Matches in SemOpenAlex for { <https://semopenalex.org/work/W3000520544> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W3000520544 abstract "This paper presents a multi-layer perceptron model for the estimation of classrooms number of occupants from sensed indoor environmental data-relative humidity, air temperature, and carbon dioxide concentration. The modelling datasets were collected from two classrooms in the Secondary School of Pombal, Portugal. The number of occupants and occupation periods were obtained from class attendance reports. However, post-class occupancy was unknown and the developed model is used to reconstruct the classrooms occupancy by filling the unreported periods. Different model structure and environment variables combination were tested. The model with best accuracy had as input vector 10 variables of five averaged time intervals of relative humidity and carbon dioxide concentration. The model presented a mean square error of 1.99, coefficient of determination of 0.96 with a significance of p-value < 0.001, and a mean absolute error of 1 occupant. These results show promising estimation capabilities in uncertain indoor environment conditions." @default.
- W3000520544 created "2020-01-23" @default.
- W3000520544 creator A5013574647 @default.
- W3000520544 creator A5055242018 @default.
- W3000520544 creator A5077516475 @default.
- W3000520544 creator A5079023115 @default.
- W3000520544 creator A5087384564 @default.
- W3000520544 date "2017-02-07" @default.
- W3000520544 modified "2023-09-26" @default.
- W3000520544 title "Estimation of classrooms occupancy using a multi-layer perceptron" @default.
- W3000520544 hasPublicationYear "2017" @default.
- W3000520544 type Work @default.
- W3000520544 sameAs 3000520544 @default.
- W3000520544 citedByCount "0" @default.
- W3000520544 crossrefType "journal-article" @default.
- W3000520544 hasAuthorship W3000520544A5013574647 @default.
- W3000520544 hasAuthorship W3000520544A5055242018 @default.
- W3000520544 hasAuthorship W3000520544A5077516475 @default.
- W3000520544 hasAuthorship W3000520544A5079023115 @default.
- W3000520544 hasAuthorship W3000520544A5087384564 @default.
- W3000520544 hasConcept C105795698 @default.
- W3000520544 hasConcept C119857082 @default.
- W3000520544 hasConcept C127413603 @default.
- W3000520544 hasConcept C139945424 @default.
- W3000520544 hasConcept C147176958 @default.
- W3000520544 hasConcept C153294291 @default.
- W3000520544 hasConcept C158960510 @default.
- W3000520544 hasConcept C160331591 @default.
- W3000520544 hasConcept C179717631 @default.
- W3000520544 hasConcept C201995342 @default.
- W3000520544 hasConcept C205649164 @default.
- W3000520544 hasConcept C33923547 @default.
- W3000520544 hasConcept C39432304 @default.
- W3000520544 hasConcept C41008148 @default.
- W3000520544 hasConcept C50644808 @default.
- W3000520544 hasConcept C60908668 @default.
- W3000520544 hasConcept C96250715 @default.
- W3000520544 hasConceptScore W3000520544C105795698 @default.
- W3000520544 hasConceptScore W3000520544C119857082 @default.
- W3000520544 hasConceptScore W3000520544C127413603 @default.
- W3000520544 hasConceptScore W3000520544C139945424 @default.
- W3000520544 hasConceptScore W3000520544C147176958 @default.
- W3000520544 hasConceptScore W3000520544C153294291 @default.
- W3000520544 hasConceptScore W3000520544C158960510 @default.
- W3000520544 hasConceptScore W3000520544C160331591 @default.
- W3000520544 hasConceptScore W3000520544C179717631 @default.
- W3000520544 hasConceptScore W3000520544C201995342 @default.
- W3000520544 hasConceptScore W3000520544C205649164 @default.
- W3000520544 hasConceptScore W3000520544C33923547 @default.
- W3000520544 hasConceptScore W3000520544C39432304 @default.
- W3000520544 hasConceptScore W3000520544C41008148 @default.
- W3000520544 hasConceptScore W3000520544C50644808 @default.
- W3000520544 hasConceptScore W3000520544C60908668 @default.
- W3000520544 hasConceptScore W3000520544C96250715 @default.
- W3000520544 hasLocation W30005205441 @default.
- W3000520544 hasOpenAccess W3000520544 @default.
- W3000520544 hasPrimaryLocation W30005205441 @default.
- W3000520544 hasRelatedWork W2013315181 @default.
- W3000520544 hasRelatedWork W2013766566 @default.
- W3000520544 hasRelatedWork W2069655153 @default.
- W3000520544 hasRelatedWork W2117510083 @default.
- W3000520544 hasRelatedWork W2129009927 @default.
- W3000520544 hasRelatedWork W2311566521 @default.
- W3000520544 hasRelatedWork W2735256139 @default.
- W3000520544 hasRelatedWork W2810513114 @default.
- W3000520544 hasRelatedWork W2961159920 @default.
- W3000520544 hasRelatedWork W3005896249 @default.
- W3000520544 hasRelatedWork W3015967199 @default.
- W3000520544 hasRelatedWork W3082999205 @default.
- W3000520544 hasRelatedWork W3112344815 @default.
- W3000520544 hasRelatedWork W3118762074 @default.
- W3000520544 hasRelatedWork W3123824159 @default.
- W3000520544 hasRelatedWork W3125411266 @default.
- W3000520544 hasRelatedWork W3162072794 @default.
- W3000520544 hasRelatedWork W3194619426 @default.
- W3000520544 hasRelatedWork W2740037824 @default.
- W3000520544 hasRelatedWork W2892302731 @default.
- W3000520544 isParatext "false" @default.
- W3000520544 isRetracted "false" @default.
- W3000520544 magId "3000520544" @default.
- W3000520544 workType "article" @default.