Yi Lu Murphey
Orcid: 0000-0002-0501-8002
According to our database1,
Yi Lu Murphey
authored at least 117 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2014, "For contributions to optimal energy control in hybrid electric vehicles".
Timeline
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On csauthors.net:
Bibliography
2024
An efficient driving behavior prediction approach using physiological auxiliary and adaptive LSTM.
Mach. Vis. Appl., September, 2024
Accurate Classification and Prediction of Remote Vehicle Position Classes Using V2V Communication and Deep Learning.
IEEE Access, 2024
2023
Pattern Recognit., December, 2023
Multim. Tools Appl., July, 2023
Proceedings of the International Conference on Computing, Networking and Communications, 2023
2022
Mach. Vis. Appl., 2022
Deep Neural Network-Based Surrogate Model for Optimal Component Sizing of Power Converters Using Deep Reinforcement Learning.
IEEE Access, 2022
Structured Deep Learning Models for Accurate Prediction of Real-world Driving Speed for Short and Long-term Horizons.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
IEEE Trans. Intell. Veh., 2021
Energy Optimal Control of Motor Drive System for Extending Ranges of Electric Vehicles.
IEEE Trans. Ind. Electron., 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Driving Maneuver Detection using Features of Driver's attention and Face Shift through Deeping Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021
2020
Optimal Power Management Based on Q-Learning and Neuro-Dynamic Programming for Plug-in Hybrid Electric Vehicles.
IEEE Trans. Neural Networks Learn. Syst., 2020
Personalized Driver Workload Estimation Using Deep Neural Network Learning From Physiological and Vehicle Signals.
IEEE Trans. Intell. Veh., 2020
Driving maneuver early detection via sequence learning from vehicle signals and video images.
Pattern Recognit., 2020
Unsupervised Driver Workload Learning through Domain Adaptation from Temporal Signals.
Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020
2019
Estimation of Electric Mining Haul Trucks' Mass and Road Slope Using Dual Level Reinforcement Estimator.
IEEE Trans. Veh. Technol., 2019
IEEE Trans. Neural Networks Learn. Syst., 2019
Computing, 2019
IEEE Access, 2019
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
User-Specific Music recommendation Applied to Information and Computation Resource Constrained System.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 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
Detection of driver stress in real-world driving environment using physiological signals.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
EURASIP J. Image Video Process., 2018
Multivariate time series prediction of lane changing behavior using deep neural network.
Appl. Intell., 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Driving Maneuver Detection via Sequence Learning from Vehicle Signals and Video Images.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018
2017
Joint learning sparsifying linear transformation for low-resolution image synthesis and recognition.
Pattern Recognit., 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
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Analytical greedy control and Q-learning for optimal power management of plug-in hybrid electric vehicles.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Accurate vehicle position estimation using a Kalman filter and neural network-based approach.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE International Conference on Computer and Information Technology, 2017
2016
Intelligent Energy Management and Optimization in a Hybridized All-Terrain Vehicle With Simple On-Off Control of the Internal Combustion Engine.
IEEE Trans. Veh. Technol., 2016
Vehicle position and context detection using V2V communication with application to pre-crash detection and warning.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
Int. J. Knowl. Eng. Data Min., 2015
Real Time Drowsiness Detection Based on Lateral Distance Using Wavelet Transform and Neural Network.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
A Computational Framework for Implementation of Neural Networks on Multi-Core Machine.
Proceedings of the INNS Conference on Big Data 2015, 2015
Building Efficient Probability Transition Matrix Using Machine Learning from Big Data for Personalized Route Prediction.
Proceedings of the INNS Conference on Big Data 2015, 2015
Driver yawning detection based on deep convolutional neural learning and robust nose tracking.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
2014
Intelligent Trip Modeling for the Prediction of an Origin-Destination Traveling Speed Profile.
IEEE Trans. Intell. Transp. Syst., 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
A computationally efficient neural dynamics approach to trajectory planning of an intelligent vehicle.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Automatic text categorization using a system of high-precision and high-recall models.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
2013
Intelligent Hybrid Vehicle Power Control - Part II: Online Intelligent Energy Management.
IEEE Trans. Veh. Technol., 2013
Proceedings of the 78th IEEE Vehicular Technology Conference, 2013
Intelligent speed profile prediction on urban traffic networks with machine learning.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013
Machine learning of engineering diagnostic knowledge from unstructured verbatim text descriptions.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013
2012
Intelligent Hybrid Vehicle Power Control - Part I: Machine Learning of Optimal Vehicle Power.
IEEE Trans. Veh. Technol., 2012
Statistical modeling and signal selection in multivariate time series pattern classification.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the American Control Conference, 2012
2011
A hybrid system ensemble based time series signal classification on driver alertness detection.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Battery state of charge estimation based on a combined model of Extended Kalman Filter and neural networks.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, 2011
2010
Proceedings of the Advances in Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the 15th IEEE International Conference on Engineering of Complex Computer Systems, 2010
Classifying Independent Medical Examination Reports using SOM Networks.
Proceedings of The 2010 International Conference on Data Mining, 2010
2009
Intelligent Vehicle Power Control Based on Machine Learning of Optimal Control Parameters and Prediction of Road Type and Traffic Congestion.
IEEE Trans. Veh. Technol., 2009
A Robust Multi-class Traffic Sign Detection and Classification System using Asymmetric and Symmetric features.
Proceedings of the IEEE International Conference on Systems, 2009
Ensembles of neural networks with generalization capabilities for vehicle fault diagnostics.
Proceedings of the International Joint Conference on Neural Networks, 2009
Name Entity Recognition and Classification in Medical Text Documents.
Proceedings of The 2009 International Conference on Data Mining, 2009
Proceedings of the 2009 IEEE Workshop on Computational Intelligence in Vehicles and Vehicular Systems, 2009
2008
Proceedings of the Computational Intelligence in Automotive Applications, 2008
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008
Appl. Intell., 2008
Intelligent Vehicle Power Control Based on Prediction of Road Type and Traffic Congestions.
Proceedings of the 68th IEEE Vehicular Technology Conference, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the FUZZ-IEEE 2008, 2008
2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Advances in Applied Artificial Intelligence, 2006
Proceedings of the Advances in Applied Artificial Intelligence, 2006
2005
Proceedings of the Fourteenth Text REtrieval Conference, 2005
2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
IEEE Trans. Veh. Technol., 2003
Automotive signal fault diagnostics - part I: signal fault analysis, signal segmentation, feature extraction and quasi-optimal feature selection.
IEEE Trans. Veh. Technol., 2003
Proceedings of the Developments in Applied Artificial Intelligence, 2003
Proceedings of the Developments in Applied Artificial Intelligence, 2003
Proceedings of the Developments in Applied Artificial Intelligence, 2003
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
2001
Proceedings of the 6th International Fall Workshop on Vision, Modeling, and Visualization, 2001
Registering Video with Virtual Imagery using Robust Image Features.
Proceedings of the IASTED International Conference on Visualization, 2001
Proceedings of the Engineering of Intelligent Systems, 2001
Proceedings of the Engineering of Intelligent Systems, 2001
2000
IEEE Trans. Veh. Technol., 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999