Climate model selection via conformal clustering of spatial functional ...

This paper proposes a new approach, using spatial functional data analysis, to asses which of the 18 EURO CORDEX simulation models work better for predicting ...

Climate model selection stands as a critical process in climate science and research. It involves choosing the most appropriate climate models to address ...

[PDF] Climate model selection via conformal clustering of spatial ...

The success of RST demonstrates the potential of adaptive functional representations in capturing complex temporal patterns in environmental data and ...

Climate model selection via conformal clustering of spatial functional ...

AbstractClimate model selection stands as a critical process in climate science and research. It involves choosing the most appropriate climate models to ...

Valeriy M., PhD, MBA, CQF on X: "'Climate model selection via ...

'Climate model selection via conformal clustering of spatial functional data' #conformalprediction.

Climate model selection via conformal clustering of spatial functional ...

Abstract：Climate model selection stands as a critical process in climate science and research. It involves choosing the most appropriate climate models to ...

农业科技信息资源共建共享平台

Climate model selection via conformal clustering of spatial functional data. 服务链接：全文链接请求文献. 作者：Villani, Veronica;Romano, Elvira;Mateu, ...

The strategy step by step: model selection and validation

Download scientific diagram | The strategy step by step: model selection and validation from publication: Climate model selection via conformal clustering ...

Modelling Complex Environmental Data - SpringerLink

Special issue on modelling complex environmental data · Climate model selection via conformal clustering of spatial functional data · Estimating the number of ...

"Climate model" | Search | Stanford Libraries

Climate model selection via conformal clustering of spatial functional data. Villani, Veronica. Environmental and Ecological Statistics. 31(2):365-385. Full ...

Review of Clustering Methods for Functional Data

Clustering functional data using forward search based on functional spatial ... Villani VRomano EMateu J(2024)Climate model selection via conformal ...

Environmental and Ecological Statistics | Scholars Portal Journals

Climate model selection via conformal clustering of spatial functional data ... Climate model selection stands as a critical process in climate science and ...

Conformal prediction bands for multivariate functional data

... function regression model, or it can contain both scalar and functional ... Climate model selection via conformal clustering of spatial functional data.

Clustering functional data using forward search based on functional ...

... functional spatial ranks ... 2024: Climate model selection via conformal clustering of spatial functional data Environmental and Ecological Statistics 31 ...

Flexible functional data smoothing and optimization using beta spline

Mateu, Climate model selection via conformal clustering of spatial functional data, Environ. Ecol. Stat., 31 (2024), 365–385. https://doi.org/10.1007/s10651 ...

A distribution-free technique for clustering and anomaly detection

Climate model selection via conformal clustering of spatial functional data ... Climate model selection stands as a critical process in climate science and ...

Conformal prediction bands for multivariate functional data - OUCI

Torti, Modelling time-varying mobility flows using function-on-function ... Climate model selection via conformal clustering of spatial functional data.

A Clustering-Assisted Regression CAR approach for developing ...

2024: Climate model selection via conformal clustering of spatial functional data Environmental and Ecological Statistics 31 · DeGaetano, A.T. 2001: Spatial ...

A distribution-free technique for clustering and anomaly detection

... select the number of clusters. Furthermore, thanks to the conformal prediction framework the resulting clustering model has a clear ...

Application to CMIP5 Climate Extremes Indices in - AMS Journals

Abstract Logistical constraints can limit the number of global climate model (GCM) simulations considered in a climate change impact assessment.