Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285407526> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W4285407526 abstract "Machine learning-based solutions for occupancy de-tection ubiquitously use multilayer Long Short-Term Memory (LSTM) models to achieve high accuracy with large time series data. This paper presents a streamlined and optimized single-layer logistic regression machine learning model that predicts the occupancy of an Electric Vehicle (EV) charging station given the occupancy of neighboring stations. In addition to this new neighbor-based approach, the model was optimized for the time of day. Trained on data from 57 EV charging stations around the University of California San Diego campus, the model achieved an 88.43 % average accuracy and 92.23 % maximum accuracy in predicting occupancy, outperforming a persistence model benchmark." @default.
- W4285407526 created "2022-07-14" @default.
- W4285407526 creator A5024143856 @default.
- W4285407526 creator A5039571036 @default.
- W4285407526 creator A5079552946 @default.
- W4285407526 date "2022-06-06" @default.
- W4285407526 modified "2023-09-27" @default.
- W4285407526 title "Neighbor-Based Optimized Logistic Regression Machine Learning Model For Electric Vehicle Occupancy Detection" @default.
- W4285407526 cites W1498436455 @default.
- W4285407526 cites W2773353611 @default.
- W4285407526 cites W2904943247 @default.
- W4285407526 cites W2943416543 @default.
- W4285407526 cites W2946038451 @default.
- W4285407526 cites W2963156201 @default.
- W4285407526 cites W3021332106 @default.
- W4285407526 cites W3178768256 @default.
- W4285407526 cites W4200524961 @default.
- W4285407526 cites W4206647748 @default.
- W4285407526 doi "https://doi.org/10.1109/aiiot54504.2022.9817240" @default.
- W4285407526 hasPublicationYear "2022" @default.
- W4285407526 type Work @default.
- W4285407526 citedByCount "0" @default.
- W4285407526 crossrefType "proceedings-article" @default.
- W4285407526 hasAuthorship W4285407526A5024143856 @default.
- W4285407526 hasAuthorship W4285407526A5039571036 @default.
- W4285407526 hasAuthorship W4285407526A5079552946 @default.
- W4285407526 hasBestOaLocation W42854075262 @default.
- W4285407526 hasConcept C119857082 @default.
- W4285407526 hasConcept C121332964 @default.
- W4285407526 hasConcept C124101348 @default.
- W4285407526 hasConcept C127413603 @default.
- W4285407526 hasConcept C13280743 @default.
- W4285407526 hasConcept C151956035 @default.
- W4285407526 hasConcept C154945302 @default.
- W4285407526 hasConcept C160331591 @default.
- W4285407526 hasConcept C170154142 @default.
- W4285407526 hasConcept C185798385 @default.
- W4285407526 hasConcept C205649164 @default.
- W4285407526 hasConcept C41008148 @default.
- W4285407526 hasConcept C61797465 @default.
- W4285407526 hasConcept C62520636 @default.
- W4285407526 hasConcept C67186912 @default.
- W4285407526 hasConcept C77088390 @default.
- W4285407526 hasConceptScore W4285407526C119857082 @default.
- W4285407526 hasConceptScore W4285407526C121332964 @default.
- W4285407526 hasConceptScore W4285407526C124101348 @default.
- W4285407526 hasConceptScore W4285407526C127413603 @default.
- W4285407526 hasConceptScore W4285407526C13280743 @default.
- W4285407526 hasConceptScore W4285407526C151956035 @default.
- W4285407526 hasConceptScore W4285407526C154945302 @default.
- W4285407526 hasConceptScore W4285407526C160331591 @default.
- W4285407526 hasConceptScore W4285407526C170154142 @default.
- W4285407526 hasConceptScore W4285407526C185798385 @default.
- W4285407526 hasConceptScore W4285407526C205649164 @default.
- W4285407526 hasConceptScore W4285407526C41008148 @default.
- W4285407526 hasConceptScore W4285407526C61797465 @default.
- W4285407526 hasConceptScore W4285407526C62520636 @default.
- W4285407526 hasConceptScore W4285407526C67186912 @default.
- W4285407526 hasConceptScore W4285407526C77088390 @default.
- W4285407526 hasLocation W42854075261 @default.
- W4285407526 hasLocation W42854075262 @default.
- W4285407526 hasOpenAccess W4285407526 @default.
- W4285407526 hasPrimaryLocation W42854075261 @default.
- W4285407526 hasRelatedWork W112744582 @default.
- W4285407526 hasRelatedWork W1485630101 @default.
- W4285407526 hasRelatedWork W2154103141 @default.
- W4285407526 hasRelatedWork W2498017833 @default.
- W4285407526 hasRelatedWork W2961085424 @default.
- W4285407526 hasRelatedWork W3081841992 @default.
- W4285407526 hasRelatedWork W4285407526 @default.
- W4285407526 hasRelatedWork W4306674287 @default.
- W4285407526 hasRelatedWork W4323651181 @default.
- W4285407526 hasRelatedWork W4224009465 @default.
- W4285407526 isParatext "false" @default.
- W4285407526 isRetracted "false" @default.
- W4285407526 workType "article" @default.