On the feature engineering of building energy data mining

Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

Computing, Computer Science, Data Mining +16

A Cluster Separation Measure

David L. Davies, Donald W. Bouldin · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1979 · 8.8K citations

Computing, Data Science, Data Analytics +12

A few useful things to know about machine learning

Pedro Domingos · Communications of the ACM · 2012 · 3.2K citations

Computing, Computer Science, Artificial Intelligence +10

EnergyPlus: creating a new-generation building energy simulation program

Drury B. Crawley, Linda K. Lawrie, F.C. Winkelmann et al. · Energy and Buildings · 2001 · 2.7K citations

Architecture, Architectural Engineering, Building Science +12

The gap between predicted and measured energy performance of buildings: A framework for investigation

Pieter de Wilde · Automation in Construction · 2014 · 1K citations

Architecture, Architectural Engineering, Building Science +12