2 papers
eess.SY2026
A General Set-Based Framework for Cognitive State Estimation: Theory and Application to Conditionally Automated Driving
Sibibalan Jeevanandam, Neera Jain
We present a set-based framework for estimating human cognitive states in human-automation interaction (HAI) contexts. Unlike probabilistic approaches dominant in the HAI literatur…
eess.SY2025
A Hybrid Dynamic Model for Predicting Human Cognition and Reliance during Automated Driving
Sibibalan Jeevanandam, Neera Jain
We propose a simple (12 parameter) hybrid dynamic model that simultaneously captures the continuous-valued dynamics of three human cognitive states-trust, perceived risk, and menta…