264 citations · 1.1k across the 18 of their papers we have counts for
3 papers · 1 filter
The ASHRAE Great Energy Predictor III competition: Overview and results
Clayton Miller, Pandarasamy Arjunan, Anjukan Kathirgamanathan +8
In late 2019, ASHRAE hosted the Great Energy Predictor III (GEPIII) machine learning competition on the Kaggle platform. This launch marked the third energy prediction competition…
Build2Vec: Building Representation in Vector Space
Mahmoud Abdelrahman, Adrian Chong, Clayton Miller
In this paper, we represent a methodology of a graph embeddings algorithm that is used to transform labeled property graphs obtained from a Building Information Model (BIM). Indust…
Spacematch: Using environmental preferences to match occupants to suitable activity-based workspaces
Tapeesh Sood, Patrick Janssen, Clayton Miller
The activity-based workspace (ABW) paradigm is becoming more popular in commercial office spaces. In this strategy, occupants are given a choice of spaces to do their work and pers…