The Effects of Individual Differences, Non-Stationarity, and the Importance of Data Partitioning Decisions for Training and Testing of EEG Cross-Participant Models

by Alexander Kamrud, Brett Borghetti, Christine Schubert Kabban
Published 2021-05-01

Generalized Deep Learning EEG Models for Cross-Participant and Cross-Task Detection of the Vigilance Decrement in Sustained Attention Tasks

by Alexander Kamrud, Brett Borghetti, Christine Schubert Kabban, Michael Miller
Published 2021-08-01

Cross-Participant EEG-Based Assessment of Cognitive Workload Using Multi-Path Convolutional Recurrent Neural Networks

by Ryan Hefron, Brett Borghetti, Christine Schubert Kabban, James Christensen, Justin Estepp
Published 2018-04-01

Uncertainty Evaluation in the Design of Structural Health Monitoring Systems for Damage Detection†

by Christine Schubert Kabban, Richard Uber, Kevin Lin, Bin Lin, Md Yeasin Bhuiyan, Victor Giurgiutiu
Published 2018-04-01