Interval temporal logic decision tree learning A Brunello, G Sciavicco, IE Stan European Conference on Logics in Artificial Intelligence, 778-793, 2019 | 28 | 2019 |
Knowledge Extraction with Interval Temporal Logic Decision Trees G Sciavicco, IE Stan International Symposium on Temporal Representation and Reasoning (TIME 2020), 2020 | 26 | 2020 |
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 |
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 | 13 | 2019 |
On coarser interval temporal logics E Muñoz-Velasco, M Pelegrín, P Sala, G Sciavicco, IE Stan Artificial Intelligence 266, 1-26, 2019 | 13 | 2019 |
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 | 11 | 2021 |
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 |
Decision trees with a modal flavor D Della Monica, G Pagliarini, G Sciavicco, IE Stan International Conference of the Italian Association for Artificial …, 2022 | 6 | 2022 |
Symbolic Learning with Interval Temporal Logic: the Case of Regression. E Lucena-Sanchez, G Sciavicco, IE Stan OVERLAY, 5-9, 2020 | 5 | 2020 |
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 |
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 | 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 |
Time Series Checking with Fuzzy Interval Temporal Logics W Conradie, D Della, G Sciavicco, I Eduard Italian Conference on Theoretical Computer Science (ICTCS2020), 2020 | 2 | 2020 |
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 |
A Note on Ultimately-Periodic Finite Interval Temporal Logic Model Checking D Della Monica, A Montanari, G Sciavicco, IE Stan OVERLAY, 11-15, 2020 | 1 | 2020 |
Towards Interval Temporal Logic Rule-Based Classification E Lucena-Sánchez, E Muñoz-Velasco, G Sciavicco, IE Stan, A Vaccari OVERLAY@ AI* IA, 65-70, 2019 | 1 | 2019 |
Implementation of a Tableau-based Satisfiability Checker for HS3 E Munoz-Velasco, G Sciavicco, IE Stan ICTCS/CILC, 326-340, 2017 | 1 | 2017 |
Efficient Modal Decision Trees F Manzella, G Pagliarini, G Sciavicco, IE Stan International Conference of the Italian Association for Artificial …, 2023 | | 2023 |