Dev S. Kochhar

According to our database1, Dev S. Kochhar authored at least 11 papers between 2007 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2022
Predicting Driver Fatigue in Monotonous Automated Driving with Explanation using GPBoost and SHAP.
Int. J. Hum. Comput. Interact., 2022

2021
Predicting Driver Fatigue in Automated Driving with Explainability.
CoRR, 2021

2020
Personalized Driver Workload Estimation Using Deep Neural Network Learning From Physiological and Vehicle Signals.
IEEE Trans. Intell. Veh., 2020

Driver fatigue transition prediction in highly automated driving using physiological features.
Expert Syst. Appl., 2020

2019
Detecting Sequential Human Mental Workload Using U-Net with Continuity-Aware Loss Applied to Streamed Physiological Signals.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018
SVM Parameter Optimization Using Swarm Intelligence for Learning from Big Data.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

2017
An SVM parameter learning algorithm scalable on large data size for driver fatigue detection.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016
An Exploratory Study of Driver Response to Reduced System Confidence Notifications in Automated Driving.
IEEE Trans. Intell. Veh., 2016

MTS-DeepNet for lane change prediction.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2012
Statistical modeling and signal selection in multivariate time series pattern classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

2007
Effects of Single Versus Multiple Warnings on Driver Performance.
Hum. Factors, 2007


  Loading...