Virtual Community Detection Through the Association between Prime Nodes in Online Social Networks and Its Application to Ranking Algorithms. - Muhammad Sadiq Khan; Ainuddin Wahid Abdul Wahab; Tutut Herawan; Ghulam Mujtaba 001; Sani Danjuma; Mohammed Ali Al-garadi (IEEE Access, 2016)

Cybercrime detection in online communications: The experimental case of cyberbullying detection in the Twitter network. - Mohammed Ali Al-garadi; Kasturi Dewi Varathan; Sri Devi Ravana (Comput. Hum. Behav., 2016)

Using online social networks to track a pandemic: A systematic review. - Mohammed Ali Al-garadi; Muhammad Sadiq Khan; Kasturi Dewi Varathan; Ghulam Mujtaba 001; Abdelkodose M. Al-Kabsi (J. Biomed. Informatics, 2016)

Identifying the influential spreaders in multilayer interactions of online social networks. - Mohammed Ali Al-garadi; Kasturi Dewi Varathan; Sri Devi Ravana; Ejaz Ahmed 003; Victor Chang 001 (J. Intell. Fuzzy Syst., 2016)

Social Media Sentiment Analysis of Consumer Purchasing Behavior vs Consumer Confidence Index. - Shahid Shayaa; Mohammed Ali Al-garadi; Arsalan Zahid Piprani; Muhammad Ashraf; Ainin Sulaiman (BDIOT, 2017)

Hierarchical Text Classification of Autopsy Reports to Determine MoD and CoD Through Term-Based and Concepts-Based Features. - Ghulam Mujtaba 001; Nor Liyana Mohd Shuib; Ram Gopal Raj; Mohammed Ali Al-garadi; Retnagowri Rajandram; Khairunisa Shaikh (ICDM, 2017)

Concept of Entire Boolean Values Recalculation From Aggregates in the Preprocessed Category of Incomplete Soft Sets. - Muhammad Sadiq Khan; Tutut Herawan; Ainuddin Wahid Abdul Wahab; Ghulam Mujtaba 001; Mohammed Ali Al-garadi (IEEE Access, 2017)

Email Classification Research Trends: Review and Open Issues. - Ghulam Mujtaba 001; Nor Liyana Mohd Shuib; Ram Gopal Raj; Nahdia Majeed; Mohammed Ali Al-garadi (IEEE Access, 2017)

The rise of ransomware and emerging security challenges in the Internet of Things. - Ibrar Yaqoob; Ejaz Ahmed 003; Muhammad Habib Ur Rehman; Abdelmuttlib Ibrahim Abdallaahmed; Mohammed Ali Al-garadi; Muhammad Imran 001; Mohsen Guizani (Comput. Networks, 2017)

Sentiment Analysis of Big Data: Methods, Applications, and Open Challenges. - Shahid Shayaa; Noor Ismawati Jaafar; Shamshul Bahri; Ainin Sulaiman; Seuk Wai Phoong; Wai Chung Yeong; Arsalan Zahid Piprani; Mohammed Ali Al-garadi (IEEE Access, 2018)

A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security. - Mohammed Ali Al-Garadi; Amr Mohamed 001; Abdulla K. Al-Ali; Xiaojiang Du; Mohsen Guizani (CoRR, 2018)

Analysis of Online Social Network Connections for Identification of Influential Users: Survey and Open Research Issues. - Mohammed Ali Al-garadi; Kasturi Dewi Varathan; Sri Devi Ravana; Ejaz Ahmed 003; Ghulam Mujtaba 001; Muhammad Usman Shahid Khan; Samee U. Khan (ACM Comput. Surv., 2018)

Deep learning algorithms for human activity recognition using mobile and wearable sensor networks: State of the art and research challenges. - Henry Friday Nweke; Ying Wah Teh; Mohammed Ali Al-garadi; Uzoma Rita Alo (Expert Syst. Appl., 2018)

Classification of forensic autopsy reports through conceptual graph-based document representation model. - Ghulam Mujtaba 001; Nor Liyana Mohd Shuib; Ram Gopal Raj; Retnagowri Rajandram; Khairunisa Shaikh; Mohammed Ali Al-garadi (J. Biomed. Informatics, 2018)

Predicting Cyberbullying on Social Media in the Big Data Era Using Machine Learning Algorithms: Review of Literature and Open Challenges. - Mohammed Ali Al-Garadi; Mohammad Rashid Hussain; Nawsher Khan; Ghulam Murtaza 002; Henry Friday Nweke; Ihsan Ali; Ghulam Mujtaba 001; Haruna Chiroma; Hasan Ali Khattak; Abdullah Gani (IEEE Access, 2019)

Recent advances in mobile touch screen security authentication methods: A systematic literature review. - Tahir Musa Ibrahim; Shafii Muhammad Abdulhamid; Ala Abdulsalam Alarood; Haruna Chiroma; Mohammed Ali Al-garadi; Nadim Rana; Amina Nuhu Muhammad; Adamu I. Abubakar; Khalid Haruna; Lubna Abdel Kareim Gabralla (Comput. Secur., 2019)

Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey and Future Directions. - Reza Shakeri; Mohammed Ali Al-Garadi; Ahmed Badawy; Amr Mohamed 001; Tamer Khattab; Abdulla K. Al-Ali; Khaled A. Harras; Mohsen Guizani (IEEE Commun. Surv. Tutorials, 2019)

Multi-sensor fusion based on multiple classifier systems for human activity identification. - Henry Friday Nweke; Ying Wah Teh; Ghulam Mujtaba 001; Uzoma Rita Alo; Mohammed Ali Al-garadi (Hum. centric Comput. Inf. Sci., 2019)

Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions. - Henry Friday Nweke; Ying Wah Teh; Ghulam Mujtaba 001; Mohammed Ali Al-garadi (Inf. Fusion, 2019)

Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets. - Yuting Guo; Xiangjue Dong; Mohammed Ali Al-Garadi; Abeed Sarker; Cécile Paris; Diego Mollá Aliod (ALTA, 2020)

Emory at WNUT-2020 Task 2: Combining Pretrained Deep Learning Models and Feature Enrichment for Informative Tweet Identification. - Yuting Guo; Mohammed Ali Al-Garadi; Abeed Sarker (W-NUT@EMNLP, 2020)

Automatic Breast Cancer Cohort Detection from Social Media for Studying Factors Affecting Patient-Centered Outcomes. - Mohammed Ali Al-Garadi; Yuan-Chi Yang; Sahithi Lakamana; Jie Lin; Sabrina Li; Angel Xie; Whitney Hogg-Bremer; Mylin Torres; Imon Banerjee; Abeed Sarker (AIME, 2020)

A Survey on Deep Learning for Steering Angle Prediction in Autonomous Vehicles. - Usman Manzo Gidado; Haruna Chiroma; Nahla Aljojo; Saidu Abubakar; Segun I. Popoola; Mohammed Ali Al-Garadi (IEEE Access, 2020)

Application of Machine Learning Methods in Mental Health Detection: A Systematic Review. - Rohizah Abd Rahman; Khairuddin Omar; Shahrul Azman Mohd. Noah; Mohd Shahrul Nizam Mohd Danuri; Mohammed Ali Al-Garadi (IEEE Access, 2020)

Dynamic Butterfly Optimization Algorithm for Feature Selection. - Mohammad Tubishat; Mohammed Alswaitti; Seyedali Mirjalili; Mohammed Ali Al-Garadi; Ma'en Tayseer Alrashdan; Toqir Ahmad Rana (IEEE Access, 2020)

Deep learning-based breast cancer classification through medical imaging modalities: state of the art and research challenges. - Ghulam Murtaza 002; Liyana Shuib; Ainuddin Wahid Abdul Wahab; Ghulam Mujtaba 001; Henry Friday Nweke; Mohammed Ali Al-garadi; Fariha Zulfiqar; Ghulam Raza; Nor Aniza Azmi (Artif. Intell. Rev., 2020)

A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security. - Mohammed Ali Al-Garadi; Amr Mohamed 001; Abdulla K. Al-Ali; Xiaojiang Du; Ihsan Ali; Mohsen Guizani (IEEE Commun. Surv. Tutorials, 2020)

A Light-Weight Text Summarization System for Fast Access to Medical Evidence. - Abeed Sarker; Yuan-Chi Yang; Mohammed Ali Al-Garadi; Aamir Abbas (Frontiers Digit. Health, 2020)

Self-reported COVID-19 symptoms on Twitter: an analysis and a research resource. - Abeed Sarker; Sahithi Lakamana; Whitney Hogg-Bremer; Angel Xie; Mohammed Ali Al-Garadi; Yuan-Chi Yang (J. Am. Medical Informatics Assoc., 2020)

Early survey with bibliometric analysis on machine learning approaches in controlling COVID-19 outbreaks. - Haruna Chiroma; Absalom E. Ezugwu; Fatsuma Jauro; Mohammed Ali Al-garadi; Idris N. Abdullahi; Liyana Shuib (PeerJ Comput. Sci., 2020)

Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications. - Yuting Guo; Yao Ge 003; Mohammed Ali Al-Garadi; Abeed Sarker (SMM4H@NAACL-HLT, 2021)

Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021. - Arjun Magge; Ari Z. Klein; Antonio Miranda-Escalada; Mohammed Ali Al-Garadi; Ilseyar Alimova; Zulfat Miftahutdinov; Eulàlia Farré; Salvador Lima-López; Ivan Flores; Karen O'Connor; Davy Weissenbacher; Elena Tutubalina; et al. (SMM4H@NAACL-HLT, 2021)

Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter. - Samah Jamal Fodeh; Mohammed Ali Al-Garadi; Osama Elsankary; Jeanmarie Perrone; William Becker; Abeed Sarker (Comput. Biol. Medicine, 2021)

Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges. - Rashid Jahangir; Ying Wah Teh; Henry Friday Nweke; Ghulam Mujtaba 001; Mohammed Ali Al-Garadi; Ihsan Ali (Expert Syst. Appl., 2021)

Text classification models for the automatic detection of nonmedical prescription medication use from social media. - Mohammed Ali Al-Garadi; Yuan-Chi Yang; Haitao Cai; Yucheng Ruan; Karen O'Connor; Graciela Gonzalez-Hernandez; Jeanmarie Perrone; Abeed Sarker (BMC Medical Informatics Decis. Mak., 2021)

A comparison of few-shot and traditional named entity recognition models for medical text. - Yao Ge 003; Yuting Guo; Yuan-Chi Yang; Mohammed Ali Al-Garadi; Abeed Sarker (ICHI, 2022)

Natural language model for automatic identification of Intimate Partner Violence reports from Twitter. - Mohammed Ali Al-Garadi; Sangmi Kim; Yuting Guo; Elise Warren; Yuan-Chi Yang; Sahithi Lakamana; Abeed Sarker (Array, 2022)

Few-shot learning for medical text: A systematic review. - Yao Ge 003; Yuting Guo; Yuan-Chi Yang; Mohammed Ali Al-Garadi; Abeed Sarker (CoRR, 2022)

Deepluenza: Deep learning for influenza detection from Twitter. - Balsam Alkouz; Zaher Al Aghbari; Mohammed Ali Al-Garadi; Abeed Sarker (Expert Syst. Appl., 2022)

Data Augmentation with Nearest Neighbor Classifier for Few-Shot Named Entity Recognition. - Yao Ge 003; Mohammed Ali Al-Garadi; Abeed Sarker (MedInfo, 2023)

Adopting the Multi-answer Questioning Task with an Auxiliary Metric for Extreme Multi-label Text Classification Utilizing the Label Hierarchy. - Li Wang; Ying Wah Teh; Mohammed Ali Al-Garadi (CoRR, 2023)

Machine Learning Applications in Studying Mental Health Among Immigrants and Racial and Ethnic Minorities: A Systematic Review. - Khushbu Khatri Park; Abdulaziz Ahmed; Mohammed Ali Al-Garadi (CoRR, 2023)

Survey of Machine Learning based intrusion detection methods for Internet of Medical Things. - Ayoub Si-Ahmed; Mohammed Ali Al-Garadi; Boustia Narhimene (Appl. Soft Comput., 2023)

Few-shot learning for medical text: A review of advances, trends, and opportunities. - Yao Ge 003; Yuting Guo; Sudeshna Das 002; Mohammed Ali Al-Garadi; Abeed Sarker (J. Biomed. Informatics, 2023)

Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems. - Ayoub Si-Ahmed; Mohammed Ali Al-Garadi; Boustia Narhimene (CoRR, 2024)

Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media. - Yao Ge 003; Sudeshna Das 002; Karen O'Connor; Mohammed Ali Al-Garadi; Graciela Gonzalez-Hernandez; Abeed Sarker (CoRR, 2024)

Evaluating large language models for health-related text classification tasks with public social media data. - Yuting Guo; Anthony Ovadje; Mohammed Ali Al-Garadi; Abeed Sarker (J. Am. Medical Informatics Assoc., 2024)

Machine learning applications in studying mental health among immigrants and racial and ethnic minorities: an exploratory scoping review. - Khushbu Khatri Park; Mohammad Saleem; Mohammed Ali Al-Garadi; Abdulaziz Ahmed (BMC Medical Informatics Decis. Mak., 2024)

Leveraging Large Language Models to Enhance Machine Learning Interpretability and Predictive Performance: A Case Study on Emergency Department Returns for Mental Health Patients. - Abdulaziz Ahmed; Mohammad Saleem; Mohammed Alzeen; Badari Birur; Rachel E. Fargason; Bradley G. Burk; Hannah Rose Harkins; Ahmed Alhassan; Mohammed Ali Al-Garadi (CoRR, 2025)

Large Language Models in Healthcare. - Mohammed Ali Al-Garadi; Tushar Mungle; Abdulaziz Ahmed; Abeed Sarker; Zhuqi Miao; Michael E. Matheny (CoRR, 2025)