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Mohammed Ali Al-garadi
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2020 – today
- 2024
- [j33]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. J. Am. Medical Informatics Assoc. 31(10): 2181-2189 (2024) - [j32]Khushbu Khatri Park, Mohammad Saleem, Mohammed Ali Al-Garadi, Abdulaziz Ahmed:
Machine learning applications in studying mental health among immigrants and racial and ethnic minorities: an exploratory scoping review. BMC Medical Informatics Decis. Mak. 24(1): 298 (2024) - [i9]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 abs/2403.09752 (2024) - [i8]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 abs/2403.19031 (2024) - [i7]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 abs/2405.06145 (2024) - 2023
- [j31]Ayoub Si-Ahmed
Survey of Machine Learning based intrusion detection methods for Internet of Medical Things. Appl. Soft Comput. 140: 110227 (2023) - [j30]Yao Ge, Yuting Guo, Sudeshna Das
Few-shot learning for medical text: A review of advances, trends, and opportunities. J. Biomed. Informatics 144: 104458 (2023) - [c8]Yao Ge
Data Augmentation with Nearest Neighbor Classifier for Few-Shot Named Entity Recognition. MedInfo 2023: 690-694 - [i6]Li Wang, Ying Wah Teh
Adopting the Multi-answer Questioning Task with an Auxiliary Metric for Extreme Multi-label Text Classification Utilizing the Label Hierarchy. CoRR abs/2303.01064 (2023) - [i5]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 abs/2304.09233 (2023) - 2022
- [j29]Mohammed Ali Al-Garadi
Natural language model for automatic identification of Intimate Partner Violence reports from Twitter. Array 15: 100217 (2022) - [j28]Balsam Alkouz
Deepluenza: Deep learning for influenza detection from Twitter. Expert Syst. Appl. 198: 116845 (2022) - [c7]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: 84-89 - [i4]Ayoub Si-Ahmed, Mohammed Ali Al-Garadi, Boustia Narhimene:
Survey of Machine Learning Based Intrusion Detection Methods for Internet of Medical Things. CoRR abs/2202.09657 (2022) - [i3]Yao Ge, Yuting Guo, Yuan-Chi Yang, Mohammed Ali Al-Garadi, Abeed Sarker
Few-shot learning for medical text: A systematic review. CoRR abs/2204.14081 (2022) - 2021
- [j27]Samah Jamal Fodeh, Mohammed Ali Al-Garadi
Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter. Comput. Biol. Medicine 129: 104132 (2021) - [j26]Rashid Jahangir
Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges. Expert Syst. Appl. 171: 114591 (2021) - [j25]Mohammed Ali Al-Garadi
Text classification models for the automatic detection of nonmedical prescription medication use from social media. BMC Medical Informatics Decis. Mak. 21(1): 27 (2021) - [c6]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
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021. SMM4H@NAACL-HLT 2021: 21-32 - [c5]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: 52-57 - [e1]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:
Proceedings of the Sixth Social Media Mining for Health Workshop and Shared Task, SMM4H@NAACL-HLT 2021, Mexico City, Mexico, June 10, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-31-2 [contents] - 2020
- [j24]Usman Manzo Gidado
A Survey on Deep Learning for Steering Angle Prediction in Autonomous Vehicles. IEEE Access 8: 163797-163817 (2020) - [j23]Rohizah Abd Rahman
Application of Machine Learning Methods in Mental Health Detection: A Systematic Review. IEEE Access 8: 183952-183964 (2020) - [j22]Mohammad Tubishat
Dynamic Butterfly Optimization Algorithm for Feature Selection. IEEE Access 8: 194303-194314 (2020) - [j21]Ghulam Murtaza, Liyana Shuib
Deep learning-based breast cancer classification through medical imaging modalities: state of the art and research challenges. Artif. Intell. Rev. 53(3): 1655-1720 (2020) - [j20]Mohammed Ali Al-Garadi
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security. IEEE Commun. Surv. Tutorials 22(3): 1646-1685 (2020) - [j19]Abeed Sarker
A Light-Weight Text Summarization System for Fast Access to Medical Evidence. Frontiers Digit. Health 2: 585559 (2020) - [j18]Abeed Sarker
Self-reported COVID-19 symptoms on Twitter: an analysis and a research resource. J. Am. Medical Informatics Assoc. 27(8): 1310-1315 (2020) - [j17]Haruna Chiroma, Absalom E. Ezugwu
Early survey with bibliometric analysis on machine learning approaches in controlling COVID-19 outbreaks. PeerJ Comput. Sci. 6: e313 (2020) - [c4]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: 388-393 - [c3]Mohammed Ali Al-Garadi, Yuan-Chi Yang, Sahithi Lakamana, Jie Lin, Sabrina Li, Angel Xie, Whitney Hogg-Bremer, Mylin Torres, Imon Banerjee
Automatic Breast Cancer Cohort Detection from Social Media for Studying Factors Affecting Patient-Centered Outcomes. AIME 2020: 100-110
2010 – 2019
- 2019
- [j16]Mohammed Ali Al-Garadi
Predicting Cyberbullying on Social Media in the Big Data Era Using Machine Learning Algorithms: Review of Literature and Open Challenges. IEEE Access 7: 70701-70718 (2019) - [j15]Tahir Musa Ibrahim, Shafii Muhammad Abdulhamid
Recent advances in mobile touch screen security authentication methods: A systematic literature review. Comput. Secur. 85: 1-24 (2019) - [j14]Reza Shakeri
Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey and Future Directions. IEEE Commun. Surv. Tutorials 21(4): 3340-3385 (2019) - [j13]Henry Friday Nweke
Multi-sensor fusion based on multiple classifier systems for human activity identification. Hum. centric Comput. Inf. Sci. 9: 34 (2019) - [j12]Henry Friday Nweke
Data fusion and multiple classifier systems for human activity detection and health monitoring: Review and open research directions. Inf. Fusion 46: 147-170 (2019) - 2018
- [j11]Shahid Shayaa, Noor Ismawati Jaafar
Sentiment Analysis of Big Data: Methods, Applications, and Open Challenges. IEEE Access 6: 37807-37827 (2018) - [j10]Mohammed Ali Al-garadi
Analysis of Online Social Network Connections for Identification of Influential Users: Survey and Open Research Issues. ACM Comput. Surv. 51(1): 16:1-16:37 (2018) - [j9]Henry Friday Nweke
Deep learning algorithms for human activity recognition using mobile and wearable sensor networks: State of the art and research challenges. Expert Syst. Appl. 105: 233-261 (2018) - [j8]Ghulam Mujtaba
Classification of forensic autopsy reports through conceptual graph-based document representation model. J. Biomed. Informatics 82: 88-105 (2018) - [i2]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 abs/1807.11023 (2018) - [i1]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 abs/1810.09729 (2018) - 2017
- [j7]Ghulam Mujtaba
Email Classification Research Trends: Review and Open Issues. IEEE Access 5: 9044-9064 (2017) - [j6]Muhammad Sadiq Khan
Concept of Entire Boolean Values Recalculation From Aggregates in the Preprocessed Category of Incomplete Soft Sets. IEEE Access 5: 11444-11454 (2017) - [j5]Ibrar Yaqoob
The rise of ransomware and emerging security challenges in the Internet of Things. Comput. Networks 129: 444-458 (2017) - [c2]Shahid Shayaa, Mohammed Ali Al-garadi
Social Media Sentiment Analysis of Consumer Purchasing Behavior vs Consumer Confidence Index. BDIOT 2017: 32-35 - [c1]Ghulam Mujtaba, Nor Liyana Mohd Shuib
Hierarchical Text Classification of Autopsy Reports to Determine MoD and CoD Through Term-Based and Concepts-Based Features. ICDM 2017: 209-222 - 2016
- [j4]Muhammad Sadiq Khan
Virtual Community Detection Through the Association between Prime Nodes in Online Social Networks and Its Application to Ranking Algorithms. IEEE Access 4: 9614-9624 (2016) - [j3]Mohammed Ali Al-garadi, Kasturi Dewi Varathan
Cybercrime detection in online communications: The experimental case of cyberbullying detection in the Twitter network. Comput. Hum. Behav. 63: 433-443 (2016) - [j2]Mohammed Ali Al-garadi
Using online social networks to track a pandemic: A systematic review. J. Biomed. Informatics 62: 1-11 (2016) - [j1]Mohammed Ali Al-garadi
Identifying the influential spreaders in multilayer interactions of online social networks. J. Intell. Fuzzy Syst. 31(5): 2721-2735 (2016)
Coauthor Index
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