Dev S. Kochhar

11 papers B 2C 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Predicting Driver Fatigue in Monotonous Automated Driving with Explanation using GPBoost and SHAP.
Int. J. Hum. Comput. Interact.
Feng Zhou, Areen Alsaid, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter Talamonti, Louis Tijerina
2021 J jnl
Predicting Driver Fatigue in Automated Driving with Explainability.
CoRR
Feng Zhou, Areen Alsaid, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter Talamonti, Louis Tijerina
2020 J jnl
Driver fatigue transition prediction in highly automated driving using physiological features.
Expert Syst. Appl.
Feng Zhou, Areen Alsaid, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter Talamonti, Louis Tijerina, Baiying Lei
2020 J jnl
Personalized Driver Workload Estimation Using Deep Neural Network Learning From Physiological and Vehicle Signals.
IEEE Trans. Intell. Veh.
Yongquan Xie, Yi Lu Murphey, Dev S. Kochhar
2019 C conf
Detecting Sequential Human Mental Workload Using U-Net with Continuity-Aware Loss Applied to Streamed Physiological Signals.
INDIN
Yongquan Xie, Yi Lu Murphey, Dev S. Kochhar
2018 — conf
SVM Parameter Optimization Using Swarm Intelligence for Learning from Big Data.
ICCCI (1)
Yongquan Xie, Yi Lu Murphey, Dev S. Kochhar
2017 — conf
An SVM parameter learning algorithm scalable on large data size for driver fatigue detection.
SSCI
Yongquan Xie, Chengqi Bian, Yi Lu Murphey, Dev S. Kochhar
2016 J jnl
An Exploratory Study of Driver Response to Reduced System Confidence Notifications in Automated Driving.
IEEE Trans. Intell. Veh.
Louis Tijerina, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter Talamonti
2016 B conf
MTS-DeepNet for lane change prediction.
IJCNN
Xipeng Wang, Yi Lu Murphey, Dev S. Kochhar
2012 B conf
Statistical modeling and signal selection in multivariate time series pattern classification.
ICPR
Ruoqian Liu, Shen Xu, Chen Fang, Yung-wen Liu, Yi Lu Murphey, Dev S. Kochhar
2007 J jnl
Effects of Single Versus Multiple Warnings on Driver Performance.
Hum. Factors
Mary L. Cummings, Ryan M. Kilgore, Enlie Wang, Louis Tijerina, Dev S. Kochhar