135 citations
8 papers
Towards Understanding the Generalization of Medical Text-to-SQL Models and Datasets
Richard Tarbell, Kim-Kwang Raymond Choo, Glenn Dietrich +1
Electronic medical records (EMRs) are stored in relational databases. It can be challenging to access the required information if the user is unfamiliar with the database schema or…
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions
Izzat Alsmadi, Kashif Ahmad, Mahmoud Nazzal +4
The growing use of social media has led to the development of several Machine Learning (ML) and Natural Language Processing(NLP) tools to process the unprecedented amount of social…
Event Detection in Twitter: A Content and Time-Based Analysis
Izzat Alsmadi, Michael O'Brien
The detection of events from online social networks is a recent, evolving field that attracts researchers from across a spectrum of disciplines and domains. Here we report a time-s…
An ontological analysis of misinformation in online social networks
Izzat Alsmadi, Iyad Alazzam, Mohammad A. AlRamahi
The internet, Online Social Networks (OSNs) and smart phones enable users to create tremendous amount of information. Users who search for general or specific knowledge may not hav…
Vehicle to Vehicle (V2V) Communication Protocol: Components, Benefits, Challenges, Safety and Machine Learning Applications
Ramya Daddanala, Vekata Mannava, Lo'ai Tawlbeh +1
Vehicle to vehicle communication is a new technology that enables vehicles on roads to communicate with each other to reduce traffic, accidents and ensure the safety of people. The…
Adversarial Machine Learning in Text Analysis and Generation
Izzat Alsmadi
The research field of adversarial machine learning witnessed a significant interest in the last few years. A machine learner or model is secure if it can deliver main objectives wi…