Battery state of charge estimation based on a combined model of Extended Kalman Filter and neural networks. - Zhihang Chen 001; Shiqi Qiu; M. Abul Masrur; Yi Lu Murphey (IJCNN, 2011)

Adaptive Fuzzy Prediction for Automotive Applications Usage. - Shiqi Qiu; Ryan A. McGee; Yi Lu Murphey (ICMLA, 2015)

Building Efficient Probability Transition Matrix Using Machine Learning from Big Data for Personalized Route Prediction. - Xipeng Wang; Yuan Ma; Junru Di; Yi Lu Murphey; Shiqi Qiu; Johannes Kristinsson; Jason Meyer; Finn Tseng; Timothy Feldkamp (INNS Conference on Big Data, 2015)

Dynamic prediction of drivers' personal routes through machine learning. - Yue Dai; Yuan Ma; Qianyi Wang; Yi Lu Murphey; Shiqi Qiu; Johannes Kristinsson; Jason Meyer; Finn Tseng; Timothy Feldkamp (SSCI, 2016)

F2DeepRS: A Deep Recommendation Framework Applied to ICRC Platforms. - Yongquan Xie; Finn Tseng; Johannes Kristinsson; Shiqi Qiu; Yi Lu Murphey (IEA/AIE (2), 2021)

Personalized Session-Based Recommendation Using Graph Attention Networks. - Yongquan Xie; Zhengru Li; Tian Qin; Finn Tseng; Johannes Kristinsson; Shiqi Qiu; Yi Lu Murphey (IJCNN, 2021)

A Meta-Learning Based Framework for Cell-Level Mobile Network Traffic Prediction. - Fuyou Li; Zitian Zhang; Xiaoli Chu; Jiliang Zhang 001; Shiqi Qiu; Jie Zhang 003 (IEEE Trans. Wirel. Commun., 2023)