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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorVantini Simone
QualificationAssociate professor
Belonging DepartmentDipartimento di Matematica
Scientific-Disciplinary SectorSECS-S/01 - Statistics
Curriculum VitaeDownload CV (420.92Kb - 16/02/2015)
OrcIDhttps://orcid.org/0000-0001-8255-5306

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Professor's office hoursProfessor's office hours is not available yet
E-mailsimone.vantini@polimi.it
Professor's personal websitehttp://mox.polimi.it/~vantini/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Multi-aspect local inference for functional data: Analysis of ultrasound tongue profiles (Show >>)
Functional Data Analysis of high-frequency load curves reveals drivers of residential electricity consumption (Show >>)
Contributions on scientific books
A sparse estimator for the function-on-function linear regression model (Show >>)


List of publications and reserach products for the year 2018 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Domain-selective functional analysis of variance for supervised statistical profile monitoring of signal data (Show >>)
Evolution of respiratory function in Duchenne muscular dystrophy from childhood to adulthood (Show >>)
Wishing the Non-parametric Re-evolution (Show >>)
IWTomics: testing high-resolution sequence-based "Omics" data at multiple locations and scales (Show >>)
Hotelling’s T2 in separable Hilbert spaces (Show >>)
Can grimace scales estimate the pain status in horses and mice? A statistical approach to identify a classifier (Show >>)
Nonparametric inference for functional-on-scalar linear models applied to knee kinematic hop data after injury of the anterior cruciate ligament (Show >>)
Conference proceedings
Multimodal study of the urban sharing mobility network: A case of Milan (Show >>)
Data driven estimation of trade promotion effect from transactional data: analysis of the Mexican beverage market (Show >>)


List of publications and reserach products for the year 2017 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Clustering misaligned dependent curves applied to varved lake sediment for climate reconstruction (Show >>)
Interval-wise testing for functional data (Show >>)
FunChIP: an R/Bioconductor package for functional classification of ChIP-seq shapes (Show >>)
Urbanscope: A Lens to Observe Language Mix in Cities (Show >>)
Contributions on scientific books
Functional data analysis of omics data: how does the genomic landscape influence integration and fixation of endogenous retroviruses? (Show >>)
Differential interval-wise testing for local inference in Sobolev spaces (Show >>)
Hotelling in wonderland (Show >>)
Analysis of Mobile Phone Data for Deriving City Mobility Patterns (Show >>)
The Evaluation Model: Estimation of Economic, Social and Environmental Impacts of Car Sharing Services (Show >>)
Conference proceedings
Permutation methods for multi-aspect local inference on functional data (Show >>)
A leap into functional Hilbert spaces with Harold Hotelling (Show >>)
Differential interval-wise testing for the inferential analysis of tongue profiles (Show >>)
Hotelling meets Hilbert: inference on the mean in functional Hilbert spaces (Show >>)
Crowd and Minorities: Is it possible to listen to both? Monitoring Rare Sentiment and Opinion Categories about Expo Milano 2015 (Show >>)
The importance of minorities viewpoints: rare event sampling technique on sentiment analysis supervised algorithm. (Show >>)


List of publications and reserach products for the year 2016 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
The interval testing procedure: a general framework for inference in functional data analysis (Show >>)
Hierarchical independent component analysis: A multi-resolution non-orthogonal data-driven basis (Show >>)
Constrained functional time series: Applications to the Italian gas market (Show >>)
Contributions on scientific books
Comprehensive maximum likelihood estimation of diffusion compartment models towards reliable mapping of brain microstructure (Show >>)
Conference proceedings
How Twitter reveals Cities within Cities (Show >>)
Functional Data Analysis of Tongue Profiles (Show >>)
Studying Multicultural Diversity of Cities and Neighborhoods through Social Media Language Detection (Show >>)
Abstract in Atti di convegno
A Non-Parametric Inferential Framework for Domain Selection in Functional Data Analysis (Show >>)


List of publications and reserach products for the year 2015 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
One-leg hop kinematics 20years following anterior cruciate ligament rupture: Data revisited using functional data analysis (Show >>)
Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan (Show >>)
Rejoinder to the discussion of “Analysis of Spatio-Temporal Mobile Phone Data: a Case Study in the Metropolitan Area of Milan” (Show >>)
Big data: the next challenge for statistics (Show >>)
Peak shape clustering reveals biological insights (Show >>)
Contributions on scientific books
Measuring downsize reputational risk in the oil and gas industry (Show >>)
Treelet decomposition of mobile phone data for deriving city usage and mobility pattern in the Milan urban region (Show >>)
Conference proceedings
Inference in Functional Hilbert Spaces Generalizing the Hotelling’s T^2 (Show >>)
Permutation-Based Inference of Functional-on-Scalar Linear Models: Analysis of Human Knee Kinematics (Show >>)
manifesti v. 3.1.9 / 3.1.9
Area Servizi ICT
13/12/2019