Mohammed Ali Al-Garadi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 30

Top Topics

Text Classification

Automatic Detection

Nearest Neighbor Classifier

Top Venues

Expert Syst. Appl.

SMM4H@NAACL-HLT

Publications

Yao Ge, Sudeshna Das, Karen O'Connor, Mohammed Ali Al-Garadi, Graciela Gonzalez-Hernandez, Abeed Sarker
Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media. CoRR (2024)
Ayoub Si-Ahmed, Mohammed Ali Al-Garadi, Boustia Narhimene
Explainable Machine Learning-Based Security and Privacy Protection Framework for Internet of Medical Things Systems. CoRR (2024)
Yuting Guo, Anthony Ovadje, Mohammed Ali Al-Garadi, Abeed Sarker
Evaluating Large Language Models for Health-Related Text Classification Tasks with Public Social Media Data. CoRR (2024)
Ayoub Si-Ahmed, Mohammed Ali Al-Garadi, Boustia Narhimene
Survey of Machine Learning based intrusion detection methods for Internet of Medical Things. Appl. Soft Comput. 140 (2023)
Yao Ge, Mohammed Ali Al-Garadi, Abeed Sarker
Data Augmentation with Nearest Neighbor Classifier for Few-Shot Named Entity Recognition. MedInfo (2023)
Khushbu Khatri Park, Abdulaziz Ahmed, Mohammed Ali Al-Garadi
Machine Learning Applications in Studying Mental Health Among Immigrants and Racial and Ethnic Minorities: A Systematic Review. CoRR (2023)
Yao Ge, Yuting Guo, Sudeshna Das, Mohammed Ali Al-Garadi, Abeed Sarker
Few-shot learning for medical text: A review of advances, trends, and opportunities. J. Biomed. Informatics 144 (2023)
Li Wang, Ying Wah Teh, Mohammed Ali Al-Garadi
Adopting the Multi-answer Questioning Task with an Auxiliary Metric for Extreme Multi-label Text Classification Utilizing the Label Hierarchy. CoRR (2023)
Balsam Alkouz, Zaher Al Aghbari, Mohammed Ali Al-Garadi, Abeed Sarker
Deepluenza: Deep learning for influenza detection from Twitter. Expert Syst. Appl. 198 (2022)
Ayoub Si-Ahmed, Mohammed Ali Al-Garadi, Boustia Narhimene
Survey of Machine Learning Based Intrusion Detection Methods for Internet of Medical Things. CoRR (2022)
Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
Few-shot learning for medical text: A systematic review. CoRR (2022)
Mohammed Ali Al-Garadi, Sangmi Kim, Yuting Guo, Elise Warren, Yuan-Chi Yang, Sahithi Lakamana, Abeed Sarker
Natural language model for automatic identification of Intimate Partner Violence reports from Twitter. Array 15 (2022)
Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
A comparison of few-shot and traditional named entity recognition models for medical text. ICHI (2022)
Samah Jamal Fodeh, Mohammed Ali Al-Garadi, Osama Elsankary, Jeanmarie Perrone, William Becker, Abeed Sarker
Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter. Comput. Biol. Medicine 129 (2021)
Yuting Guo, Yao Ge, Mohammed Ali Al-Garadi, Abeed Sarker
Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications. SMM4H@NAACL-HLT (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, Abeed Sarker, Juan M. Banda, Martin Krallinger, Graciela Gonzalez-Hernandez
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021. SMM4H@NAACL-HLT (2021)
Rashid Jahangir, Ying Wah Teh, Henry Friday Nweke, Ghulam Mujtaba, Mohammed Ali Al-Garadi, Ihsan Ali
Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges. Expert Syst. Appl. 171 (2021)
Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O'Connor, Graciela Gonzalez-Hernandez, Jeanmarie Perrone, Abeed Sarker
Text classification models for the automatic detection of nonmedical prescription medication use from social media. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Rohizah Abd Rahman, Khairuddin Omar, Shahrul Azman Mohd. Noah, Mohd Shahrul Nizam Mohd Danuri, Mohammed Ali Al-Garadi
Application of Machine Learning Methods in Mental Health Detection: A Systematic Review. IEEE Access 8 (2020)
Mohammed Ali Al-Garadi, Yuan-Chi Yang, Sahithi Lakamana, Jie Lin, Sabrina Li, Angel Xie, Whitney Hogg-Bremer, Mylin Torres, Imon Banerjee, Abeed Sarker
Automatic Breast Cancer Cohort Detection from Social Media for Studying Factors Affecting Patient-Centered Outcomes. AIME (2020)
Mohammed Ali Al-Garadi, Amr Mohamed, Abdulla K. Al-Ali, Xiaojiang Du, Ihsan Ali, Mohsen Guizani
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security. IEEE Commun. Surv. Tutorials 22 (3) (2020)
Abeed Sarker, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Aamir Abbas
A Light-Weight Text Summarization System for Fast Access to Medical Evidence. Frontiers Digit. Health 2 (2020)
Mohammad Tubishat, Mohammed Alswaitti, Seyedali Mirjalili, Mohammed Ali Al-Garadi, Ma'en Tayseer Alrashdan, Toqir Ahmad Rana
Dynamic Butterfly Optimization Algorithm for Feature Selection. IEEE Access 8 (2020)
Abeed Sarker, Sahithi Lakamana, Whitney Hogg-Bremer, Angel Xie, Mohammed Ali Al-Garadi, Yuan-Chi Yang
Self-reported COVID-19 symptoms on Twitter: an analysis and a research resource. J. Am. Medical Informatics Assoc. 27 (8) (2020)
Usman Manzo Gidado, Haruna Chiroma, Nahla Aljojo, Saidu Abubakar, Segun I. Popoola, Mohammed Ali Al-Garadi
A Survey on Deep Learning for Steering Angle Prediction in Autonomous Vehicles. IEEE Access 8 (2020)
Yuting Guo, Mohammed Ali Al-Garadi, Abeed Sarker
Emory at WNUT-2020 Task 2: Combining Pretrained Deep Learning Models and Feature Enrichment for Informative Tweet Identification. W-NUT@EMNLP (2020)
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
Predicting Cyberbullying on Social Media in the Big Data Era Using Machine Learning Algorithms: Review of Literature and Open Challenges. IEEE Access 7 (2019)
Reza Shakeri, Mohammed Ali Al-Garadi, Ahmed Badawy, Amr Mohamed, Tamer Khattab, Abdulla K. Al-Ali, Khaled A. Harras, Mohsen Guizani
Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey and Future Directions. IEEE Commun. Surv. Tutorials 21 (4) (2019)
Reza Shakeri, Mohammed Ali Al-Garadi, Ahmed Badawy, Amr Mohamed, Tamer Khattab, Abdulla K. Al-Ali, Khaled A. Harras, Mohsen Guizani
Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey, and Future Directions. CoRR (2018)
Mohammed Ali Al-Garadi, Amr Mohamed, Abdulla K. Al-Ali, Xiaojiang Du, Mohsen Guizani
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security. CoRR (2018)