Feature selection of model input variables can serve as a guide to identify the main sources of uncertainty that is often associated with variables in models for building confidence in the output of the model and the resulting decisions. This paper present an approach to select the optimal set of features and evaluate the uncertainties of the quantities of interest for an integrated land use-transportation microsimulation models with applications in urban and regional design.
Uncertainty and Feature Selection of Integrated Land Use-Transportation Microsimulation Models / Caneparo, Luca; Guerra, Francesco; Montuori, Alfonso - In: Planning, Complexity and New ICT / GIOVANNI RABINO; MATTEO CAGLIONI. - STAMPA. - FIRENZE : Alinea editrice s.r.l., 2009. - ISBN 9788860554154. - pp. 235-244
Uncertainty and Feature Selection of Integrated Land Use-Transportation Microsimulation Models
CANEPARO, LUCA;GUERRA, FRANCESCO;MONTUORI, Alfonso
2009
Abstract
Feature selection of model input variables can serve as a guide to identify the main sources of uncertainty that is often associated with variables in models for building confidence in the output of the model and the resulting decisions. This paper present an approach to select the optimal set of features and evaluate the uncertainties of the quantities of interest for an integrated land use-transportation microsimulation models with applications in urban and regional design.Pubblicazioni consigliate
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https://hdl.handle.net/11583/2285166
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