Publications
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] Type Year Filters: Author is C. Anna Spurlock [Clear All Filters]
. "Children, Income, and the Impact of Home- Delivery on Household Shopping Trips." Transportation Research Record (2020). 
Pre-print Journal Article PDF (1002.37 KB) Appendix PDF (742.46 KB)
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Pre-print Journal Article PDF (1002.37 KB) Appendix PDF (742.46 KB). "Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes." IEEE Access (2020) 1-17. Pre-print Article PDF (2.79 MB)
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Pre-print Article PDF (2.79 MB). "Comparison of Clustering Techniques for Residential Energy Behavior using Smart Meter Data." AAAI Workshops - Artificial Intelligence for Smart Grids and Buildings, March 2017. San Francisco, CA , 2017. PDF (2.04 MB)
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PDF (2.04 MB). "Describing the users: Understanding adoption of and interest in shared, electrified, and automated transportation in the San Francisco Bay Area." Transportation Research Part D: Transport and Environment 71 (2019) 283-301. Pre-print Journal Article PDF (7.78 MB) Appendix PDF (6.01 MB)
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Pre-print Journal Article PDF (7.78 MB) Appendix PDF (6.01 MB). "Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization." Journal of Data and Information Quality 11.2 (2019) 1 - 22.
. Experiences of Vulnerable Residential Customer Subpopulations with Critical Peak Pricing. 2016. LBNL-1006294. Report PDF (1.77 MB) Presentation PDF (873.48 KB)
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Report PDF (1.77 MB) Presentation PDF (873.48 KB). "Go for the Silver? Evidence from field studies quantifying the difference in evaluation results between “gold standard” randomized controlled trial methods versus quasi-experimental methods." 2016 ACEEE Summer Study on Energy Efficiency in Buildings 2016.
. Load Shape Clustering Using Residential Smart Meter Data: a Technical Memorandum. 2016. PDF (741.41 KB)
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PDF (741.41 KB). "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. PDF (204.38 KB)
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PDF (204.38 KB). "A methodology to develop a geospatial transportation typology." Journal of Transport Geography 93 (2021) 103061.
. "Spillover as a cause of bias in baseline evaluation methods for demand response programs." Applied Energy 250 (2019) 344 - 357. Pre-print Journal Article PDF (1.07 MB)
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Pre-print Journal Article PDF (1.07 MB). "Time Will Tell: Using Smart Meter Time Series Data to Derive Household Features and Explain Heter ogeneity in Pricing Programs." 2016 ACEEE Summer Study on Energy Efficiency in Buildings 2016.