Effects of Single Versus Multiple Warnings on Driver Performance. - Mary L. Cummings; Ryan M. Kilgore; Enlie Wang; Louis Tijerina; Dev S. Kochhar (Hum. Factors, 2007)

Statistical modeling and signal selection in multivariate time series pattern classification. - Ruoqian Liu; Shen Xu; Chen Fang; Yung-wen Liu; Yi Lu Murphey; Dev S. Kochhar (ICPR, 2012)

MTS-DeepNet for lane change prediction. - Xipeng Wang; Yi Lu Murphey; Dev S. Kochhar (IJCNN, 2016)

An Exploratory Study of Driver Response to Reduced System Confidence Notifications in Automated Driving. - Louis Tijerina; Mike Blommer; Reates Curry; Radhakrishnan Swaminathan; Dev S. Kochhar; Walter Talamonti (IEEE Trans. Intell. Veh., 2016)

An SVM parameter learning algorithm scalable on large data size for driver fatigue detection. - Yongquan Xie; Chengqi Bian; Yi Lu Murphey; Dev S. Kochhar (SSCI, 2017)

SVM Parameter Optimization Using Swarm Intelligence for Learning from Big Data. - Yongquan Xie; Yi Lu Murphey; Dev S. Kochhar (ICCCI (1), 2018)

Detecting Sequential Human Mental Workload Using U-Net with Continuity-Aware Loss Applied to Streamed Physiological Signals. - Yongquan Xie; Yi Lu Murphey; Dev S. Kochhar (INDIN, 2019)

Driver fatigue transition prediction in highly automated driving using physiological features. - Feng Zhou 003; Areen Alsaid; Mike Blommer; Reates Curry; Radhakrishnan Swaminathan; Dev S. Kochhar; Walter Talamonti; Louis Tijerina; Baiying Lei (Expert Syst. Appl., 2020)

Personalized Driver Workload Estimation Using Deep Neural Network Learning From Physiological and Vehicle Signals. - Yongquan Xie; Yi Lu Murphey; Dev S. Kochhar (IEEE Trans. Intell. Veh., 2020)

Predicting Driver Fatigue in Automated Driving with Explainability. - Feng Zhou 003; Areen Alsaid; Mike Blommer; Reates Curry; Radhakrishnan Swaminathan; Dev S. Kochhar; Walter Talamonti; Louis Tijerina (CoRR, 2021)

Predicting Driver Fatigue in Monotonous Automated Driving with Explanation using GPBoost and SHAP. - Feng Zhou 003; Areen Alsaid; Mike Blommer; Reates Curry; Radhakrishnan Swaminathan; Dev S. Kochhar; Walter Talamonti; Louis Tijerina (Int. J. Hum. Comput. Interact., 2022)