activity
20182024
most citedAddressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates

6 citations · 8 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024

Benchmarking changepoint detection algorithms on cardiac time series

Ayse Cakmak, Erik Reinertsen, Shamim Nemati +1

The pattern of state changes in a biomedical time series can be related to health or disease. This work presents a principled approach for selecting a changepoint detection algorit…

cs.LG2020★ 2 cited

Using Convolutional Variational Autoencoders to Predict Post-Trauma Health Outcomes from Actigraphy Data

Ayse S. Cakmak, Nina Thigpen, Garrett Honke +9

Depression and post-traumatic stress disorder (PTSD) are psychiatric conditions commonly associated with experiencing a traumatic event. Estimating mental health status through non…