no code implementations • 11 Feb 2022 • Ivana Lučin, Siniša Družeta, Goran Mauša, Marta Alvir, Luka Grbčić, Darija Vukić Lušić, Ante Sikirica, Lado Kranjčević
Currently, the cascade model is employed as a filter method, where measurements not classified as excellent quality need to be further analyzed.
no code implementations • 12 Jan 2022 • Erik Otović, Marko Njirjak, Dario Jozinović, Goran Mauša, Alberto Michelini, Ivan Štajduhar
The general conclusion of our study is that transfer learning is very likely to either increase or not negatively affect the predictive performance of the model or its convergence rate.
no code implementations • 7 Jul 2021 • Luka Grbčić, Siniša Družeta, Goran Mauša, Tomislav Lipić, Darija Vukić Lušić, Marta Alvir, Ivana Lučin, Ante Sikirica, Davor Davidović, Vanja Travaš, Daniela Kalafatović, Kristina Pikelj, Hana Fajković, Toni Holjević, Lado Kranjčević
Finally, the spatial and temporal accuracy of both ML models were examined at sites with the lowest coastal water quality.