Sfoglia per Autore
Big Data and Design of Experiments: A Combination Which Can Enhance the Performances of Machine Learning Models
2023 Molena, Alberto; Arboretti, Rosa; Corain, Livio
A study of Design of Experiments and machine learning methods to improve fault detection algorithms
2023 Arboretti, Rosa; Ceccato, Riccardo; Pegoraro, Luca; Salmaso, Luigi
Customer Satisfaction trough time: structured time series from sentiment analysis of tripadvisor data
2023 Arboretti, Rosa; Barzizza, Elena; Biasetton, Nicolò; Disegna, Marta
A multivariate ranking analysis on the employability of young adults
2023 Arboretti, Rosa; Barzizza, Elena; Biasetton, Nicolo; Ceccato, Riccardo; Fedeli, Monica; Tino, Concetta
Different views of the multivariate ranking problem
2023 Corain, Livio; Arboretti, Rosa; Bonnini, Stefano; Ceccato, Riccardo; Salmaso, Luigi
Permutation testing for thick data when the number of variables is much greater than the sample size: recent developments and some recommendations
2023 Langthaler, P. B.; Ceccato, R.; Salmaso, L.; Arboretti, R.; Bathke, A. C.
Long time series analysis of air quality data in the Veneto region (Northern Italy) to support environmental policies
2023 Pivato, Alberto; Pegoraro, Luca; Masiol, Mauro; Bortolazzo, Erick; Bonato, Tiziano; Formenton, Gianni; Cappai, Giovanna; Beggio, Giovanni; Giancristofaro, Rosa Arboretti
A multivariate permutation test for the analysis of paired samples: the mixed data scenario
2022 Ceccato, Riccardo; Arboretti, Rosa; Barzizza, Elena; Biasetton, Nicolo; Disegna, Marta; Pegoraro, Luca; Salmas, Luigi
Permutation tests for C-sample problems: A multivariate scenario
2022 ARBORETTI GIANCRISTOFARO, Rosa; Barzizza, Elena; Biasetton, Nicolò; Ceccato, Riccardo; Disegna, Marta; Pegoraro, Luca; Salmaso, Luigi
Machine learning and design of experiments with an application to product innovation in the chemical industry
2022 Arboretti, Rosa; Ceccato, Riccardo; Pegoraro, Luca; Salmaso, Luigi; Housmekerides, Chris; Spadoni, Luca; Pierangelo, Elisabetta; Quaggia, Sara; Tveit, Catherine; Vianello, Sebastiano
Personalized prediction of optimal water intake in adult population by blended use of machine learning and clinical data
2022 Dolci, Alberto; Vanhaecke, Tiphaine; Qiu, Jiqiong; Ceccato, Riccardo; Arboretti, Rosa; Salmaso, Luigi
Design of experiments and machine learning to improve robustness of predictive maintenance with application to a real case study
2022 Pegoraro, Luca; Salmaso, Luigi; ARBORETTI GIANCRISTOFARO, Rosa; Ceccato, Riccardo; Alberto, Bianchi; Silvio, Restello; Davide, Scarabottolo
A multivariate permutation test for the analysis of C-paired samples in the presence of multiple data types
2022 Arboretti, Rosa; Barzizza, Elena; Ceccato, Riccardo; Salmaso, Luigi
End-to-End Data Analytics for Product Development
2022 ARBORETTI GIANCRISTOFARO, Rosa; Ceccato, Riccardo; Salmaso, Luigi
A novel active learning criterion for experiments with multiple responses
2022 Arboretti, Rosa; Barzizza, Elena; Biasetton, Nicolò; Ceccato, Riccardo; Disegna, Marta; Pegoraro, Luca; Salmaso, Luigi
Permutation Tests for Model Selection
2022 ARBORETTI GIANCRISTOFARO, Rosa; Barzizza, Elena; Biasetton, Nicolò; Ceccato, Riccardo; Disegna, Marta; Pegoraro, Luca; Salmaso, Luigi
Design of Experiments and machine learning for product innovation: A systematic literature review
2022 Arboretti, Rosa; Ceccato, Riccardo; Pegoraro, Luca; Salmaso, Luigi
Design choice and machine learning model performances
2022 Arboretti, R.; Ceccato, R.; Pegoraro, L.; Salmaso, L.
Clustering Consumer Based on Text Sentiment Analysis and Fuzzy Rating
2022 Arboretti, Rosa; Barzizza, Elena; Biasetton, Nicolò; Ceccato, Riccardo; Disegna, Marta; Pegoraro, Luca; Salmaso, Luigi
Shelf-life prediction: A comparison of methods
2022 ARBORETTI GIANCRISTOFARO, Rosa; Barzizza, Elena; Salmaso, Luigi; Ceccato, Riccardo; Cabello-Straub, Ivette; Gardiner, Jonathan; Housmekerides, Chris; Italiano, Ron; Ramalhoso, Cristiane; Sidoti, Tony; Spadoni, Luca
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