Concept
Multinomial logistic regression
Publications associées (373)
Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems
In light of the challenges posed by climate change and the goals of the Paris Agreement, electricity generation is shifting to a more renewable and decentralized pattern, while the operation of systems like buildings is increasingly electrified. This calls ...
EPFL2024Rising from rubble - Leveraging existing construction tools for upcycling concrete waste into slender walls
Katrin Beyer, Corentin Jean Dominique Fivet, Stefana Parascho, Qianqing Wang, Maxence Grangeot
In this paper, we present a new method for upcycling concrete rubble waste into slender walls through the lightweight digital augmentation of mainstream construction machines. By using such method, the environmental impact of concrete construction and demo ...
Springer2024Sampling of alternatives in migration aspiration models
Michel Bierlaire, Evangelos Paschalidis
The use of discrete choice models (DCMs) is a regular approach to investigating migration aspirations concerning destination choices. However, given the complex substitution patterns between destinations, more advanced model specifications than the multino ...
2023Diverse parameters of ambulatory knee moments differ with medial knee osteoarthritis severity and are combinable into a severity index
Objective: To characterize ambulatory knee moments with respect to medial knee osteoarthritis (OA) severity comprehensively and to assess the possibility of developing a severity index combining knee moment parameters. Methods: Nine parameters (peak amplit ...
FRONTIERS MEDIA SA2023Robust discrete choice models with t-distributed kernel errors
Michel Bierlaire, Thomas Gasos, Prateek Bansal
Outliers in discrete choice response data may result from misclassification and misreporting of the response variable and from choice behaviour that is inconsistent with modelling assumptions (e.g. random utility maximisation). In the presence of outliers, ...
2023