| 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 | 34 | 2023 |
| Knowledge extraction with interval temporal logic decision trees G Sciavicco, SI Eduard arXiv preprint arXiv:2305.16864, 2023 | 31 | 2023 |
| Interval temporal logic decision tree learning A Brunello, G Sciavicco, IE Stan European Conference on Logics in Artificial Intelligence, 778-793, 2019 | 29 | 2019 |
| On coarser interval temporal logics E Muñoz-Velasco, M Pelegrín, P Sala, G Sciavicco, IE Stan Artificial Intelligence 266, 1-26, 2019 | 15 | 2019 |
| Towards a general method for logical rule extraction from time series G Sciavicco, IE Stan, A Vaccari International Work-Conference on the Interplay Between Natural and …, 2019 | 14 | 2019 |
| 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 | 13 | 2021 |
| Feature and language selection in temporal symbolic regression for interpretable air quality modelling E Lucena-Sánchez, G Sciavicco, IE Stan Algorithms 14 (3), 76, 2021 | 12 | 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 | 10 | 2023 |
| Decision trees with a modal flavor D Della Monica, G Pagliarini, G Sciavicco, IE Stan International Conference of the Italian Association for Artificial …, 2022 | 9 | 2022 |
| ModalDecisionTrees. jl: Interpretable models for native time-series & image classification G Pagliarini, F Manzella, G Sciavicco, IE Stan | 5 | 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 | 5 | 2022 |
| Symbolic Learning with Interval Temporal Logic: the Case of Regression. E Lucena-Sanchez, G Sciavicco, IE Stan OVERLAY, 5-9, 2020 | 5 | 2020 |
| Fuzzy Halpern and Shoham's interval temporal logics W Conradie, D Della Monica, E Muñoz-Velasco, G Sciavicco, IE Stan Fuzzy Sets and Systems 456, 107-124, 2023 | 4 | 2023 |
| Multi-Frame Modal Symbolic Learning. G Pagliarini, G Sciavicco, IE Stan OVERLAY@ GandALF, 37-41, 2021 | 4 | 2021 |
| On Modal Logic Association Rule Mining IE Stan, G Sciavicco, E Muñoz-Velasco, G Pagliarini, M Milella, ... ICTCS, 2022 | 2 | 2022 |
| Rule Extraction via Dynamic Discretization with an Application to Air Quality Modelling J Kaminska, E Lucena-Sánchez, G Sciavicco, E Stan CEUR Workshop Proceedings 2644, 42-57, 2020 | 2 | 2020 |
| Time Series Checking with Fuzzy Interval Temporal Logics. W Conradie, D Della Monica, E Munoz-Velasco, G Sciavicco, IE Stan ICTCS, 250-262, 2020 | 2 | 2020 |
| Efficient Modal Decision Trees F Manzella, G Pagliarini, G Sciavicco, IE Stan International Conference of the Italian Association for Artificial …, 2023 | 1 | 2023 |
| Heuristic Minimization Modulo Theory of Modal Decision Trees Class-Formulas. G Pagliarini, A Paradiso, S Rubin, G Sciavicco, IE Stan OVERLAY@ AI* IA, 49-53, 2023 | 1 | 2023 |
| Evolutionary Explainable Rule Extraction from (Modal) Random Forests M Ghiotti, F Manzella, G Pagliarini, G Sciavicco, IE Stan ECAI 2023, 827-834, 2023 | 1 | 2023 |
