Dev S. Kochhar

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 9

Top Topics

Parameter Optimization

Swarm Intelligence

Traffic Accidents

Driving Simulator

Top Venues

IEEE Trans. Intell. Veh.

Publications

Feng Zhou, Areen Alsaid, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter Talamonti, Louis Tijerina
Predicting Driver Fatigue in Monotonous Automated Driving with Explanation using GPBoost and SHAP. Int. J. Hum. Comput. Interact. 38 (8) (2022)
Feng Zhou, Areen Alsaid, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter J. Talamonti Jr., Louis Tijerina
Predicting Driver Fatigue in Automated Driving with Explainability. CoRR (2021)
Feng Zhou, Areen Alsaid, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter J. Talamonti Jr., Louis Tijerina, Baiying Lei
Driver fatigue transition prediction in highly automated driving using physiological features. Expert Syst. Appl. 147 (2020)
Yongquan Xie, Yi Lu Murphey, Dev S. Kochhar
Personalized Driver Workload Estimation Using Deep Neural Network Learning From Physiological and Vehicle Signals. IEEE Trans. Intell. Veh. 5 (3) (2020)
Yongquan Xie, Yi Lu Murphey, Dev S. Kochhar
Detecting Sequential Human Mental Workload Using U-Net with Continuity-Aware Loss Applied to Streamed Physiological Signals. INDIN (2019)
Yongquan Xie, Yi Lu Murphey, Dev S. Kochhar
SVM Parameter Optimization Using Swarm Intelligence for Learning from Big Data. ICCCI (1) (2018)
Yongquan Xie, Chengqi Bian, Yi Lu Murphey, Dev S. Kochhar
An SVM parameter learning algorithm scalable on large data size for driver fatigue detection. SSCI (2017)
Louis Tijerina, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter J. Talamonti Jr.
An Exploratory Study of Driver Response to Reduced System Confidence Notifications in Automated Driving. IEEE Trans. Intell. Veh. 1 (4) (2016)
Xipeng Wang, Yi Lu Murphey, Dev S. Kochhar
MTS-DeepNet for lane change prediction. IJCNN (2016)
Ruoqian Liu, Shen Xu, Chen Fang, Yung-wen Liu, Yi Lu Murphey, Dev S. Kochhar
Statistical modeling and signal selection in multivariate time series pattern classification. ICPR (2012)
Mary L. Cummings, Ryan M. Kilgore, Enlie Wang, Louis Tijerina, Dev S. Kochhar
Effects of Single Versus Multiple Warnings on Driver Performance. Hum. Factors 49 (6) (2007)