C Anna Spurlock

Publications

Viewing 25 of 39 publications

2024

Jin, Ling, Xiaodan Xu, Yuhan Wang, Alina Lazar, Kaveh Farokhi Sadabadi, C Anna Spurlock, Zachary Needell, Duleep Rathgamage Don, Mahyar Amirgholy, and Mona Asudegi. "Macroscopic Traffic Modeling Using Probe Vehicle Data: A Machine Learning Approach." Data Science for Transportation 6.3 (2024).

DOI | Google Scholar | BibTeX | Endnote tagged

Jin, Ling, Connor P Jackson, Yuhan Wang, Qianmiao Chen, Tin Ho, C Anna Spurlock, Aaron Brooker, Jake Holden, Jeff Gonder, Mohamed Amine Bouzaghrane, Bingrong Sun, Shivam Sharda, Venu Garikapati, Thomas P Wenzel, and Juan Caicedo. "Technology progress and clean vehicle policies on fleet turnover and equity: insights from household vehicle fleet micro-simulations with ATLAS." Transportation Planning and Technology (2024) 1–24.

DOI | Google Scholar | BibTeX | Endnote tagged

Xu, Xiaodan, Hung-Chia Yang, Kyungsoo Jeong, William Bui, Srinath Ravulaparthy, Haitam Laarabi, Zachary Needell, and C Anna Spurlock. "Teaching freight mode choice models new tricks using interpretable machine learning methods." Frontiers in Future Transportation 5 (2024).

DOI | Google Scholar | BibTeX | Endnote tagged

Rezaei, Nazanin, Annika Todd-Blick, K Sydny Fujita, Natalie Popovich, Zachary Needell, Cristian Poliziani, Juan Caicedo, Carlos Guirado, and C Anna Spurlock. "At the nexus of equity and transportation modeling: Assessing accessibility through the Individual Experienced Utility-Based Synthesis (INEXUS) metric." Journal of Transport Geography 115 (2024) 103824.

DOI | Google Scholar | BibTeX | Endnote tagged

2023

Jin, Ling, Xiaodan Xu, Yuhan Wang, Kaveh Farokhi Sadabadi, Alina Lazar, Duleep Rathgamage Don, Zachary Needell, C Anna Spurlock, Mahyar Amirgholy, and Mona Asudegi. "Leveraging Probe Data and Machine Learning to Derive and Interpret Macroscopic Fundamental Diagrams Across U.S. Cities." 2023 IEEE International Conference on Big Data (BigData). Sorrento, Italy: IEEE, 2023.

Yang, Hung-Chia, Ling Jin, Alina Lazar, Annika Todd-Blick, Alex Sim, Kesheng Wu, Qianmiao Chen, and C Anna Spurlock. "Gender Gaps in Mode Usage, Vehicle Ownership, and Spatial Mobility When Entering Parenthood: A Life Course Perspective." Systems 11.6 (2023) 314.

DOI | Google Scholar | BibTeX | Endnote tagged

2022

Elmallah, Salma, Tony G Reames, and C Anna Spurlock. "Frontlining energy justice: Visioning principles for energy transitions from community-based organizations in the United States." Energy Research & Social Science 94 (2022).

DOI | Google Scholar | BibTeX | Endnote tagged

Spurlock, C Anna, Salma Elmallah, and Tony Reames. "Equitable deep decarbonization: A framework to facilitate energy justice-based multidisciplinary modeling." Energy Research & Social Science 92 (2022) 102808.

DOI | Google Scholar | BibTeX | Endnote tagged

Jin, Ling, Alina Azar, Caitlin Brown, Bingrong Sun, Venu Garikapati, Srinath Ravulaparthy, Qianmiao Chen, Alex Sim, Kesheng Wu, Tin Ho, Thomas P Wenzel, and C Anna Spurlock. "What Makes You Hold on to That Old Car? Joint Insights from Machine Learning and Multinomial Logit on Vehicle-level Transaction Decisions." Frontiers in Future Transportation - Connected Mobility and Automation (2022).

DOI | Google Scholar | BibTeX | Endnote tagged

Spurlock, C Anna, and K Sydny Fujita. "Equity implications of market structure and appliance energy efficiency regulation." Energy Policy 165 (2022) 112943.

DOI | Google Scholar | BibTeX | Endnote tagged

2021

Wells, Emily McAuliffe, Mitchell J Small, C Anna Spurlock, and Gabrielle Wong-Parodi. "Factors associated with emerging multimodal transportation behavior in the San Francisco Bay Area." Environmental Research: Infrastructure and Sustainability 1 (2021).

Google Scholar | BibTeX | Endnote tagged

Lazar, Alina, Ling Jin, Caitlin Brown, C Anna Spurlock, Alex Sim, and Kesheng Wu. "Performance of the Gold Standard and Machine Learning in Predicting Vehicle Transactions." 2021 IEEE International Conference on Big Data (Big Data). Orlando, FL, USA: IEEE, 2021.

Fowlie, Meredith, Catherine Wolfram, Patrick Baylis, C Anna Spurlock, Annika Todd-Blick, and Peter Cappers. "Default Effects and Follow-On Behaviour: Evidence From an Electricity Pricing Program." The Review of Economic Studies 88.6 (2021) 2886–2934.

Pre-print Journal Article PDF

DOI | Google Scholar | BibTeX | Endnote tagged

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.

Accepted Version PDF

DOI | Google Scholar | BibTeX | Endnote tagged

2020

Spurlock, C Anna, Saika Belal, K Sydny Fujita, and Nikhil Sawe. Enabling behavior through personal commitment statements: why do they work?. 2020.

Jin, Ling, Alina Lazar, James Sears, Annika Todd-Blick, 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.

Pre-print Article PDF

DOI | Google Scholar | BibTeX | Endnote tagged

Todd-Blick, Annika, C Anna Spurlock, Ling Jin, Peter Cappers, Sam Borgeson, Daniel Fredman, and Jarett Zuboy. "Winners are not keepers: Characterizing household engagement, gains, and energy patterns in demand response using machine learning in the United States." Energy Research & Social Science 70 (2020).

Pre-print Journal Article PDF

DOI | Google Scholar | BibTeX | Endnote tagged

Cappers, Peter, and C Anna Spurlock. A Handbook for Designing, Implementing, and Evaluating Successful Electric Utility Pilots. 2020.

Presentation PDF

Spurlock, C Anna, Annika Todd-Blick, Gabrielle Wong-Parodi, and Victor Walker. "Children, Income, and the Impact of Home- Delivery on Household Shopping Trips." Transportation Research Record (2020).

Pre-print Journal Article PDF

DOI | Google Scholar | BibTeX | Endnote tagged

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.

Todd-Blick, Annika, Peter Cappers, C Anna Spurlock, and Ling Jin. "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

DOI | Google Scholar | BibTeX | Endnote tagged

Lazar, Alina, Ling Jin, C Anna Spurlock, Kesheng Wu, Alex Sim, and Annika Todd-Blick. "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.

DOI | Google Scholar | BibTeX | Endnote tagged

Spurlock, C Anna, James Sears, Gabrielle Wong-Parodi, Victor Walker, Ling Jin, Margaret Taylor, Andrew Duvall, Anand R Gopal, and Annika Todd-Blick. "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

DOI | Google Scholar | BibTeX | Endnote tagged

2016

Jin, Ling, C Anna Spurlock, Sam Borgeson, Daniel Fredman, Liesel Hans, Siddharth Patel, and Annika Todd-Blick. Load Shape Clustering Using Residential Smart Meter Data: a Technical Memorandum. 2016.