articleTop 1% cited

Personal comfort models: Predicting individuals' thermal preference using occupant heating and cooling behavior and machine learning

Building and Environment · 2017 · Vol. 129 · pp. 96–106

Joyce Kim✉(University of California, Berkeley)Yuxun Zhou(University of California, Berkeley)Stefano Schiavon(University of California, Berkeley)Paul Raftery(University of California, Berkeley)Gail Brager(University of California, Berkeley)

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Building Energy and Comfort Optimization Urban Heat Island Mitigation Wind and Air Flow StudiesThermal comfortPreferenceSimulationField (mathematics)Computer sciencePopulationEngineeringStatisticsMathematicsGeography

Funding

National Oceanic and Atmospheric Administration

Citations

442

FWCI

32.54

field-weighted impact

References

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100%

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Citations per year

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References

Interactions with window openings by office occupants

Building and Environment · 2009 · 447 citations

Adaptive thermal comfort and sustainable thermal standards for buildings

Energy and Buildings · 2002 · 1,761 citations

Regularization and Variable Selection Via the Elastic Net

Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 20,431 citations

Extending air temperature setpoints: Simulated energy savings and design considerations for new and retrofit buildings

Building and Environment · 2014 · 581 citations

The meaning and use of the area under a receiver operating characteristic (ROC) curve.

Radiology · 1982 · 21,496 citations

A review on buildings energy consumption information

Energy and Buildings · 2007 · 6,392 citations

Thermal Environmental Conditions for Human Occupancy

Medical Entomology and Zoology · 1992 · 6,141 citations

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