| 2025 | IJCNN | A Robust Multimodal Model with Context-Rich Prompts for Traffic Light State Detection. | Jianzhang Zheng, Yi Lu Murphey, Bruno Giordani, Carol Persad, Amanda Cook Maher |
| 2022 | IJCNN | Structured Deep Learning Models for Accurate Prediction of Real-world Driving Speed for Short and Long-term Horizons. | Zixuan Zhao, Siyu Yang, Christopher Sauer, Atsushi Teraji, Yasuhiro Yamauchi, Takeshi Hirata, A. J. Bisci, Yi Lu Murphey |
| 2021 | IJCNN | Driving Maneuver Detection using Features of Driver's attention and Face Shift through Deeping Learning. | Song Wang, Yi Lu Murphey |
| 2021 | IJCNN | Personalized Session-Based Recommendation Using Graph Attention Networks. | Yongquan Xie, Zhengru Li, Tian Qin, Finn Tseng, Johannes Kristinsson, Shiqi Qiu, Yi Lu Murphey |
| 2021 | IJCNN | Pedestrian Re-identification using a Surround-view Fisheye Camera System. | Zixuan Zhao, Zihao Zhao, Song Wang, Paul Watta, Yi Lu Murphey |
| 2019 | IJCNN | Attention-Driven Driving Maneuver Detection System. | Xishuai Peng, Ava Zhao, Song Wang, Yi Lu Murphey, Yuanxiang Li |
| 2019 | INDIN | Detection of driver stress in real-world driving environment using physiological signals. | Ke Wang, Yi Lu Murphey, Yating Zhou, Xin Hu, Ximu Zhang |
| 2019 | INDIN | Detecting Sequential Human Mental Workload Using U-Net with Continuity-Aware Loss Applied to Streamed Physiological Signals. | Yongquan Xie, Yi Lu Murphey, Dev S. Kochhar |
| 2019 | WACV | Spatial Focal Loss for Pedestrian Detection in Fisheye Imagery. | Xishuai Peng, Yi Lu Murphey, Simon Stent, Yuanxiang Li, Zihao Zhao |
| 2018 | ICCCI | SVM Parameter Optimization Using Swarm Intelligence for Learning from Big Data. | Yongquan Xie, Yi Lu Murphey, Dev S. Kochhar |
| 2018 | ICPR | Driving Maneuver Detection via Sequence Learning from Vehicle Signals and Video Images. | Xishuai Peng, Ruirui Liu, Yi Lu Murphey, Simon Stent, Yuanxiang Li |
| 2018 | ICPR | Weather Recognition Based on Edge Deterioration and Convolutional Neural Networks. | Yuzhou Shi, Yuanxiang Li, Jiawei Liu, Xingang Liu, Yi Lu Murphey |
| 2016 | ICPR | Joint learning dictionary and discriminative features for high dimensional data. | Xian Wei, Yuanxiang Li, Hao Shen, Martin Kleinsteuber, Yi Lu Murphey |
| 2016 | IJCNN | MTS-DeepNet for lane change prediction. | Xipeng Wang, Yi Lu Murphey, Dev S. Kochhar |
| 2015 | ICMLA | Adaptive Fuzzy Prediction for Automotive Applications Usage. | Shiqi Qiu, Ryan A. McGee, Yi Lu Murphey |
| 2015 | IJCNN | Driver yawning detection based on deep convolutional neural learning and robust nose tracking. | Weiwei Zhang, Yi Lu Murphey, Tianyu Wang, Qijie Xu |
| 2014 | CIDM | Automatic text categorization using a system of high-precision and high-recall models. | Dai Li, Yi Lu Murphey |
| 2014 | IJCNN | Specific humidity forecasting using recurrent Neural Network. | Chen Fang, Xipeng Wang, Yi Lu Murphey, David Weber, Perry MacNeille |
| 2014 | IJCNN | A computationally efficient neural dynamics approach to trajectory planning of an intelligent vehicle. | Chaomin Luo, Jiyong Gao, Yi Lu Murphey, Gene Eu Jan |
| 2014 | IJCNN | Intelligent Trip Modeling on Ramps using ramp classification and knowledge base. | Xipeng Wang, Jungme Park, Yi Lu Murphey, Johannes Kristinsson, Ming Kuang, Tony Phillips |
| 2013 | CIDM | Machine learning of engineering diagnostic knowledge from unstructured verbatim text descriptions. | Yinghao Huang, Yi Lu Murphey, Yao Ge |
| 2013 | CIDM | Automotive diagnosis typo correction using domain knowledge and machine learning. | Yinghao Huang, Yi Lu Murphey, Yao Ge |
| 2013 | IJCNN | Intelligent speed profile prediction on urban traffic networks with machine learning. | Jungme Park, Yi Lu Murphey, Johannes Kristinsson, Ryan McGee, Ming Kuang, Tony Phillips |
| 2013 | VTC | Intelligent Energy Management in a Low Cost Hybrid Electric Vehicle Power System. | Yi Lu Murphey, Jungme Park, M. Abul Masrur |
| 2012 | ICPR | Statistical modeling and signal selection in multivariate time series pattern classification. | Ruoqian Liu, Shen Xu, Chen Fang, Yung-wen Liu, Yi Lu Murphey, Dev S. Kochhar |
| 2011 | IJCNN | Battery state of charge estimation based on a combined model of Extended Kalman Filter and neural networks. | Zhihang Chen, Shiqi Qiu, M. Abul Masrur, Yi Lu Murphey |
| 2011 | IJCNN | Real time vehicle speed prediction using a Neural Network Traffic Model. | Jungme Park, Dai Li, Yi Lu Murphey, Johannes Kristinsson, Ryan McGee, Ming Kuang, Tony Phillips |
| 2011 | IJCNN | A hybrid system ensemble based time series signal classification on driver alertness detection. | Shen Xu, Ruoqian Liu, Dai Li, Yi Lu Murphey |
| 2010 | ICECCS | A Multi-agent System for Complex Vehicle Fault Diagnostics and Health Monitoring. | Yi Lu Murphey, Zhihang Chen |
| 2010 | IJCNN | Time-series temporal classification using Feature Ensemble learning. | Ruoqian Liu, Yi Lu Murphey |
| 2010 | IJCNN | Intelligent vehicle power management through neural learning. | Jungme Park, ZhiHang Chen, Yi Lu Murphey |
| 2010 | IJCNN | Vehicle detection using Bayesian Network Enhanced Cascades Classification (BNECC). | Shen Xu, Yi Lu Murphey |
| 2010 | ISNN | A Supervised Fuzzy Adaptive Resonance Theory with Distributed Weight Update. | Aisha Yousuf, Yi Lu Murphey |
| 2009 | IJCNN | Ensembles of neural networks with generalization capabilities for vehicle fault diagnostics. | Yi Lu Murphey, Zhihang Chen, Mahmoud Abou-Nasr, Ryan Baker, Timothy Feldkamp, Ilya V. Kolmanovsky |
| 2009 | SMC | A Robust Multi-class Traffic Sign Detection and Classification System using Asymmetric and Symmetric features. | Jialin Jiao, Zhong Zheng, Jungme Park, Yi Lu Murphey, Yun Luo |
| 2008 | ICPR | Pedestrian detection by modeling local convex shape features. | Jungme Park, Yun Luo, Haoxing Wang, Yi Lu Murphey |
| 2008 | IJCNN | Neural learning of driving environment prediction for vehicle power management. | Yi Lu Murphey, ZhiHang Chen, Leonidas Kiliaris, Jungme Park, Ming Kuang, M. Abul Masrur, Anthony M. Phillips |
| 2008 | VTC | Intelligent Vehicle Power Control Based on Prediction of Road Type and Traffic Congestions. | Jungme Park, Zhihang Chen, Leonidas Kiliaris, Yi Lu Murphey, Ming Kuang, Anthony M. Phillips, M. Abul Masrur |
| 2007 | IJCNN | Incremental Learning for Text Document Classification. | ZhiHang Chen, Liping Huang, Yi Lu Murphey |
| 2007 | IJCNN | OAHO: an Effective Algorithm for Multi-Class Learning from Imbalanced Data. | Yi Lu Murphey, Haoxing Wang, Guobin Ou, Lee A. Feldkamp |
| 2006 | IJCNN | Neural Network Approaches for Text Document Categorization. | Zhihang Chen, Chengwen Ni, Yi Lu Murphey |
| 2005 | IJCNN | Identifying knowledge domain and incremental new class learning in SVM. | Hongbin Jia, Yi Lu Murphey, Daniel Gutchess, Tzyy-Shuh Chang |
| 2005 | IJCNN | Speaker identification using speech and lip features. | Guobin Ou, Xin Li, XiaoCao Yao, Hongbin Jia, Yi Lu Murphey |
| 2005 | IJCNN | Protein secondary structure prediction using machine learning. | BaiFang Zhang, Zhihang Chen, Yi Lu Murphey |
| 2004 | ICPR | An Intelligent Real-time Vision System for Surface Defect Detection. | Hongbin Jia, Yi Lu Murphey, Jianjun Shi, Tzyy-Shuh Chang |
| 2004 | ICPR | A Real-Time Vehicle Detection and Tracking System in Outdoor Traffic Scenes. | Xin Li, XiaoCao Yao, Yi Lu Murphey, Robert Karlsen, Grant Gerhart |
| 2004 | ICPR | Multiclass Pattern Classification Using Neural Networks. | Guobin Ou, Yi Lu Murphey, Lee A. Feldkamp |
| 2003 | IJCNN | Human head detection using multi-modal object features. | Yun Luo, Yi Lu Murphey, Farid Khairallah |
| 2003 | IJCNN | SVM learning from large training data set. | Yi Lu Murphey, Zhihang Chen, May Putrus, Lee A. Feldkamp |
| 2003 | IJCNN | Case-base reasoning in vehicle fault diagnostics. | Ziyan Wen, Jacob A. Crossman, John Cardillo, Yi Lu Murphey |
| 2002 | ICPR | Feature Extraction for a Multiple Pattern Classification Neural Network System. | Yi Lu Murphey, Yun Luo |
| 2000 | ICPR | Automatic Feature Selection - A Hybrid Statistical Approach. | Hong Guo, Yi Lu Murphey |
| 1999 | ICIAP | Dyta: An Intelligent System for Moving Target Detection. | Yi Lu Murphey, Henry Lu, Sridhar Lakshmanan, Robert Karlsen, Grant Gerhart, Thomas Meitzler |
| 1999 | IJCAI | Incremental Learning in a Fuzzy Intelligent System. | Yi Lu Murphey, Tie Qi Chen |