Matches in SemOpenAlex for { <https://semopenalex.org/work/W3172556906> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W3172556906 abstract "This paper presents a model for predicting a driver's stress level up to one minute in advance. Successfully predicting future stress would allow stress mitigation to begin before the subject becomes stressed, reducing or possibly avoiding the performance penalties of stress. The proposed model takes features extracted from Galvanic Skin Response (GSR) signals on the foot and hand and Respiration and Electrocardiogram (ECG) signals from the chest of the driver. The data used to train the model was retrieved from an existing database and then processed to create statistical and frequency features. A total of 42 features were extracted from the data and then expanded into a total of 252 features by grouping the data and taking six statistical measurements of each group for each feature. A Random Forest Classifier was trained and evaluated using a leave-one-subject-out testing approach. The model achieved 94% average accuracy on the test data. Results indicate that the model performs well and could be used as part of a vehicle stress prevention system." @default.
- W3172556906 created "2021-06-22" @default.
- W3172556906 creator A5006113072 @default.
- W3172556906 creator A5083854984 @default.
- W3172556906 creator A5091267392 @default.
- W3172556906 date "2021-06-08" @default.
- W3172556906 modified "2023-10-11" @default.
- W3172556906 title "Machine Learning Based Prediction of Future Stress Events in a Driving Scenario" @default.
- W3172556906 cites W1979613648 @default.
- W3172556906 cites W2055818191 @default.
- W3172556906 cites W2143624594 @default.
- W3172556906 cites W2171801645 @default.
- W3172556906 cites W2757864326 @default.
- W3172556906 cites W2769707607 @default.
- W3172556906 cites W2884374716 @default.
- W3172556906 cites W3094562215 @default.
- W3172556906 cites W3105211913 @default.
- W3172556906 cites W3120424088 @default.
- W3172556906 cites W2187443295 @default.
- W3172556906 hasPublicationYear "2021" @default.
- W3172556906 type Work @default.
- W3172556906 sameAs 3172556906 @default.
- W3172556906 citedByCount "0" @default.
- W3172556906 crossrefType "posted-content" @default.
- W3172556906 hasAuthorship W3172556906A5006113072 @default.
- W3172556906 hasAuthorship W3172556906A5083854984 @default.
- W3172556906 hasAuthorship W3172556906A5091267392 @default.
- W3172556906 hasConcept C111902132 @default.
- W3172556906 hasConcept C119857082 @default.
- W3172556906 hasConcept C124101348 @default.
- W3172556906 hasConcept C127413603 @default.
- W3172556906 hasConcept C136229726 @default.
- W3172556906 hasConcept C138885662 @default.
- W3172556906 hasConcept C153180895 @default.
- W3172556906 hasConcept C154945302 @default.
- W3172556906 hasConcept C16910744 @default.
- W3172556906 hasConcept C169258074 @default.
- W3172556906 hasConcept C199360897 @default.
- W3172556906 hasConcept C21036866 @default.
- W3172556906 hasConcept C41008148 @default.
- W3172556906 hasConcept C41895202 @default.
- W3172556906 hasConcept C95623464 @default.
- W3172556906 hasConceptScore W3172556906C111902132 @default.
- W3172556906 hasConceptScore W3172556906C119857082 @default.
- W3172556906 hasConceptScore W3172556906C124101348 @default.
- W3172556906 hasConceptScore W3172556906C127413603 @default.
- W3172556906 hasConceptScore W3172556906C136229726 @default.
- W3172556906 hasConceptScore W3172556906C138885662 @default.
- W3172556906 hasConceptScore W3172556906C153180895 @default.
- W3172556906 hasConceptScore W3172556906C154945302 @default.
- W3172556906 hasConceptScore W3172556906C16910744 @default.
- W3172556906 hasConceptScore W3172556906C169258074 @default.
- W3172556906 hasConceptScore W3172556906C199360897 @default.
- W3172556906 hasConceptScore W3172556906C21036866 @default.
- W3172556906 hasConceptScore W3172556906C41008148 @default.
- W3172556906 hasConceptScore W3172556906C41895202 @default.
- W3172556906 hasConceptScore W3172556906C95623464 @default.
- W3172556906 hasLocation W31725569061 @default.
- W3172556906 hasOpenAccess W3172556906 @default.
- W3172556906 hasPrimaryLocation W31725569061 @default.
- W3172556906 hasRelatedWork W1921393489 @default.
- W3172556906 hasRelatedWork W2473348959 @default.
- W3172556906 hasRelatedWork W2503897444 @default.
- W3172556906 hasRelatedWork W2599893746 @default.
- W3172556906 hasRelatedWork W2625041720 @default.
- W3172556906 hasRelatedWork W2791012243 @default.
- W3172556906 hasRelatedWork W2888870231 @default.
- W3172556906 hasRelatedWork W2892218416 @default.
- W3172556906 hasRelatedWork W2902043866 @default.
- W3172556906 hasRelatedWork W2922365824 @default.
- W3172556906 hasRelatedWork W2964773275 @default.
- W3172556906 hasRelatedWork W2970969349 @default.
- W3172556906 hasRelatedWork W3004545391 @default.
- W3172556906 hasRelatedWork W3139585756 @default.
- W3172556906 hasRelatedWork W3159179477 @default.
- W3172556906 hasRelatedWork W3214166489 @default.
- W3172556906 hasRelatedWork W2594053951 @default.
- W3172556906 hasRelatedWork W2873712802 @default.
- W3172556906 hasRelatedWork W2961574114 @default.
- W3172556906 hasRelatedWork W3138670590 @default.
- W3172556906 isParatext "false" @default.
- W3172556906 isRetracted "false" @default.
- W3172556906 magId "3172556906" @default.
- W3172556906 workType "article" @default.