Publications

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2021
Popovich, Natalie, C. Anna Spurlock, Zachary Needell, Ling Jin, Thomas P Wenzel, Colin Sheppard, and Mona Asudegi. "A methodology to develop a geospatial transportation typology." Journal of Transport Geography 93 (2021) 103061.

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   Accepted Version PDF (2.28 MB)
2020
Jin, Ling, Alina Lazar, James Sears, Annika Todd, Alex Sim, Kesheng Wu, Hung-Chia Yang, and C. Anna Spurlock. "Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes." IEEE Access (2020) 1-17.

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   Pre-print Article PDF (2.79 MB)
Huntington, Tyler, Xinguang Cui, Umakant Mishra, and Corinne D Scown. "Machine learning to predict biomass sorghum yields under future climate scenarios." Biofuels, Bioproducts and Biorefining 14.3 (2020) 566 - 577.
2019
Lazar, Alina, Alexandra Ballow, Ling Jin, C. Anna Spurlock, Alex Sim, and Kesheng Wu. "Machine Learning for Prediction of Mid to Long Term Habitual Transportation Mode Use." 2019 IEEE International Conference on Big Data (Big Data)2019 IEEE International Conference on Big Data (Big Data). Los Angeles, CA, USA: IEEE, 2019.

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   PDF (204.38 KB)
2012
Najafi, Massieh, David M Auslander, Peter L Bartlett, Philip Haves, and Michael D Sohn. "Application of machine learning in the fault diagnostics of air handling units." Applied Energy 96 (2012) 347 - 358.