Distance Until Charge prediction and fuel economy impact for Plug-in Hybrid Vehicles. - Payam Naghshtabrizi; Johannes Kristinsson; Hai Yu; Ryan McGee (ACC, 2011)

Contextual on-board learning and prediction of vehicle destinations. - Dimitar P. Filev; Fling Tseng; Johannes Kristinsson; Ryan McGee (CIVTS, 2011)

Real time vehicle speed predition using gas-kinetic traffic modeling. - Ruoqian Liu; Shen Xu; Jungme Park; Yi Lu Murphey; Johannes Kristinsson; Ryan McGee; Ming Kuang; Tony Phillips (CIVTS, 2011)

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 (IJCNN, 2011)

Evaluation of the Use of Quality Attribute Scenarios in a Plug-In Hybrid Electric Vehicle Controls System - Industrial Case Study. - Anthony Tsakiris; Johannes Kristinsson; Ryan McGee (WICSA, 2011)

Intelligent speed profile prediction on urban traffic networks with machine learning. - Jungme Park; Yi Lu Murphey; Johannes Kristinsson; Ryan McGee; Ming Kuang; Tony Phillips (IJCNN, 2013)

Intelligent Trip Modeling on Ramps using ramp classification and knowledge base. - Xipeng Wang; Jungme Park; Yi Lu Murphey; Johannes Kristinsson; Ming Kuang; Tony Phillips (IJCNN, 2014)

Intelligent Trip Modeling for the Prediction of an Origin-Destination Traveling Speed Profile. - Jungme Park; Yi Lu Murphey; Ryan McGee; Johannes Kristinsson; Ming L. Kuang; Anthony M. Phillips (IEEE Trans. Intell. Transp. Syst., 2014)

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)

Path-forecasting for HEV optimal energy management (POEM). - Yanan Zhao; Ming L. Kuang; Anthony M. Phillips; Johannes Kristinsson (ACC, 2016)

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)