Matches in SemOpenAlex for { <https://semopenalex.org/work/W3162485740> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W3162485740 endingPage "6429" @default.
- W3162485740 startingPage "6422" @default.
- W3162485740 abstract "This paper presents a model to forecast bike usage in San Francisco Bay Area bike sharing system using machine learning algorithms. Weather features are used to predict bike usage using two steps feature selection and model prediction. In feature selection process, linear Regression, ridge regression, lasso regression, recursive feature elimination, and random forest algorithms were used to select weather features. Gradient boost regressor and multi-linear perceptron regressor fit on the selected important weather features. Multi-linear perceptron regressor outperforms gradient boost regressor by evaluating their F1 score 0.82 and 0.65." @default.
- W3162485740 created "2021-05-24" @default.
- W3162485740 creator A5079074177 @default.
- W3162485740 date "2021-05-10" @default.
- W3162485740 modified "2023-09-23" @default.
- W3162485740 title "Forecasting Bike Sharing Demand Using Machine Learning" @default.
- W3162485740 hasPublicationYear "2021" @default.
- W3162485740 type Work @default.
- W3162485740 sameAs 3162485740 @default.
- W3162485740 citedByCount "0" @default.
- W3162485740 crossrefType "journal-article" @default.
- W3162485740 hasAuthorship W3162485740A5079074177 @default.
- W3162485740 hasConcept C105795698 @default.
- W3162485740 hasConcept C111919701 @default.
- W3162485740 hasConcept C119857082 @default.
- W3162485740 hasConcept C127413603 @default.
- W3162485740 hasConcept C136764020 @default.
- W3162485740 hasConcept C138885662 @default.
- W3162485740 hasConcept C148483581 @default.
- W3162485740 hasConcept C154945302 @default.
- W3162485740 hasConcept C169258074 @default.
- W3162485740 hasConcept C179717631 @default.
- W3162485740 hasConcept C203868755 @default.
- W3162485740 hasConcept C22212356 @default.
- W3162485740 hasConcept C2776401178 @default.
- W3162485740 hasConcept C2994001137 @default.
- W3162485740 hasConcept C33923547 @default.
- W3162485740 hasConcept C37616216 @default.
- W3162485740 hasConcept C41008148 @default.
- W3162485740 hasConcept C41895202 @default.
- W3162485740 hasConcept C48921125 @default.
- W3162485740 hasConcept C50644808 @default.
- W3162485740 hasConcept C60908668 @default.
- W3162485740 hasConcept C83546350 @default.
- W3162485740 hasConcept C98045186 @default.
- W3162485740 hasConceptScore W3162485740C105795698 @default.
- W3162485740 hasConceptScore W3162485740C111919701 @default.
- W3162485740 hasConceptScore W3162485740C119857082 @default.
- W3162485740 hasConceptScore W3162485740C127413603 @default.
- W3162485740 hasConceptScore W3162485740C136764020 @default.
- W3162485740 hasConceptScore W3162485740C138885662 @default.
- W3162485740 hasConceptScore W3162485740C148483581 @default.
- W3162485740 hasConceptScore W3162485740C154945302 @default.
- W3162485740 hasConceptScore W3162485740C169258074 @default.
- W3162485740 hasConceptScore W3162485740C179717631 @default.
- W3162485740 hasConceptScore W3162485740C203868755 @default.
- W3162485740 hasConceptScore W3162485740C22212356 @default.
- W3162485740 hasConceptScore W3162485740C2776401178 @default.
- W3162485740 hasConceptScore W3162485740C2994001137 @default.
- W3162485740 hasConceptScore W3162485740C33923547 @default.
- W3162485740 hasConceptScore W3162485740C37616216 @default.
- W3162485740 hasConceptScore W3162485740C41008148 @default.
- W3162485740 hasConceptScore W3162485740C41895202 @default.
- W3162485740 hasConceptScore W3162485740C48921125 @default.
- W3162485740 hasConceptScore W3162485740C50644808 @default.
- W3162485740 hasConceptScore W3162485740C60908668 @default.
- W3162485740 hasConceptScore W3162485740C83546350 @default.
- W3162485740 hasConceptScore W3162485740C98045186 @default.
- W3162485740 hasIssue "2" @default.
- W3162485740 hasLocation W31624857401 @default.
- W3162485740 hasOpenAccess W3162485740 @default.
- W3162485740 hasPrimaryLocation W31624857401 @default.
- W3162485740 hasRelatedWork W1944057139 @default.
- W3162485740 hasRelatedWork W2014082885 @default.
- W3162485740 hasRelatedWork W2040395995 @default.
- W3162485740 hasRelatedWork W2041459958 @default.
- W3162485740 hasRelatedWork W2076091918 @default.
- W3162485740 hasRelatedWork W2117131941 @default.
- W3162485740 hasRelatedWork W2138568082 @default.
- W3162485740 hasRelatedWork W2356083330 @default.
- W3162485740 hasRelatedWork W2358418044 @default.
- W3162485740 hasRelatedWork W2970033419 @default.
- W3162485740 hasRelatedWork W3019128534 @default.
- W3162485740 hasRelatedWork W3091062289 @default.
- W3162485740 hasRelatedWork W3098413034 @default.
- W3162485740 hasRelatedWork W3098519726 @default.
- W3162485740 hasRelatedWork W3114243078 @default.
- W3162485740 hasRelatedWork W3131521663 @default.
- W3162485740 hasRelatedWork W3159880402 @default.
- W3162485740 hasRelatedWork W3206432633 @default.
- W3162485740 hasRelatedWork W3207148850 @default.
- W3162485740 hasRelatedWork W2825878348 @default.
- W3162485740 hasVolume "64" @default.
- W3162485740 isParatext "false" @default.
- W3162485740 isRetracted "false" @default.
- W3162485740 magId "3162485740" @default.
- W3162485740 workType "article" @default.