Zobrazeno 1 - 10
of 102
pro vyhledávání: '"Robustne"'
Autor:
Carbone, Ginevra
Le reti neurali profonde (DNNs) sono potenti modelli predittivi, che superano le capacità umane in una varietà di task. Imparano sistemi decisionali complessi e flessibili dai dati a disposizione e raggiungono prestazioni eccezionali in molteplici
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::6fe70c76914050272e8f5345bff99a99
https://hdl.handle.net/11368/3042163
https://hdl.handle.net/11368/3042163
Autor:
Amalia Vanacore, Maria Sole Pellegrino
Publikováno v:
Statistics in Medicine. 41:1986-2004
The degree of inter-rater agreement is usually assessed through (Formula presented.) -type coefficients and the extent of agreement is then characterized by comparing the value of the adopted coefficient against a benchmark scale. Through two motivat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7c9048ee4ee328eaafc77f6e583d64b1
https://doi.org/10.1002/sim.9341
https://doi.org/10.1002/sim.9341
In this letter, the authors have assessed the robustness of an Economic Nonlinear Model-Predictive Controller (ENMPC) aimed at maximizing the power production of wind turbines. The scope of this letter is to quantify the sensitivity of this type of c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f830677f53447969fa0aff5c30077cc2
https://hdl.handle.net/11590/438606
https://hdl.handle.net/11590/438606
Autor:
Peter Filzmoser, G Monti
Publikováno v:
Advances in Data Analysis and Classification. 16:301-324
We introduce the Robust Logistic Zero-Sum Regression (RobLZS) estimator, which can be used for a two-class problem with high-dimensional compositional covariates. Since the log-contrast model is employed, the estimator is able to do feature selection
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1f2cf54888594025ef7180d6e0fc3632
https://doi.org/10.1007/s11634-021-00465-4
https://doi.org/10.1007/s11634-021-00465-4
Autor:
Fabio, Anselmi, Ankit B, Patel
Publikováno v:
Frontiers in Computational Neuroscience. 16
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0312b37eb8339c4b23d1a7b4b60450b9
Critical Infrastructures (CIs) such as water treatment plants, power grids and telecommunication networks are critical to the daily activities and well-being of our society. Disruption of such CIs would have catastrophic consequences for public safet
Externí odkaz:
http://hdl.handle.net/11572/352463
Autor:
Gianna Serafina Monti, Peter Filzmoser
Publikováno v:
Computational Statistics.
Microbiome data analysis often relies on the identification of a subset of potential biomarkers associated with a clinical outcome of interest. Robust ZeroSum regression, an elastic-net penalized compositional regression built on the least trimmed sq
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fd72aea20d11f8acdeebac2a5bc3363b
https://doi.org/10.1007/s00180-022-01268-7
https://doi.org/10.1007/s00180-022-01268-7
Autor:
Alessandra Cornaro, Daniele Grechi
Publikováno v:
Sustainability; Volume 15; Issue 10; Pages: 8056
Resilience and the efficiency of transportation systems are crucial for the economic development of geographical areas, and network analysis applied to railways can provide insight into the importance of branch lines and their impacts on the entire s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5766f2d573d66445d595eb850dbae678
https://doi.org/10.3390/su15108056
https://doi.org/10.3390/su15108056
Publikováno v:
Water; Volume 14; Issue 5; Pages: 800
The main goal of this paper is to show that Bayesian optimization could be regarded as a general framework for the data driven modelling and solution of problems arising in water distribution systems. Hydraulic simulation, both scenario based, and Mo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1ecad94ec474ebe0673b7a89ee6005ec
https://doi.org/10.20944/preprints202201.0047.v1
https://doi.org/10.20944/preprints202201.0047.v1
We present results from two experiments aimed at studying the direction of Mona Lisa’s gaze and its affective expression. In experiment 1 we studied the effect of retinal image size on the perception of her gaze by manipulating observation distance
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9a89837986e4fe61b77b4dd5d7046b61
http://hdl.handle.net/10281/391969
http://hdl.handle.net/10281/391969