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Alessandro Casa
Alessandro Casa
Assistant Professor of Statistics at University of Bergamo
Email verificata su unibg.it - Home page
Titolo
Citata da
Citata da
Anno
Predicting cow milk quality traits from routinely available milk spectra using statistical machine learning methods
M Frizzarin, IC Gormley, DP Berry, TB Murphy, A Casa, A Lynch, ...
Journal of Dairy Science 104 (7), 7438-7447, 2021
532021
Nonparametric semi-supervised classification with application to signal detection in high energy physics
A Casa, G Menardi
Statistical Methods & Applications 31 (3), 531-550, 2022
34*2022
Application of machine-learning methods to milk mid-infrared spectra for discrimination of cow milk from pasture or total mixed ration diets
M Frizzarin, TF O'Callaghan, TB Murphy, D Hennessy, A Casa
Journal of Dairy Science 104 (12), 12394-12402, 2021
142021
Co-clustering of time-dependent data via Shape Invariant Model
A Casa, C Bouveyron, E Erosheva, G Menardi
Journal of Classification 38 (3), 626-649, 2021
132021
Mid infrared spectroscopy and milk quality traits: A data analysis competition at the “international workshop on spectroscopy and chemometrics 2021”
M Frizzarin, A Bevilacqua, B Dhariyal, K Domijan, F Ferraccioli, E Hayes, ...
Chemometrics and Intelligent Laboratory Systems 219, 104442, 2021
92021
Modal clustering asymptotics with applications to bandwidth selection
A Casa, JE Chacón, G Menardi
Electronic Journal of Statistics 14 (1), 835-856, 2020
92020
Classification of cow diet based on milk Mid Infrared Spectra: A data analysis competition at the “International Workshop on Spectroscopy and Chemometrics 2022”
M Frizzarin, G Visentin, A Ferragina, E Hayes, A Bevilacqua, B Dhariyal, ...
Chemometrics and Intelligent Laboratory Systems 234, 104755, 2023
82023
Better than the best? Answers via model ensemble in density-based clustering
A Casa, L Scrucca, G Menardi
Advances in Data Analysis and Classification 15 (3), 599-623, 2021
5*2021
Advanced Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider
A Stakia, T Dorigo, G Banelli, D Bortoletto, A Casa, P de Castro, ...
Reviews in Physics 7, 100063, 2021
42021
Parsimonious Bayesian Factor Analysis for modelling latent structures in spectroscopy data
A Casa, TF O’Callaghan, TB Murphy
The Annals of Applied Statistics 16 (4), 2417-2436, 2022
32022
Group-wise shrinkage estimation in penalized model-based clustering
A Casa, A Cappozzo, M Fop
Journal of Classification, 1-27, 2022
32022
An adaptive functional regression framework for spatially heterogeneous signals in spectroscopy
F Ferraccioli, A Casa, M Stefanucci
arXiv preprint arXiv:2309.06999, 2023
2023
Sparse model-based clustering of three-way data via lasso-type penalties
A Cappozzo, A Casa, M Fop
arXiv preprint arXiv:2307.10673, 2023
2023
Penalized model-based clustering with group-dependent shrinkage estimation
A Casa, A Cappozzo, M Fop
International Conference on Soft Methods in Probability and Statistics, 73-78, 2022
2022
Selecting Milk Spectra to Develop Equations to Predict Milk Technological Traits
M Frizzarin, IC Gormley, A Casa, S McParland
Foods 10 (12), 3084, 2021
2021
Contributed discussion [Sally Paganin, Amy H. Herring, Andrew F. Olshan, David B. Dunson, Centered partition processes: Informative priors for clustering]
A Casa, M Fop, TB Murphy
Bayesian Analysis 16 (1), 361-363, 2021
2021
Climbing modes and exploring mixtures: a journey in density-based clustering
A Casa
PhD Thesis - Università degli studi di Padova, 2019
2019
On the choice of the weight function for the integrated likelihood
A Casa
SM Journal of Biometrics & Biostatistics 3 (3), 2018
2018
Three Testing Perspectives on Connectome Data
A Cabassi, A Casa, M Fontana, M Russo, A Farcomeni
START UP RESEARCH, 37-55, 2017
2017
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
Articoli 1–19