | 215 | 2016 |
| Sentiment analysis of big data: methods, applications, and open challenges S Shayaa, NI Jaafar, S Bahri, A Sulaiman, PS Wai, YW Chung, AZ Piprani, ... Ieee Access 6, 37807-37827, 2018 | 203 | 2018 |
| Predicting cyberbullying on social media in the big data era using machine learning algorithms: review of literature and open challenges MA Al-Garadi, MR Hussain, N Khan, G Murtaza, HF Nweke, I Ali, ... IEEE Access 7, 70701-70718, 2019 | 153 | 2019 |
| Self-reported COVID-19 symptoms on Twitter: An analysis and a research resource A Sarker, S Lakamana, W Hogg-Bremer, A Xie, MA Al-Garadi, YC Yang Journal of the American Medical Informatics Association, 2020 | 151 | 2020 |
| Email classification research trends: review and open issues G Mujtaba, L Shuib, RG Raj, N Majeed, MA Al-Garadi IEEE Access 5, 9044-9064, 2017 | 137 | 2017 |
| Identification of influential spreaders in online social networks using interaction weighted K-core decomposition method MA Al-garadi, KD Varathan, SD Ravana Physica A: Statistical Mechanics and its Applications 468, 278-288, 2017 | 128 | 2017 |
| Analysis of online social network connections for identification of influential users: Survey and open research issues MA Al-Garadi, KD Varathan, SD Ravana, E Ahmed, G Mujtaba, ... ACM Computing Surveys (CSUR) 51 (1), 1-37, 2018 | 114 | 2018 |
| Dynamic butterfly optimization algorithm for feature selection M Tubishat, M Alswaitti, S Mirjalili, MA Al-Garadi, TA Rana IEEE Access 8, 194303-194314, 2020 | 101 | 2020 |
| Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges R Jahangir, YW Teh, HF Nweke, G Mujtaba, MA Al-Garadi, I Ali Expert Systems with Applications 171, 114591, 2021 | 87 | 2021 |
| Text classification models for the automatic detection of nonmedical prescription medication use from social media MA Al-Garadi, YC Yang, H Cai, Y Ruan, K O’Connor, GH Graciela, ... BMC medical informatics and decision making 21, 1-13, 2021 | 73 | 2021 |
| Overview of the sixth social media mining for health applications (# smm4h) shared tasks at naacl 2021 A Magge, A Klein, A Miranda-Escalada, MA Al-Garadi, I Alimova, ... Proceedings of the Sixth Social Media Mining for Health (# SMM4H) Workshop …, 2021 | 69 | 2021 |
| Application of Machine Learning Methods in Mental Health Detection: A Systematic Review R Abd Rahman, K Omar, SAM Noah, MSNM Danuri, MA Al-Garadi IEEE Access 8, 183952-183964, 2020 | 69 | 2020 |
| Multi-sensor fusion based on multiple classifier systems for human activity identification HF Nweke, YW Teh, G Mujtaba, UR Alo, MA Al-garadi Human-centric Computing and Information Sciences 9, 1-44, 2019 | 67 | 2019 |
Abeed SarkerEmory University School of MedicineVerified email at dbmi.emory.edu
