The voice of COVID-19: Breath and cough recording classification with temporal decision trees and random forests F Manzella, G Pagliarini, G Sciavicco, IE Stan Artificial Intelligence in Medicine 137, 102486, 2023 | 19 | 2023 |
Interval Temporal Random Forests with an Application to COVID-19 Diagnosis F Manzella, G Pagliarini, G Sciavicco, IE Stan 28th International Symposium on Temporal Representation and Reasoning (TIME …, 2021 | 10 | 2021 |
Statistical Rule Extraction for Gas Turbine Trip Prediction G Bechini, E Losi, L Manservigi, G Pagliarini, G Sciavicco, IE Stan, ... Journal of Engineering for Gas Turbines and Power 145 (5), 051017, 2023 | 7 | 2023 |
Predicting treatment recommendations in postmenopausal osteoporosis G Bonaccorsi, M Giganti, M Nitsenko, G Pagliarini, G Piva, G Sciavicco Journal of Biomedical Informatics 118, 103780, 2021 | 7 | 2021 |
Decision Tree Learning with Spatial Modal Logics G Pagliarini, G Sciavicco arXiv preprint arXiv:2109.08325, 2021 | 6 | 2021 |
Decision Trees with a Modal Flavor D Della Monica, G Pagliarini, G Sciavicco, IE Stan International Conference of the Italian Association for Artificial …, 2022 | 5 | 2022 |
Statistical and Symbolic Neuroaesthetics Rules Extraction from EEG Signals M Coccagna, F Manzella, S Mazzacane, G Pagliarini, G Sciavicco International Work-Conference on the Interplay Between Natural and …, 2022 | 4 | 2022 |
The voice of COVID19: breath and cough recording classification with temporal decision trees and random Forests G Sciavicco, F Manzella, G Pagliarini, IE Stan Available at SSRN 4102488, 2022 | 3 | 2022 |
Multi-Frame Modal Symbolic Learning. G Pagliarini, G Sciavicco, IE Stan OVERLAY@ GandALF, 37-41, 2021 | 3 | 2021 |
Towards an objective theory of subjective liking: A first step in understanding the sense of beauty S Mazzacane, M Coccagna, F Manzella, G Pagliarini, VA Sironi, A Gatti, ... Plos one 18 (6), e0287513, 2023 | 2 | 2023 |
Neural-Symbolic Temporal Decision Trees for Multivariate Time Series Classification G Pagliarini, S Scaboro, G Serra, G Sciavicco, IE Stan 29th International Symposium on Temporal Representation and Reasoning (TIME …, 2022 | 2 | 2022 |
Interpretable land cover classification with modal decision trees G Pagliarini, G Sciavicco European Journal of Remote Sensing 56 (1), 2262738, 2023 | | 2023 |
Efficient Modal Decision Trees F Manzella, G Pagliarini, G Sciavicco, IE Stan International Conference of the Italian Association for Artificial …, 2023 | | 2023 |
Evolutionary Explainable Rule Extraction from (Modal) Random Forests M Ghiotti, F Manzella, G Pagliarini, G Sciavicco, IE Stan ECAI 2023, 827-834, 2023 | | 2023 |
Heuristic Minimization Modulo Theory of Modal Decision Trees Class-Formulas G Pagliarini, A Paradiso, S Rubin, G Sciavicco, IE Stan | | 2023 |
Multi-Models and Multi-Formulas Finite Model Checking for Modal Logic Formulas Induction. M Milella, G Pagliarini, A Paradiso, IE Stan OVERLAY@ AI* IA, 81-85, 2022 | | 2022 |
On Modal Logic Association Rule Mining M Milella, E Muñoz-Velasco, G Pagliarini, A Paradiso, G Sciavicco, ... | | 2022 |