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pro vyhledávání: '"A, Portera"'
Autor:
Portera, Filippo
Usually standard algorithms employ a loss where each error is the mere absolute difference between the true value and the prediction, in case of a regression task. In the present, we introduce several error weighting schemes that are a generalization
Externí odkaz:
http://arxiv.org/abs/2302.12011
Publikováno v:
Advances in Transportation Studies. Nov2024, Vol. 64, p91-104. 14p.
Publikováno v:
Transportation Research Interdisciplinary Perspectives, Vol 26, Iss , Pp 101137- (2024)
This driving simulation study is aimed at evaluating the effects on the longitudinal and transversal behaviour of drivers attributable to layout changes in an existing long tunnel caused by the introduction of jet fans along the tunnel walls. Further
Externí odkaz:
https://doaj.org/article/173e0d1d1f0b4dc28e0d757a6e2cf06b
Autor:
Dobler, Zoë, Suresh, Anand, Chari, Trishala, Mula, Supriya, Tran, Anne, Buonomano, Dean V., Portera-Cailliau, Carlos
Publikováno v:
In Current Biology 5 August 2024 34(15):3506-3521
Publikováno v:
In Transportation Research Interdisciplinary Perspectives July 2024 26
Publikováno v:
Transportation Engineering, Vol 16, Iss , Pp 100253- (2024)
We investigated the effectiveness of an LED-based smart mid-block crosswalk system in mitigating the detrimental effects of driver engagement in non-driving-related tasks (NDRTs) with behavioural, performance, and subjective measurements. We designed
Externí odkaz:
https://doaj.org/article/0f20f67b6c164739afd5c9c9c383bfc9
Publikováno v:
In Transportation Engineering June 2024 16
Autor:
Portera, Alberto, Bassani, Marco
Publikováno v:
In Transportation Research Part F: Psychology and Behaviour May 2024 103:430-441
Autor:
Portera, Filippo
We consider some supervised binary classification tasks and a regression task, whereas SVM and Deep Learning, at present, exhibit the best generalization performances. We extend the work [3] on a generalized quadratic loss for learning problems that
Externí odkaz:
http://arxiv.org/abs/2102.07606
Autor:
Kourdougli, Nazim, Nomura, Toshihiro, Wu, Michelle W., Heuvelmans, Anouk, Dobler, Zoë, Contractor, Anis, Portera-Cailliau, Carlos
Publikováno v:
In Biological Psychiatry June 2024