On the public citation graph

Prediction of Window Opening Behavior in Residential Buildings Using Occupancy-Informed XGBoost and SHAP Analysis

https://doi.org/10.2139/ssrn.6477965
0 signed · 31 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.apenergy.2011.11.075openalex-snapshot
Predicted vs. actual energy performance of non-domestic buildings: Using post-occupancy evaluation data to reduce the performance gap
inferredcites →https://doi.org/10.1016/j.buildenv.2012.07.009openalex-snapshot
Occupants' window opening behaviour: A literature review of factors influencing occupant behaviour and models
inferredcites →https://doi.org/10.1016/j.buildenv.2013.07.005openalex-snapshot
Window opening behaviour modelled from measurements in Danish dwellings
inferredcites →https://doi.org/10.1016/j.buildenv.2014.12.011openalex-snapshot
CO 2 based occupancy detection algorithm: Experimental analysis and validation for office and residential buildings
inferredcites →https://doi.org/10.1016/j.buildenv.2016.03.024openalex-snapshot
Analysis of occupants' behavior related to the use of windows in German households
inferredcites →https://doi.org/10.1016/j.buildenv.2016.12.006openalex-snapshot
Ten questions concerning occupant behavior in buildings: The big picture
inferredcites →https://doi.org/10.1016/j.buildenv.2017.03.021openalex-snapshot
A literature review on driving factors and contextual events influencing occupants' behaviours in buildings
inferredcites →https://doi.org/10.1016/j.buildenv.2017.06.046openalex-snapshot
An integrated psychological response score of the occupants based on their activities and the indoor environmental quality condition changes
inferredcites →https://doi.org/10.1016/j.buildenv.2018.06.030openalex-snapshot
Window-opening behavior in Chinese residential buildings across different climate zones
inferredcites →https://doi.org/10.1016/j.buildenv.2020.107317openalex-snapshot
Carbon dioxide generation rates of different age and gender under various activity levels
inferredcites →https://doi.org/10.1016/j.buildenv.2024.111784openalex-snapshot
Stochastic behavioral models of bedroom window operation in sub-tropical residential buildings
inferredcites →https://doi.org/10.1016/j.enbuild.2015.01.060openalex-snapshot
Window operation and impacts on building energy consumption
inferredcites →https://doi.org/10.1016/j.enbuild.2016.05.097openalex-snapshot
Occupant behavior regarding the manual control of windows in residential buildings
inferredcites →https://doi.org/10.1016/j.enbuild.2016.09.002openalex-snapshot
Indoor occupancy estimation from carbon dioxide concentration
inferredcites →https://doi.org/10.1016/j.enbuild.2017.07.038openalex-snapshot
IEA EBC annex 53: Total energy use in buildings—Analysis and evaluation methods
inferredcites →https://doi.org/10.1016/j.enbuild.2018.06.049openalex-snapshot
A review of occupant behaviour in residential buildings
inferredcites →https://doi.org/10.1016/j.jobe.2021.102514openalex-snapshot
Predicting open-plan office window operating behavior using the random forest algorithm
inferredcites →https://doi.org/10.1016/j.rser.2016.10.011openalex-snapshot
From occupancy to occupant behavior: An analytical survey of data acquisition technologies, modeling methodologies and simulation coupling mechanisms for building energy efficiency
inferredcites →https://doi.org/10.1016/j.rser.2017.04.095openalex-snapshot
A review of data-driven building energy consumption prediction studies
inferredcites →https://doi.org/10.1016/j.rser.2017.09.102openalex-snapshot
Comprehensive analysis of the relationship between thermal comfort and building control research - A data-driven literature review
inferredcites →https://doi.org/10.1016/j.scitotenv.2017.03.048openalex-snapshot
The effect of natural ventilation strategy on indoor air quality in schools
inferredcites →https://doi.org/10.1016/s0378-7788(02)00006-3openalex-snapshot
Adaptive thermal comfort and sustainable thermal standards for buildings
inferredcites →https://doi.org/10.1038/sj.jea.7500409openalex-snapshot
Determining the frequency of open windows in residences: a pilot study in Durham, North Carolina during varying temperature conditions
inferredcites →https://doi.org/10.1080/096132199369615openalex-snapshot
Productivity in buildings: the ‘killer’ variables
inferredcites →https://doi.org/10.1080/10473289.2002.10470775openalex-snapshot
The Effect of Opening Windows on Air Change Rates in Two Homes
inferredcites →https://doi.org/10.1080/19401493.2011.567422openalex-snapshot
Verification of stochastic models of window opening behaviour for residential buildings
inferredcites →https://doi.org/10.1109/tkde.2008.239openalex-snapshot
Learning from Imbalanced Data
inferredcites →https://doi.org/10.1111/ina.12522openalex-snapshot
Modeling occupant behavior of the manual control of windows in residential buildings
inferredcites →https://doi.org/10.1186/s40537-023-00857-7openalex-snapshot
Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data
inferredcites →https://doi.org/10.1613/jair.953openalex-snapshot
SMOTE: Synthetic Minority Over-sampling Technique
inferredcites →https://doi.org/10.3390/info14010054openalex-snapshot
A Comparison of Undersampling, Oversampling, and SMOTE Methods for Dealing with Imbalanced Classification in Educational Data Mining
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.