Nonparametric-Condition-Based Remaining Useful Life Prediction Incorporating External Factors.
IEEE Trans. Reliab., 2018
Nonparametric Modeling and Prognosis of Condition Monitoring Signals Using Multivariate Gaussian Convolution Processes.
Technometrics, 2018
IEEE Transactions on Intelligent Vehicles New Associate Editors.
IEEE Trans. Intell. Veh., 2016
Remaining useful life prediction based on noisy condition monitoring signals using constrained Kalman filter.
Reliab. Eng. Syst. Saf., 2016
RUL Prediction for Individual Units Based on Condition Monitoring Signals With a Change Point.
IEEE Trans. Reliab., 2015
Automatic field data analyzer for closed-loop vehicle design.
Inf. Sci., 2014
Fault Diagnosis in Hybrid Electric Vehicle Regenerative Braking System.
IEEE Access, 2014
A Pattern-Recognition Approach for Driving Skill Characterization.
IEEE Trans. Intell. Transp. Syst., 2010
Spatio-Temporal Multimodal Developmental Learning.
IEEE Trans. Auton. Ment. Dev., 2010
Connected Vehicle Diagnostics and Prognostics, Concept, and Initial Practice.
IEEE Trans. Reliab., 2009
Learning-Based Driver Workload Estimation.
Proceedings of the Computational Intelligence in Automotive Applications, 2008
Driving skill characterization: A feasibility study.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008
Task Transfer by a Developmental Robot.
IEEE Trans. Evol. Comput., 2007
Learning to Predict Driver Route and Destination Intent.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006
Auditory learning: a developmental method.
IEEE Trans. Neural Networks, 2005
Candid Covariance-Free Incremental Principal Component Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2003
Developing early senses about the world: "Object Permanence" and visuoauditory real-time learning.
Proceedings of the International Joint Conference on Neural Networks, 2003
A Fast Algorithm for Incremental Principal Component Analysis.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003
Autonomous speech acquisition of a robot.
Proceedings of the IEEE International Conference on Systems, 2001
Developing auditory skills by the SAIL robot.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Integrating Intelligent Machines with Humans for a Better Tomorrow, 2001