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List of works by Simone Vantini

-mean alignment for curve clustering

scientific article published in May 2010

A Case Study in Exploratory Functional Data Analysis: Geometrical Features of the Internal Carotid Artery

scientific article published in March 2009

A Data-Driven Prediction Method for an Early Warning of Coccidiosis in Intensive Livestock Systems: A Preliminary Study

scientific article published on 24 April 2020

An Integrated Statistical Investigation of Internal Carotid Arteries of Patients Affected by Cerebral Aneurysms

scientific article published on 28 December 2011

Analysis of AneuRisk65 data: $k$-mean alignment

scientific article published in 2014

Analysis of juggling data: An application of $k$-mean alignment

scientific article published in 2014

Analysis of proteomics data: Block $k$-mean alignment

scientific article published in 2014

Analysis of spike train data: An application of $k$-mean alignment

scientific article published in 2014

AneuRisk65: A dataset of three-dimensional cerebral vascular geometries

scientific article published in 2014

CD4+ T cells against human papillomavirus-18 E7 in patients with high-grade cervical lesions associate with the absence of the virus in the cervix

scientific article published on 2 June 2010

Can grimace scales estimate the pain status in horses and mice? A statistical approach to identify a classifier.

scientific article published in August 2018

Efficient estimation of three-dimensional curves and their derivatives by free-knot regression splines, applied to the analysis of inner carotid artery centrelines

scientific article published in July 2009

Explorative Functional Data Analysis for 3D-geometries of the Inner Carotid Artery

scientific article published in 2008

FunChIP: an R/Bioconductor package for functional classification of ChIP-seq shapes.

scientific article published on 7 April 2017

Functional Data Analysis of high-frequency load curves reveals drivers of residential electricity consumption

scientific article published on 25 June 2019

Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space

scientific article published in 2022

IFN-gamma produced by human papilloma virus-18 E6-specific CD4+ T cells predicts the clinical outcome after surgery in patients with high-grade cervical lesions

scientific article published in November 2007

IWTomics: testing high-resolution sequence-based "Omics" data at multiple locations and scales.

scientific article published on 20 February 2018

Object Oriented Data Analysis: A few methodological challenges.

scientific article

One-leg hop kinematics 20 years following anterior cruciate ligament rupture: Data revisited using functional data analysis.

scientific article

Peak shape clustering reveals biological insights

scientific article published on 28 October 2015

Principal differential analysis of the Aneurisk65 data set

scientific article published on 22 May 2014

Rejoinder: Analysis of AneuRisk65 data

scientific article published in 2014

Smooth LASSO estimator for the Function-on-Function linear regression model

scientific article published in 2022

The interval testing procedure: A general framework for inference in functional data analysis

scientific article

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