FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2039900281> ?p ?o ?g. }

• W2039900281 endingPage "96" @default.
• W2039900281 startingPage "86" @default.
• W2039900281 abstract "HVAC systems are the major energy consumers in commercial buildings in the United States. These systems are operated to provide comfortable thermal conditions for building occupants. The common practice of defining operational settings for HVAC systems is to use fixed set points, which assume occupants have static comfort requirements. However, thermal comfort has been shown to vary from person to person and also change over time due to climatic variations or acclimation. In this paper, we introduce an online learning approach for modeling and quantifying personalized thermal comfort. In this approach, we fit a probability distribution to each comfort condition (i.e., uncomfortably warm, comfortable, and uncomfortably cool) data set and define the overall comfort of an individual through combing these distributions in a Bayesian network. In order to identify comfort variations over time, Kolmogorov–Smirnov test is used on the joint probability distributions. In order to identify comfortable environmental conditions, a Bayesian optimal classifier is trained using online learning. In order to validate the approach, we collected data from 33 subjects, and an average accuracy of 70.14% and specificity of 76.74% were achieved. In practice, this approach could transform the comfort objectives to constrain functions and prevents pareto optimality problems." @default.
• W2039900281 created "2016-06-24" @default.
• W2039900281 creator A5020274462 @default.
• W2039900281 creator A5065298939 @default.
• W2039900281 creator A5078694512 @default.
• W2039900281 date "2015-10-01" @default.
• W2039900281 modified "2023-10-18" @default.
• W2039900281 title "An online learning approach for quantifying personalized thermal comfort via adaptive stochastic modeling" @default.
• W2039900281 cites W1817561967 @default.
• W2039900281 cites W1994158003 @default.
• W2039900281 cites W1994792353 @default.
• W2039900281 cites W1997541372 @default.
• W2039900281 cites W2000041175 @default.
• W2039900281 cites W2011780923 @default.
• W2039900281 cites W2013079140 @default.
• W2039900281 cites W2021856158 @default.
• W2039900281 cites W2025517205 @default.
• W2039900281 cites W2033342536 @default.
• W2039900281 cites W2043033462 @default.
• W2039900281 cites W2043871169 @default.
• W2039900281 cites W2065893761 @default.
• W2039900281 cites W2068675930 @default.
• W2039900281 cites W2072950325 @default.
• W2039900281 cites W2074787411 @default.
• W2039900281 cites W2076092573 @default.
• W2039900281 cites W2079922090 @default.
• W2039900281 cites W2090859261 @default.
• W2039900281 cites W2098403346 @default.
• W2039900281 cites W2103594223 @default.
• W2039900281 cites W2105641889 @default.
• W2039900281 cites W2132554361 @default.
• W2039900281 cites W2164213041 @default.
• W2039900281 cites W2404772822 @default.
• W2039900281 cites W2483792378 @default.
• W2039900281 cites W2607407650 @default.
• W2039900281 doi "https://doi.org/10.1016/j.buildenv.2015.04.017" @default.
• W2039900281 hasPublicationYear "2015" @default.
• W2039900281 type Work @default.
• W2039900281 sameAs 2039900281 @default.
• W2039900281 citedByCount "142" @default.
• W2039900281 countsByYear W20399002812015 @default.
• W2039900281 countsByYear W20399002812016 @default.
• W2039900281 countsByYear W20399002812017 @default.
• W2039900281 countsByYear W20399002812018 @default.
• W2039900281 countsByYear W20399002812019 @default.
• W2039900281 countsByYear W20399002812020 @default.
• W2039900281 countsByYear W20399002812021 @default.
• W2039900281 countsByYear W20399002812022 @default.
• W2039900281 countsByYear W20399002812023 @default.
• W2039900281 crossrefType "journal-article" @default.
• W2039900281 hasAuthorship W2039900281A5020274462 @default.
• W2039900281 hasAuthorship W2039900281A5065298939 @default.
• W2039900281 hasAuthorship W2039900281A5078694512 @default.
• W2039900281 hasBestOaLocation W20399002811 @default.
• W2039900281 hasConcept C103742991 @default.
• W2039900281 hasConcept C119857082 @default.
• W2039900281 hasConcept C121332964 @default.
• W2039900281 hasConcept C122346748 @default.
• W2039900281 hasConcept C127413603 @default.
• W2039900281 hasConcept C133913538 @default.
• W2039900281 hasConcept C153294291 @default.
• W2039900281 hasConcept C177264268 @default.
• W2039900281 hasConcept C187819001 @default.
• W2039900281 hasConcept C199360897 @default.
• W2039900281 hasConcept C41008148 @default.
• W2039900281 hasConcept C44154836 @default.
• W2039900281 hasConcept C78519656 @default.
• W2039900281 hasConceptScore W2039900281C103742991 @default.
• W2039900281 hasConceptScore W2039900281C119857082 @default.
• W2039900281 hasConceptScore W2039900281C121332964 @default.
• W2039900281 hasConceptScore W2039900281C122346748 @default.
• W2039900281 hasConceptScore W2039900281C127413603 @default.
• W2039900281 hasConceptScore W2039900281C133913538 @default.
• W2039900281 hasConceptScore W2039900281C153294291 @default.
• W2039900281 hasConceptScore W2039900281C177264268 @default.
• W2039900281 hasConceptScore W2039900281C187819001 @default.
• W2039900281 hasConceptScore W2039900281C199360897 @default.
• W2039900281 hasConceptScore W2039900281C41008148 @default.
• W2039900281 hasConceptScore W2039900281C44154836 @default.
• W2039900281 hasConceptScore W2039900281C78519656 @default.
• W2039900281 hasFunder F4320306076 @default.
• W2039900281 hasLocation W20399002811 @default.
• W2039900281 hasLocation W20399002812 @default.
• W2039900281 hasOpenAccess W2039900281 @default.
• W2039900281 hasPrimaryLocation W20399002811 @default.
• W2039900281 hasRelatedWork W2150984846 @default.
• W2039900281 hasRelatedWork W2603855141 @default.
• W2039900281 hasRelatedWork W2940870102 @default.
• W2039900281 hasRelatedWork W2989651212 @default.
• W2039900281 hasRelatedWork W3006321596 @default.
• W2039900281 hasRelatedWork W3009575317 @default.
• W2039900281 hasRelatedWork W3049109971 @default.
• W2039900281 hasRelatedWork W34348310 @default.
• W2039900281 hasRelatedWork W4316039012 @default.
• W2039900281 hasRelatedWork W2182802126 @default.
• W2039900281 hasVolume "92" @default.
• W2039900281 isParatext "false" @default.
• W2039900281 isRetracted "false" @default.

• next