Statistical change detection of building energy consumption: Applications to savings estimation

Optimal Detection of Changepoints With a Linear Computational Cost

Rebecca Killick, Paul Fearnhead, Idris A. Eckley · Journal of the American Statistical Association · 2012 · 2.3K citations · Full text

<b>changepoint</b>: An<i>R</i>Package for Changepoint Analysis

Rebecca Killick, Idris A. Eckley · Journal of Statistical Software · 2014 · 1.2K citations · Full text

Trend Analysis, Systems Analysis, Engineering +15

A Method for Cluster Analysis

A. W. F. Edwards, L. L. Cavalli‐Sforza · Biometrics · 1965 · 581 citations

Engineering, Tree Diagram, Cluster Analysis +20

Gradient boosting machine for modeling the energy consumption of commercial buildings

Samir Touzani, Jessica Granderson, Samuel Fernandes · Energy and Buildings · 2017 · 468 citations · Full text

Built Environment, Energy Consumption, Gradient Boosting Machine +13

<b>TSclust</b>: An<i>R</i>Package for Time Series Clustering

Pablo Montero, José A. Vilar · Journal of Statistical Software · 2014 · 413 citations · Full text

Cluster Computing, Engineering, Cluster Analysis +18