Adaptive Fuzzy Prediction for Automotive Applications Usage
Shiqi Qiu, McGee, Ryan A., Murphey, Yi L.
Published in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) (01.12.2015)
Published in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) (01.12.2015)
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Conference Proceeding
Intelligent Trip Modeling for the Prediction of an Origin-Destination Traveling Speed Profile
Jungme Park, Murphey, Yi Lu, McGee, Ryan, Kristinsson, Johannes G., Kuang, Ming L., Phillips, Anthony M.
Published in IEEE transactions on intelligent transportation systems (01.06.2014)
Published in IEEE transactions on intelligent transportation systems (01.06.2014)
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Journal Article
Weather Recognition Based on Edge Deterioration and Convolutional Neural Networks
Shi, Yuzhou, Li, Yuanxiang, Liu, Jiawei, Liu, Xingang, Murphey, Yi Lu
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
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Conference Proceeding
EXPLORING THE USE OF MACHINE LEARNING TO IMPROVE DEMENTIA DETECTION: AUTOMATING CODING OF THE CLOCK-DRAWING TEST
Hu, Mengyao, Murphey, Yi Lu, Wang, Song, Qin, Tian, Zhao, Zixuan, Gonzalez, Richard, Freedman, Vicki, Zahodne, Laura
Published in Innovation in aging (20.12.2022)
Published in Innovation in aging (20.12.2022)
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Journal Article
Detection of driver stress in real-world driving environment using physiological signals
Wang, Ke, Murphey, Yi Lu, Zhou, Yating, Hu, Xin, Zhang, Ximu
Published in 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) (01.07.2019)
Published in 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) (01.07.2019)
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Conference Proceeding
AutoTG: Reinforcement Learning-Based Symbolic Optimization for AI-Assisted Power Converter Design
da Silva, Felipe Leno, Glatt, Ruben, Su, Wencong, Bui, Van-Hai, Chang, Fangyuan, Chaturvedi, Shivam, Wang, Mengqi, Murphey, Yi Lu, Huang, Can, Xue, Lingxiao, Zeng, Rong
Published in IEEE journal of emerging and selected topics in industrial electronics (Print) (14.08.2023)
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Published in IEEE journal of emerging and selected topics in industrial electronics (Print) (14.08.2023)
Journal Article
Vehicle detection using Bayesian Network Enhanced Cascades Classification (BNECC)
Shen Xu, Murphey, Yi L
Published in The 2010 International Joint Conference on Neural Networks (IJCNN) (01.07.2010)
Published in The 2010 International Joint Conference on Neural Networks (IJCNN) (01.07.2010)
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Conference Proceeding
Intelligent vehicle power management through neural learning
Jungme Park, ZhiHang Chen, Murphey, Yi L
Published in The 2010 International Joint Conference on Neural Networks (IJCNN) (01.07.2010)
Published in The 2010 International Joint Conference on Neural Networks (IJCNN) (01.07.2010)
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Conference Proceeding
Intelligent Vehicle Power Control Based on Machine Learning of Optimal Control Parameters and Prediction of Road Type and Traffic Congestion
Jungme Park, Zhihang Chen, Kiliaris, L., Kuang, M.L., Masrur, M.A., Phillips, A.M., Murphey, Y.L.
Published in IEEE transactions on vehicular technology (01.11.2009)
Published in IEEE transactions on vehicular technology (01.11.2009)
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Journal Article
Driving Maneuver Detection via Sequence Learning from Vehicle Signals and Video Images
Peng, Xishuai, Liu, Ruirui, Murphey, Yi Lu, Stent, Simon, Li, Yuanxiang
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
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Conference Proceeding
Detecting Sequential Human Mental Workload Using U-Net with Continuity-Aware Loss Applied to Streamed Physiological Signals
Xie, Yongquan, Murphey, Yi Lu, Kochhar, Dev S.
Published in 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) (01.07.2019)
Published in 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) (01.07.2019)
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Conference Proceeding
Building Efficient Probability Transition Matrix Using Machine Learning from Big Data for Personalized Route Prediction
Wang, Xipeng, Ma, Yuan, Di, Junru, Murphey, Yi L., Qiu, Shiqi, Kristinsson, Johannes, Meyer, Jason, Tseng, Finn, Feldkamp, Timothy
Published in Procedia computer science (2015)
Published in Procedia computer science (2015)
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Journal Article
Driving Maneuver Detection using Features of Driver's attention and Face Shift through Deeping Learning
Wang, Song, Murphey, Yi Lu
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18.07.2021)
Published in 2021 International Joint Conference on Neural Networks (IJCNN) (18.07.2021)
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Conference Proceeding
Joint learning dictionary and discriminative features for high dimensional data
Xian Wei, Yuanxiang Li, Hao Shen, Kleinsteuber, Martin, Murphey, Yi Lu
Published in 2016 23rd International Conference on Pattern Recognition (ICPR) (01.12.2016)
Published in 2016 23rd International Conference on Pattern Recognition (ICPR) (01.12.2016)
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Conference Proceeding
Sentiment Classification: Feature Selection Based Approaches Versus Deep Learning
Uysal, Alper Kursat, Murphey, Yi Lu
Published in 2017 IEEE International Conference on Computer and Information Technology (CIT) (01.08.2017)
Published in 2017 IEEE International Conference on Computer and Information Technology (CIT) (01.08.2017)
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Conference Proceeding
Unsupervised Driver Workload Learning through Domain Adaptation from Temporal Signals
Xie, Yongquan, Murphey, Yi Lu
Published in 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) (01.05.2020)
Published in 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) (01.05.2020)
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Conference Proceeding