| Title |
Analysis of the Demand for Bicycle Use in a Smart City Based on Machine Learning |
| ID_Doc |
38502 |
| Authors |
Koshtura, D; Bublyk, M; Matseliukh, Y; Dosyn, D; Chyrun, L; Lozynska, O; Karpov, I; Peleshchak, I; Maslak, M; Sachenko, O |
| Title |
Analysis of the Demand for Bicycle Use in a Smart City Based on Machine Learning |
| Year |
2020 |
| Published |
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| Abstract |
The need to study the demand for bicycle sharing based on regression models of data analysis and prediction of results was investigated. To substantiate possibility of work of the main processes of the information systems, UML diagrams were created. To determine the peaks in demand for bicycles in a certain period of time, it was proposed to use regression models of data analysis. The proposed decision trees were recommended for modeling new datasets in Smart Cities, especially Lviv. |
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