Anna Spurlock
According to our database1,
Anna Spurlock
authored at least 11 papers
between 2015 and 2023.
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Bibliography
2023
Gender Gaps in Mode Usage, Vehicle Ownership, and Spatial Mobility When Entering Parenthood: A Life Course Perspective.
Syst., 2023
Leveraging Probe Data and Machine Learning to Derive and Interpret Macroscopic Fundamental Diagrams Across U.S. Cities.
Proceedings of the IEEE International Conference on Big Data, 2023
2021
Investigating Underlying Drivers of Variability in Residential Energy Usage Patterns with Daily Load Shape Clustering of Smart Meter Data.
CoRR, 2021
Performance of the Gold Standard and Machine Learning in Predicting Vehicle Transactions.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Clustering Life Course to Understand the Heterogeneous Effects of Life Events, Gender, and Generation on Habitual Travel Modes.
IEEE Access, 2020
2019
Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization.
ACM J. Data Inf. Qual., 2019
Machine Learning for Prediction of Mid to Long Term Habitual Transportation Mode Use.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Int. J. Big Data Intell., 2018
2017
Data quality challenges with missing values and mixed types in joint sequence analysis.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
Comparison of Clustering Techniques for Residential Energy Behavior Using Smart Meter Data.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
2015
Proceedings of the 2015 IEEE International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2 2015, 2015