1 code implementation • 2 Apr 2024 • Katarina Domijan
An empirical study was carried out to compare different implementations of ensemble models aimed at improving prediction in spectroscopic data.
1 code implementation • 26 Jun 2023 • Vibhoothi, Angeliki Katsenou, François Pitié, Katarina Domijan, Anil Kokaram
Since 2015 video dimensionality has expanded to higher spatial and temporal resolutions and a wider colour gamut.
1 code implementation • 10 Oct 2022 • Maria Frizzarin, Giulio Visentin, Alessandro Ferragina, Elena Hayes, Antonio Bevilacqua, Bhaskar Dhariyal, Katarina Domijan, Hussain Khan, Georgiana Ifrim, Thach Le Nguyen, Joe Meagher, Laura Menchetti, Ashish Singh, Suzy Whoriskey, Robert Williamson, Martina Zappaterra, Alessandro Casa
In April 2022, the Vistamilk SFI Research Centre organized the second edition of the "International Workshop on Spectroscopy and Chemometrics - Applications in Food and Agriculture".
no code implementations • 14 Apr 2022 • Bruna Wundervald, Andrew Parnell, Katarina Domijan
We propose a simple yet powerful extension of Bayesian Additive Regression Trees which we name Hierarchical Embedded BART (HE-BART).
1 code implementation • 5 Jul 2021 • Maria Frizzarin, Antonio Bevilacqua, Bhaskar Dhariyal, Katarina Domijan, Federico Ferraccioli, Elena Hayes, Georgiana Ifrim, Agnieszka Konkolewska, Thach Le Nguyen, Uche Mbaka, Giovanna Ranzato, Ashish Singh, Marco Stefanucci, Alessandro Casa
A chemometric data analysis challenge has been arranged during the first edition of the "International Workshop on Spectroscopy and Chemometrics", organized by the Vistamilk SFI Research Centre and held online in April 2021.
no code implementations • 18 Jan 2021 • Catherine B. Hurley, Mark O'Connell, Katarina Domijan
Machine learning models fit complex algorithms to arbitrarily large datasets.
no code implementations • 12 Jun 2020 • Bruna Wundervald, Andrew Parnell, Katarina Domijan
We develop a new approach for feature selection via gain penalization in tree-based models.
no code implementations • 17 May 2019 • Manokamna Singh, Katarina Domijan
We apply and compare a large number of classification, dimension reduction and variable selection approaches to these datasets.