Mohammed Ali Al-Garadi

54 papers A* 1B 1Misc 1Journal 44Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Large Language Models in Healthcare. CoRR Mohammed Ali Al-Garadi, Tushar Mungle, Abdulaziz Ahmed, Abeed Sarker, Zhuqi Miao, Michael E. Matheny
2025	J	`jnl`	Leveraging Large Language Models to Enhance Machine Learning Interpretability and Predictive Performance: A Case Study on Emergency Department Returns for Mental Health Patients. CoRR Abdulaziz Ahmed, Mohammad Saleem, Mohammed Alzeen, Badari Birur, Rachel E. Fargason, Bradley G. Burk, Hannah Rose Harkins, Ahmed Alhassan, Mohammed Ali Al-Garadi
2024	J	`jnl`	Evaluating Large Language Models for Health-Related Text Classification Tasks with Public Social Media Data. CoRR Yuting Guo, Anthony Ovadje, Mohammed Ali Al-Garadi, Abeed Sarker
2024	J	`jnl`	Evaluating large language models for health-related text classification tasks with public social media data. J. Am. Medical Informatics Assoc. Yuting Guo, Anthony Ovadje, Mohammed Ali Al-Garadi, Abeed Sarker
2024	J	`jnl`	Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems. CoRR Ayoub Si-Ahmed, Mohammed Ali Al-Garadi, Boustia Narhimene
2024	J	`jnl`	Machine learning applications in studying mental health among immigrants and racial and ethnic minorities: an exploratory scoping review. BMC Medical Informatics Decis. Mak. Khushbu Khatri Park, Mohammad Saleem, Mohammed Ali Al-Garadi, Abdulaziz Ahmed
2024	J	`jnl`	Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media. CoRR Yao Ge, Sudeshna Das, Karen O'Connor, Mohammed Ali Al-Garadi, Graciela Gonzalez-Hernandez, Abeed Sarker
2023	J	`jnl`	Adopting the Multi-answer Questioning Task with an Auxiliary Metric for Extreme Multi-label Text Classification Utilizing the Label Hierarchy. CoRR Li Wang, Ying Wah Teh, Mohammed Ali Al-Garadi
2023	—	`conf`	Data Augmentation with Nearest Neighbor Classifier for Few-Shot Named Entity Recognition. MedInfo Yao Ge, Mohammed Ali Al-Garadi, Abeed Sarker
2023	J	`jnl`	Few-shot learning for medical text: A review of advances, trends, and opportunities. J. Biomed. Informatics Yao Ge, Yuting Guo, Sudeshna Das, Mohammed Ali Al-Garadi, Abeed Sarker
2023	J	`jnl`	Machine Learning Applications in Studying Mental Health Among Immigrants and Racial and Ethnic Minorities: A Systematic Review. CoRR Khushbu Khatri Park, Abdulaziz Ahmed, Mohammed Ali Al-Garadi
2023	J	`jnl`	Survey of Machine Learning based intrusion detection methods for Internet of Medical Things. Appl. Soft Comput. Ayoub Si-Ahmed, Mohammed Ali Al-Garadi, Boustia Narhimene
2022	—	`conf`	A comparison of few-shot and traditional named entity recognition models for medical text. ICHI Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
2022	J	`jnl`	Deepluenza: Deep learning for influenza detection from Twitter. Expert Syst. Appl. Balsam Alkouz, Zaher Al Aghbari, Mohammed Ali Al-Garadi, Abeed Sarker
2022	J	`jnl`	Few-shot learning for medical text: A systematic review. CoRR Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
2022	J	`jnl`	Natural language model for automatic identification of Intimate Partner Violence reports from Twitter. Array Mohammed Ali Al-Garadi, Sangmi Kim, Yuting Guo, Elise Warren, Yuan-Chi Yang, Sahithi Lakamana, Abeed Sarker
2022	J	`jnl`	Survey of Machine Learning Based Intrusion Detection Methods for Internet of Medical Things. CoRR Ayoub Si-Ahmed, Mohammed Ali Al-Garadi, Boustia Narhimene
2021	—	`conf`	Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021. SMM4H@NAACL-HLT 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, Abeed Sarker, Juan M. Banda, Martin Krallinger, Graciela Gonzalez-Hernandez
2021	—	`conf`	Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications. SMM4H@NAACL-HLT Yuting Guo, Yao Ge, Mohammed Ali Al-Garadi, Abeed Sarker
2021	—	`ed.`	Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021 SMM4H@NAACL-HLT Arjun Magge, Ari Z. Klein, Antonio Miranda-Escalada, Mohammed Ali Al-Garadi, Ilseyar Alimova, Zulfat Miftahutdinov, Eulàlia Farré-Maduell, Salvador Lima-López, Ivan Flores, Karen O'Connor, Davy Weissenbacher, Elena Tutubalina, Abeed Sarker, Juan M. Banda, Martin Krallinger, Graciela Gonzalez-Hernandez
2021	J	`jnl`	Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges. Expert Syst. Appl. Rashid Jahangir, Ying Wah Teh, Henry Friday Nweke, Ghulam Mujtaba, Mohammed Ali Al-Garadi, Ihsan Ali
2021	J	`jnl`	Text classification models for the automatic detection of nonmedical prescription medication use from social media. BMC Medical Informatics Decis. Mak. Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O'Connor, Graciela Gonzalez-Hernandez, Jeanmarie Perrone, Abeed Sarker
2021	J	`jnl`	Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter. Comput. Biol. Medicine Samah Jamal Fodeh, Mohammed Ali Al-Garadi, Osama Elsankary, Jeanmarie Perrone, William Becker, Abeed Sarker
2020	J	`jnl`	A Light-Weight Text Summarization System for Fast Access to Medical Evidence. Frontiers Digit. Health Abeed Sarker, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Aamir Abbas
2020	J	`jnl`	A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security. IEEE Commun. Surv. Tutorials Mohammed Ali Al-Garadi, Amr Mohamed, Abdulla K. Al-Ali, Xiaojiang Du, Ihsan Ali, Mohsen Guizani
2020	J	`jnl`	A Survey on Deep Learning for Steering Angle Prediction in Autonomous Vehicles. IEEE Access Usman Manzo Gidado, Haruna Chiroma, Nahla Aljojo, Saidu Abubakar, Segun I. Popoola, Mohammed Ali Al-Garadi
2020	J	`jnl`	Application of Machine Learning Methods in Mental Health Detection: A Systematic Review. IEEE Access Rohizah Abd Rahman, Khairuddin Omar, Shahrul Azman Mohd Noah, Mohd Shahrul Nizam Mohd Danuri, Mohammed Ali Al-Garadi
2020	B	`conf`	Automatic Breast Cancer Cohort Detection from Social Media for Studying Factors Affecting Patient-Centered Outcomes. AIME Mohammed Ali Al-Garadi, Yuan-Chi Yang, Sahithi Lakamana, Jie Lin, Sabrina Li, Angel Xie, Whitney Hogg-Bremer, Mylin Torres, Imon Banerjee, Abeed Sarker
2020	Misc	`conf`	Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets. ALTA Yuting Guo, Xiangjue Dong, Mohammed Ali Al-Garadi, Abeed Sarker, Cécile Paris, Diego Mollá Aliod
2020	J	`jnl`	Deep learning-based breast cancer classification through medical imaging modalities: state of the art and research challenges. Artif. Intell. Rev. Ghulam Murtaza, Liyana Shuib, Ainuddin Wahid Abdul Wahab, Ghulam Mujtaba, Henry Friday Nweke, Mohammed Ali Al-Garadi, Fariha Zulfiqar, Ghulam Raza, Nor Aniza Azmi
2020	J	`jnl`	Dynamic Butterfly Optimization Algorithm for Feature Selection. IEEE Access Mohammad Tubishat, Mohammed Alswaitti, Seyedali Mirjalili, Mohammed Ali Al-Garadi, Ma'en Tayseer Alrashdan, Toqir Ahmad Rana
2020	J	`jnl`	Early survey with bibliometric analysis on machine learning approaches in controlling COVID-19 outbreaks. PeerJ Comput. Sci. Haruna Chiroma, Absalom E. Ezugwu, Fatsuma Jauro, Mohammed Ali Al-Garadi, Idris N. Abdullahi, Liyana Shuib
2020	—	`conf`	Emory at WNUT-2020 Task 2: Combining Pretrained Deep Learning Models and Feature Enrichment for Informative Tweet Identification. W-NUT@EMNLP Yuting Guo, Mohammed Ali Al-Garadi, Abeed Sarker
2020	J	`jnl`	Self-reported COVID-19 symptoms on Twitter: an analysis and a research resource. J. Am. Medical Informatics Assoc. Abeed Sarker, Sahithi Lakamana, Whitney Hogg-Bremer, Angel Xie, Mohammed Ali Al-Garadi, Yuan-Chi Yang
2019	J	`jnl`	Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions. Inf. Fusion Henry Friday Nweke, Ying Wah Teh, Ghulam Mujtaba, Mohammed Ali Al-Garadi
2019	J	`jnl`	Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey and Future Directions. IEEE Commun. Surv. Tutorials Reza Shakeri, Mohammed Ali Al-Garadi, Ahmed Badawy, Amr Mohamed, Tamer Khattab, Abdulla K. Al-Ali, Khaled A. Harras, Mohsen Guizani
2019	J	`jnl`	Multi-sensor fusion based on multiple classifier systems for human activity identification. Hum. centric Comput. Inf. Sci. Henry Friday Nweke, Ying Wah Teh, Ghulam Mujtaba, Uzoma Rita Alo, Mohammed Ali Al-Garadi
2019	J	`jnl`	Predicting Cyberbullying on Social Media in the Big Data Era Using Machine Learning Algorithms: Review of Literature and Open Challenges. IEEE Access Mohammed Ali Al-Garadi, Mohammad Rashid Hussain, Nawsher Khan, Ghulam Murtaza, Henry Friday Nweke, Ihsan Ali, Ghulam Mujtaba, Haruna Chiroma, Hasan Ali Khattak, Abdullah Gani
2019	J	`jnl`	Recent advances in mobile touch screen security authentication methods: A systematic literature review. Comput. Secur. 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
2018	J	`jnl`	A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security. CoRR Mohammed Ali Al-Garadi, Amr Mohamed, Abdulla K. Al-Ali, Xiaojiang Du, Mohsen Guizani
2018	J	`jnl`	Analysis of Online Social Network Connections for Identification of Influential Users: Survey and Open Research Issues. ACM Comput. Surv. Mohammed Ali Al-Garadi, Kasturi Dewi Varathan, Sri Devi Ravana, Ejaz Ahmed, Ghulam Mujtaba, Muhammad Usman Shahid Khan, Samee U. Khan
2018	J	`jnl`	Classification of forensic autopsy reports through conceptual graph-based document representation model. J. Biomed. Informatics Ghulam Mujtaba, Nor Liyana Mohd Shuib, Ram Gopal Raj, Retnagowri Rajandram, Khairunisa Shaikh, Mohammed Ali Al-Garadi
2018	J	`jnl`	Deep learning algorithms for human activity recognition using mobile and wearable sensor networks: State of the art and research challenges. Expert Syst. Appl. Henry Friday Nweke, Ying Wah Teh, Mohammed Ali Al-Garadi, Uzoma Rita Alo
2018	J	`jnl`	Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey, and Future Directions. CoRR Reza Shakeri, Mohammed Ali Al-Garadi, Ahmed Badawy, Amr Mohamed, Tamer Khattab, Abdulla K. Al-Ali, Khaled A. Harras, Mohsen Guizani
2018	J	`jnl`	Sentiment Analysis of Big Data: Methods, Applications, and Open Challenges. IEEE Access Shahid Shayaa, Noor Ismawati Jaafar, Shamshul Bahri, Ainin Sulaiman, Seuk Wai Phoong, Wai Chung Yeong, Arsalan Zahid Piprani, Mohammed Ali Al-Garadi
2017	J	`jnl`	Concept of Entire Boolean Values Recalculation From Aggregates in the Preprocessed Category of Incomplete Soft Sets. IEEE Access Muhammad Sadiq Khan, Tutut Herawan, Ainuddin Wahid Abdul Wahab, Ghulam Mujtaba, Mohammed Ali Al-Garadi
2017	J	`jnl`	Email Classification Research Trends: Review and Open Issues. IEEE Access Ghulam Mujtaba, Nor Liyana Mohd Shuib, Ram Gopal Raj, Nahdia Majeed, Mohammed Ali Al-Garadi
2017	A*	`conf`	Hierarchical Text Classification of Autopsy Reports to Determine MoD and CoD Through Term-Based and Concepts-Based Features. ICDM Ghulam Mujtaba, Nor Liyana Mohd Shuib, Ram Gopal Raj, Mohammed Ali Al-Garadi, Retnagowri Rajandram, Khairunisa Shaikh
2017	—	`conf`	Social Media Sentiment Analysis of Consumer Purchasing Behavior vs Consumer Confidence Index. BDIOT Shahid Shayaa, Mohammed Ali Al-Garadi, Arsalan Zahid Piprani, Muhammad Ashraf, Ainin Sulaiman
2017	J	`jnl`	The rise of ransomware and emerging security challenges in the Internet of Things. Comput. Networks Ibrar Yaqoob, Ejaz Ahmed, Muhammad Habib Ur Rehman, Abdelmuttlib Ibrahim Abdallaahmed, Mohammed Ali Al-Garadi, Muhammad Imran, Mohsen Guizani
2016	J	`jnl`	Cybercrime detection in online communications: The experimental case of cyberbullying detection in the Twitter network. Comput. Hum. Behav. Mohammed Ali Al-Garadi, Kasturi Dewi Varathan, Sri Devi Ravana
2016	J	`jnl`	Identifying the influential spreaders in multilayer interactions of online social networks. J. Intell. Fuzzy Syst. Mohammed Ali Al-Garadi, Kasturi Dewi Varathan, Sri Devi Ravana, Ejaz Ahmed, Victor Chang
2016	J	`jnl`	Using online social networks to track a pandemic: A systematic review. J. Biomed. Informatics Mohammed Ali Al-Garadi, Muhammad Sadiq Khan, Kasturi Dewi Varathan, Ghulam Mujtaba, Abdelkodose M. Al-Kabsi
2016	J	`jnl`	Virtual Community Detection Through the Association between Prime Nodes in Online Social Networks and Its Application to Ranking Algorithms. IEEE Access Muhammad Sadiq Khan, Ainuddin Wahid Abdul Wahab, Tutut Herawan, Ghulam Mujtaba, Sani Danjuma, Mohammed Ali Al-Garadi