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Journal Articles
- 2022
[j5]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): 719-729 (2022)- 2020
- [j4]Feng Zhou, Areen Alsaid, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter Talamonti, Louis Tijerina, Baiying Lei:
Driver fatigue transition prediction in highly automated driving using physiological features. Expert Syst. Appl. 147: 113204 (2020) - [j3]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): 439-448 (2020) - 2016
- [j2]Louis Tijerina, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter Talamonti:
An Exploratory Study of Driver Response to Reduced System Confidence Notifications in Automated Driving. IEEE Trans. Intell. Veh. 1(4): 325-334 (2016) - 2007
- [j1]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): 1097-1106 (2007)
Conference and Workshop Papers
- 2019
- [c5]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: 1801-1806 - 2018
- [c4]Yongquan Xie, Yi Lu Murphey, Dev S. Kochhar:
SVM Parameter Optimization Using Swarm Intelligence for Learning from Big Data. ICCCI (1) 2018: 469-478 - 2017
- [c3]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: 1-8 - 2016
- [c2]Xipeng Wang, Yi Lu Murphey, Dev S. Kochhar:
MTS-DeepNet for lane change prediction. IJCNN 2016: 4571-4578 - 2012
- [c1]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: 2853-2856
Informal and Other Publications
- 2021
- [i1]Feng Zhou, Areen Alsaid, Mike Blommer, Reates Curry, Radhakrishnan Swaminathan, Dev S. Kochhar, Walter Talamonti, Louis Tijerina:
Predicting Driver Fatigue in Automated Driving with Explainability. CoRR abs/2103.02162 (2021)
Coauthor Index
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