Extracting Baseline Electricity Usage Using Gradient Tree Boosting. - Taehoon Kim; Dongeun Lee 001; Jaesik Choi; Anna Spurlock; Alex Sim; Annika Todd; Kesheng Wu (SmartCity, 2015)

Comparison of Clustering Techniques for Residential Energy Behavior Using Smart Meter Data. - Ling Jin; Doris Lee; Alex Sim; Sam Borgeson; Kesheng Wu; C. Anna Spurlock; Annika Todd (AAAI Workshops, 2017)

Predicting baseline for analysis of electricity pricing. - Taehoon Kim; Jaesik Choi; Dongeun Lee 001; Alex Sim; C. Anna Spurlock; Annika Todd; Kesheng Wu (Int. J. Big Data Intell., 2018)

Evaluating the Effects of Missing Values and Mixed Data Types on Social Sequence Clustering Using t-SNE Visualization. - Alina Lazar; Ling Jin; C. Anna Spurlock; Kesheng Wu; Alex Sim; Annika Todd (ACM J. Data Inf. Qual., 2019)

Investigating Underlying Drivers of Variability in Residential Energy Usage Patterns with Daily Load Shape Clustering of Smart Meter Data. - Ling Jin; C. Anna Spurlock; Sam Borgeson; Alina Lazar; Daniel Fredman; Annika Todd; Alexander Sim; Kesheng Wu (CoRR, 2021)