27 citations · 95 across the 53 of their papers we have counts for
8 papers · 1 filter
Enabling Cross-Language Data Integration and Scalable Analytics in Decentralized Finance
Conor Flynn, Kristin P. Bennett, John S. Erickson +2
With the agile development process of most academic and corporate entities, designing a robust computational back-end system that can support their ever-changing data needs is a co…
Trust, Accountability, and Autonomy in Knowledge Graph-based AI for Self-determination
Luis-Daniel Ibáñez, John Domingue, Sabrina Kirrane +3
Knowledge Graphs (KGs) have emerged as fundamental platforms for powering intelligent decision-making and a wide range of Artificial Intelligence (AI) services across major corpora…
LLM-augmented Preference Learning from Natural Language
Inwon Kang, Sikai Ruan, Tyler Ho +4
Finding preferences expressed in natural language is an important but challenging task. State-of-the-art(SotA) methods leverage transformer-based models such as BERT, RoBERTa, etc.…
PredictChain: Empowering Collaboration and Data Accessibility for AI in a Decentralized Blockchain-based Marketplace
Matthew T. Pisano, Connor J. Patterson, Oshani Seneviratne
Limited access to computing resources and training data poses significant challenges for individuals and groups aiming to train and utilize predictive machine learning models. Alth…
MentalHealthAI: Utilizing Personal Health Device Data to Optimize Psychiatry Treatment
Manan Shukla, Oshani Seneviratne
Mental health disorders remain a significant challenge in modern healthcare, with diagnosis and treatment often relying on subjective patient descriptions and past medical history.…
Assessing Scientific Contributions in Data Sharing Spaces
Kacy Adams, Fernando Spadea, Conor Flynn +1
In the present academic landscape, the process of collecting data is slow, and the lax infrastructures for data collaborations lead to significant delays in coming up with and diss…
Informing clinical assessment by contextualizing post-hoc explanations of risk prediction models in type-2 diabetes
Shruthi Chari, Prasant Acharya, Daniel M. Gruen +8
Medical experts may use Artificial Intelligence (AI) systems with greater trust if these are supported by contextual explanations that let the practitioner connect system inference…
Significant Digits: Using Large-Scale Blockchain Data to Predict Fraudulent Addresses
Jared Gridley, Oshani Seneviratne
Blockchain systems and cryptocurrencies have exploded in popularity over the past decade, and with this growing user base, the number of cryptocurrency scams has also surged. Given…