5 citations · 5 across the 4 of their papers we have counts for
4 papers
Investigating Sindy As a Tool For Causal Discovery In Time Series Signals
Andrew O'Brien, Rosina Weber, Edward Kim
The SINDy algorithm has been successfully used to identify the governing equations of dynamical systems from time series data. In this paper, we argue that this makes SINDy a poten…
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples
Darryl Hannan, Steven C. Nesbit, Ximing Wen +10
Point-of-Care Ultrasound (POCUS) refers to clinician-performed and interpreted ultrasonography at the patient's bedside. Interpreting these images requires a high level of expertis…
Qualitative Investigation in Explainable Artificial Intelligence: A Bit More Insight from Social Science
Adam J. Johs, Denise E. Agosto, Rosina O. Weber
We present a focused analysis of user studies in explainable artificial intelligence (XAI) entailing qualitative investigation. We draw on social science corpora to suggest ways fo…
Data Representing Ground-Truth Explanations to Evaluate XAI Methods
Shideh Shams Amiri, Rosina O. Weber, Prateek Goel +4
Explainable artificial intelligence (XAI) methods are currently evaluated with approaches mostly originated in interpretable machine learning (IML) research that focus on understan…