Yi Lu Murphey

Yi Lu Murphey, Jungme Park, Leonidas Kiliaris, Ming Kuang, M. Abul Masrur, Anthony M. Phillips, Qing Wang: Intelligent Hybrid Vehicle Power Control - Part II: Online Intelligent Energy Management. IEEE T. Vehicular Technology 62(1): 69-79 (2013)

Yi Lu Murphey, Jungme Park, ZhiHang Chen, Ming Kuang, M. Abul Masrur, Anthony M. Phillips: Intelligent Hybrid Vehicle Power Control - Part I: Machine Learning of Optimal Vehicle Power. IEEE T. Vehicular Technology 61(8): 3519-3530 (2012)

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

Shen Xu, Ruoqian Liu, Dai Li, Yi Lu Murphey: A hybrid system ensemble based time series signal classification on driver alertness detection. IJCNN 2011: 2093-2099

ZhiHang Chen, Shiqi Qiu, M. Abul Masrur, Yi Lu Murphey: Battery state of charge estimation based on a combined model of Extended Kalman Filter and neural networks. IJCNN 2011: 2156-2163

Jungme Park, Dai Li, Yi Lu Murphey, Johannes Kristinsson, Ryan McGee, Ming Kuang, Tony Phillips: Real time vehicle speed prediction using a Neural Network Traffic Model. IJCNN 2011: 2991-2996

Yinghao Huang, Naeem Seliya, Yi Lu Murphey, Roy B. Friedenthal: Classifying Independent Medical Examination Reports using SOM Networks. DMIN 2010: 58-64

Yi Lu Murphey, ZhiHang Chen: A Multi-agent System for Complex Vehicle Fault Diagnostics and Health Monitoring. ICECCS 2010: 257-258

Ruoqian Liu, Yi Lu Murphey: Time-series temporal classification using Feature Ensemble learning. IJCNN 2010: 1-5

Jungme Park, ZhiHang Chen, Yi Lu Murphey: Intelligent vehicle power management through neural learning. IJCNN 2010: 1-7

Shen Xu, Yi Lu Murphey: Vehicle detection using Bayesian Network Enhanced Cascades Classification (BNECC). IJCNN 2010: 1-6

Aisha Yousuf, Yi Lu Murphey: A Supervised Fuzzy Adaptive Resonance Theory with Distributed Weight Update. ISNN (1) 2010: 430-435

Jungme Park, ZhiHang Chen, Leonidas Kiliaris, Ming Kuang, M. Abul Masrur, Anthony M. Phillips, Yi Lu Murphey: Intelligent Vehicle Power Control Based on Machine Learning of Optimal Control Parameters and Prediction of Road Type and Traffic Congestion. IEEE T. Vehicular Technology 58(9): 4741-4756 (2009)

Yinghao Huang, Naeem Seliya, Yi Lu Murphey, Roy B. Friedenthal: Name Entity Recognition and Classification in Medical Text Documents. DMIN 2009: 144-150

Yi Lu Murphey, ZhiHang Chen, Mahmoud Abou-Nasr, Ryan Baker, Timothy Feldkamp, Ilya V. Kolmanovsky: Ensembles of neural networks with generalization capabilities for vehicle fault diagnostics. IJCNN 2009: 2188-2194

Jialin Jiao, Zhong Zheng, Jungme Park, Yi Lu Murphey, Yun Luo: A Robust Multi-class Traffic Sign Detection and Classification System using Asymmetric and Symmetric features. SMC 2009: 3421-3427

Yi Lu Murphey, ZhiHang Chen, Lee A. Feldkamp: An incremental neural learning framework and its application to vehicle diagnostics. Appl. Intell. 28(1): 29-49 (2008)

ZhiHang Chen, M. Abul Masrur, Yi Lu Murphey: Intelligent vehicle power management using machine learning and fuzzy logic. FUZZ-IEEE 2008: 2351-2358

Jungme Park, Yun Luo, Haoxing Wang, Yi Lu Murphey: Pedestrian detection by modeling local convex shape features. ICPR 2008: 1-4

Yi Lu Murphey, ZhiHang Chen, Leonidas Kiliaris, Jungme Park, Ming Kuang, M. Abul Masrur, Anthony M. Phillips: Neural learning of driving environment prediction for vehicle power management. IJCNN 2008: 3755-3761

Jungme Park, ZhiHang Chen, Leonidas Kiliaris, Yi Lu Murphey, Ming Kuang, Anthony M. Phillips, M. Abul Masrur: Intelligent Vehicle Power Control Based on Prediction of Road Type and Traffic Congestions. VTC Fall 2008: 1-5

Jungme Park, Yi Lu Murphey: Edge Detection in Grayscale, Color, and Range Images. Wiley Encyclopedia of Computer Science and Engineering 2008

Yi Lu Murphey: Intelligent Vehicle Power Management: An Overview. Computational Intelligence in Automotive Applications 2008: 169-190

Guobin Ou, Yi Lu Murphey: Multi-class pattern classification using neural networks. Pattern Recognition 40(1): 4-18 (2007)

Yi Lu Murphey, Haoxing Wang, Guobin Ou, Lee A. Feldkamp: OAHO: an Effective Algorithm for Multi-Class Learning from Imbalanced Data. IJCNN 2007: 406-411

ZhiHang Chen, Liping Huang, Yi Lu Murphey: Incremental Learning for Text Document Classification. IJCNN 2007: 2592-2597

Yi Lu Murphey, M. Abul Masrur, ZhiHang Chen: Fault Diagnostics in Electric Drives Using Machine Learning. IEA/AIE 2006: 1169-1178

Liping Huang, Yi Lu Murphey: Text Mining with Application to Engineering Diagnostics. IEA/AIE 2006: 1309-1317

ZhiHang Chen, Chengwen Ni, Yi Lu Murphey: Neural Network Approaches for Text Document Categorization. IJCNN 2006: 1054-1060

Liping Huang, ZhiHang Chen, Yi Lu Murphey: UM-D at TREC 2005: Genomics Track. TREC 2005

Yi Lu Murphey, Hong Guo, Lee A. Feldkamp: Neural Learning from Unbalanced Data. Appl. Intell. 21(2): 117-128 (2004)

Hongbin Jia, Yi Lu Murphey, Jianjun Shi, Tzyy-Shuh Chang: An Intelligent Real-time Vision System for Surface Defect Detection. ICPR (3) 2004: 239-242

Guobin Ou, Yi Lu Murphey, Lee A. Feldkamp: Multiclass Pattern Classification Using Neural Networks. ICPR (4) 2004: 585-588

Xin Li, XiaoCao Yao, Yi Lu Murphey, Robert Karlsen, Grant Gerhart: A Real-Time Vehicle Detection and Tracking System in Outdoor Traffic Scenes. ICPR (2) 2004: 761-764

Yi Lu Murphey, Hongbin Jia, Michael DelRose: Registering real, virtual imagery. Pattern Recognition 36(10): 2363-2375 (2003)

Yi Lu Murphey, Hongbin Jia, Michael DelRose: Mapping Virtual Objects into Real Scene. IEA/AIE 2003: 62-71

Tie Qi Chen, Yi Lu Murphey, Robert Karlsen, Grant Gerhart: Color Image Segmentation in Color and Spatial Domain. IEA/AIE 2003: 72-82

Yi Lu Murphey, Jacob Crossman, ZhiHang Chen: Multiple Signal Fault Detection Using Fuzzy Logic. IEA/AIE 2003: 83-92

Yi Lu Murphey, Yun Luo: Feature Extraction for a Multiple Pattern Classification Neural Network System. ICPR (2) 2002: 220-223

Hong Guo, Yi Lu Murphey: Neural Learning from Unbalanced Data Using Noise Modeling. IEA/AIE 2001: 259-268

Tie Qi Chen, Jianxin Zhang, Youning Zhou, Yi Lu Murphey: A Smart Machine Vision System for PCB Inspection. IEA/AIE 2001: 513-518

Yi Lu Murphey, Jianxin Zhang, Michael DelRose: Registering Video with Virtual Imagery using Robust Image Features. VIIP 2001: 670-675

Yi Lu Murphey, Jianxin Zhang, Michael DelRose: Registering Real-Scene to Virtual Imagery Using Robust Image Features. VMV 2001: 51-58

Hong Guo, Yi Lu Murphey: Automatic Feature Selection - A Hybrid Statistical Approach. ICPR 2000: 2382-2385

Yi Lu Murphey, Henry Lu, Sridhar Lakshmanan, Robert Karlsen, Grant Gerhart, Thomas Meitzler: Dyta: An Intelligent System for Moving Target Detection. ICIAP 1999: 1116-

Yi Lu Murphey, Tie Qi Chen: Incremental Learning in a Fuzzy Intelligent System. IJCAI 1999: 1376-1384