Valeria Vitelli

发表

Probabilistic Support Vector Regression for Short-Term Prediction of Power Plants Equipment

Enrico Zio, Jie Liu, Redouane Seraoui, 2013 .

Sparse clustering of functional data

Valeria Vitelli, Davide Floriello, V. Vitelli, 2015, J. Multivar. Anal..

K-mean Alignment for Curve Clustering

Simone Vantini, Piercesare Secchi, Valeria Vitelli, 2010, Comput. Stat. Data Anal..

Time‐varying rankings with the Bayesian Mallows model

Valeria Vitelli, Øystein Sørensen, Arnoldo Frigessi, 2017 .

An Interval-Valued Neural Network Approach for Uncertainty Quantification in Short-Term Wind Speed Prediction

Enrico Zio, Ronay Ak, Valeria Vitelli, 2015, IEEE Transactions on Neural Networks and Learning Systems.

Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan

Simone Vantini, Piercesare Secchi, Valeria Vitelli, 2015, Statistical Methods & Applications.

Probabilistic preference learning with the Mallows rank model

Valeria Vitelli, Elja Arjas, Øystein Sørensen, 2014, J. Mach. Learn. Res..

Uncertainty modeling in wind power generation prediction by neural networks and bootstrapping

Enrico Zio, Ronay Ak, Valeria Vitelli, 2013 .

Short-Term Prediction for Nuclear Power Plant Failure Scenarios Using an Ensemble-based Approach

Enrico Zio, Redouane Seraoui, Valeria Vitelli, 2013 .

Bagging Voronoi classifiers for clustering spatial functional data

Simone Vantini, Piercesare Secchi, Valeria Vitelli, 2013, Int. J. Appl. Earth Obs. Geoinformation.

Multi-objective Genetic Algorithm Optimization of a Neural Network for Estimating Wind Speed Prediction Intervals

Enrico Zio, Yan-Fu Li, Ronay Ak, 2013 .

Spatial Clustering of Functional Data

Simone Vantini, Piercesare Secchi, Valeria Vitelli, 2011 .

A Bayesian Mallows approach to nontransitive pair comparison data: How human are sounds?

Natasha Barrett, Valeria Vitelli, Arnoldo Frigessi, 2017, The Annals of Applied Statistics.

Joint Clustering and Alignment of Functional Data: An Application to Vascular Geometries

Simone Vantini, Piercesare Secchi, Valeria Vitelli, 2012 .

A Genetic Algorithm and Neural Network Technique for Predicting Wind Power Under Uncertainty

Enrico Zio, Yan-Fu Li, Ronay Ak, 2013 .

Recommendation from Intransitive Pairwise Comparisons

Valeria Vitelli, Elja Arjas, Arnoldo Frigessi, 2016, RecSys Posters.

Ecg signal reconstruction, landmark registration and functional classification

Francesca Ieva, Anna Maria Paganoni, Valeria Vitelli, 2011 .

A Novel Dynamic-Weighted Probabilistic Support Vector Regression-Based Ensemble for Prognostics of Time Series Data

Enrico Zio, Redouane Seraoui, Valeria Vitelli, 2015, IEEE Transactions on Reliability.

AN EFFICIENT ONLINE LEARNING APPROACH FOR SUPPORT VECTOR REGRESSION

Enrico Zio, Jie Liu, Redouane Seraoui, 2014 .

Bayesian inference from rank data

Valeria Vitelli, Elja Arjas, Arnoldo Frigessi, 2014 .

Rejoinder to the discussion of “Analysis of Spatio-Temporal Mobile Phone Data: a Case Study in the Metropolitan Area of Milan”

Simone Vantini, Piercesare Secchi, Valeria Vitelli, 2015, Stat. Methods Appl..

Multivariate functional clustering for the morphological analysis of electrocardiograph curves

Francesca Ieva, Anna Maria Paganoni, Valeria Vitelli, 2013 .

Adequacy Assessment of a Wind-Integrated System Using Neural Network-based Interval Predictions of Wind Power Generation and Load

Enrico Zio, Yan-Fu Li, Ronay Ak, 2018 .

BayesMallows: An R Package for the Bayesian Mallows Model

Qinghua Liu, Valeria Vitelli, Øystein Sørensen, 2019, R J..

Model-Based Learning from Preference Data

Qinghua Liu, Valeria Vitelli, Ida Scheel, 2019, Annual Review of Statistics and Its Application.

NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment

Enrico Zio, Yan-Fu Li, Ronay Ak, 2013, Expert Syst. Appl..

Functional clustering and alignment

Simone Vantini, Piercesare Secchi, Valeria Vitelli, 2010 .

Dynamic Weighted PSVR-Based Ensembles for Prognostics of Nuclear Components

Enrico Zio, Jie Liu, Redouane Seraoui, 2014 .

A novel framework for joint sparse clustering and alignment of functional data

Valeria Vitelli, V. Vitelli, 2019, Journal of Nonparametric Statistics.

Rank-based Bayesian variable selection for genome-wide transcriptomic analyses

Valeria Vitelli, Emilie Eliseussen, Thomas Fleischer, 2021 .

Treelet Decomposition of Mobile Phone Data for Deriving City Usage and Mobility Pattern in the Milan Urban Region

Simone Vantini, Piercesare Secchi, Valeria Vitelli, 2015 .

Curve clustering for misaligned data: the k-mean alignment algorithm

Simone Vantini, Piercesare Secchi, Valeria Vitelli, 2009 .

A Dynamic Weighted RBF-Based Ensemble for Prediction of Time Series Data from Nuclear Components

Enrico Zio, Redouane Seraoui, Valeria Vitelli, 2020 .

Integrative clustering reveals a novel split in the luminal A subtype of breast cancer with impact on outcome

Valeria Vitelli, Carlos Caldas, Charles J. Vaske, 2017, Breast Cancer Research.