2 papers
cs.LG2024
Predicting and Explaining Hearing Aid Usage Using Encoder-Decoder with Attention Mechanism and SHAP
Qiqi Su, Eleftheria Iliadou
It is essential to understand the personal, behavioral, environmental, and other factors that correlate with optimal hearing aid fitting and hearing aid users' experiences in order…
cs.LG2023
FocusLearn: Fully-Interpretable, High-Performance Modular Neural Networks for Time Series
Qiqi Su, Christos Kloukinas, Artur d'Avila Garcez
Multivariate time series have many applications, from healthcare and meteorology to life science. Although deep learning models have shown excellent predictive performance for time…