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Lag Variables in Air Pollution Modeling Based on Traffic Flow and Meteorological Factors Jimènez, Fernando; Káminska, Joanna; LUCENA SANCHEZ, Estrella; Sciavicco, Guido details >>	MPDI, Proceedings of the 9th International Scientific Conference on Innovation, Sustainability, Modernity and Openness (ISMO 2020) Vol. 51, No. 1, pp: 1-1-1-4, Anno: 2020

Decision Trees with a Modal Flavor Della Monica, Dario; Pagliarini, Giovanni; Sciavicco, Guido; Stan, IONEL EDUARD details >>	Springer, XXIstProc. of the 21st International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022) Vol. 13796, No. 1, pp: 47-59, Anno: 2023

A Post-Modern Approach to Automatic Metaphor Identification Del Fante, Dario; Manzella, Federico; Sciavicco, Guido; Stan, Eduard details >>	Linköping : Linköping University Electronic Press, CLiC-it 2023: 9th Italian Conference on Computational Linguistics - Proocedings pp: 1-5, Anno: 2023

STATISTICAL RULE EXTRACTION FOR GAS TURBINE TRIP PREDICTION Bechini, Giovanni; Losi, Enzo; Manservigi, Lucrezia; Pagliarini, Giovanni; Sciavicco, Guido; Stan, IONEL EDUARD; Venturini, Mauro details >>	American Society of Mechanical Engineers (ASME), Proceedings of ASME Turbo Expo 2022 Vol. 7, No. 1, pp: 1-12, Anno: 2022

Neural-Symbolic Temporal Decision Trees for Multivariate Time Series Classification Pagliarini, Giovanni; Scaboro, Simone; Serra, Giuseppe; Sciavicco, Guido; Stan, IONEL EDUARD details >>	Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Proceedings of the 29th International Symposium on Temporal Representation and Reasoning (TIME 2022) Vol. 247, No. 1, pp: 1-15, Anno: 2022

Statistical and Symbolic Neuroaesthetics Rules Extraction From EEG Signals Coccagna, Maddalena; Manzella, Federico; Mazzacane, Sante; Pagliarini, Giovanni; Sciavicco, Guido details >>	Springer, Proceedings of the 9th International Work-Conference on the Interplay Between Natural and Artificial Computation (IWINAC 2022) Vol. 13258, No. 1, pp: 536-546, Anno: 2022

Knowledge extraction with interval temporal logic decision trees Sciavicco, Guido; Stan, IONEL EDUARD details >>	Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Proceedings of the 27th International Symposium on Temporal Representation and Reasoning (TIME 2020) Vol. 178, No. 1, pp: 9-1-9-16, Anno: 2020

Rule Extraction via Dynamic Discretization with an Application to Air Quality Modelling Kaminska, J.; LUCENA SANCHEZ, Estrella; Sciavicco, G.; Stan, E. details >>	Aachen University, Proceedings of the 14th International Rule Challenge, 4th Doctoral Consortium, and 6th Industry Track @ RuleML+RR 2020 Vol. 2644, No. 1, pp: 42-57, Anno: 2020

On (maximal, tractable) fragments of the branching algebra? Bertagnon, Alessandro; Gavanelli, Marco; Sciavicco, Guido; Trevisani, Stefano details >>	RWTH Aachen University, Proceedings of the 35th Edition of the Italian Conference on Computational Logic (CILC 2020) Vol. 2710, No. 1, pp: 113-126, Anno: 2020

Mining significant temporal networks is polynomial Sciavicco, Guido; Villa, Tiziano; Zavatteri, Matteo details >>	Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Proceedings of the 27th International Symposium on Temporal Representation and Reasoning (TIME 2020) Vol. 178, No. 1, pp: 11-1-11-12, Anno: 2020

Towards Interval Temporal Logic Rule-Based Classification LUCENA SANCHEZ, Estrella; Muñoz Velasco, Emilio; Stan, IONEL EDUARD; Sciavicco, Guido; Vaccari, Alessandro details >>	CEUR, Proceedings of the 1st Workshop on Artificial Intelligence and Formal Verification, Logic, Automata, and Synthesis Vol. 2509, No. 1, pp: 65-70, Anno: 2020

The horn fragment of branching algebra Bertagnon, Alessandro; Gavanelli, Marco; Passantino, Alessandro; Sciavicco, Guido; Trevisani, Stefano details >>	Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Proceedings of the 27th International Symposium on Temporal Representation and Reasoning (TIME 2020) Vol. 178, No. 1, pp: 5-1-5-16, Anno: 2020

Simple Versus Composed Temporal Lag Regression with Feature Selection, with an Application to Air Quality Modeling LUCENA SANCHEZ, Estrella; Jimenez, Fernando; Sciavicco, Guido; Kaminska, Joanna details >>	Institute of Electrical and Electronics Engineers Inc., Proceedings of the 13th IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS 2020) Vol. 2020, No. 1, pp: 9122765-1-9122765-8, Anno: 2020

Multi-Objective Evolutionary Optimization for Time Series Lag Regression Jiménez, Fernando; Kaminska, Joanna; Estrella, LUCENA SANCHEZ; Palma, Josè; Sciavicco, Guido details >>	Godel Impresiones Digitales, Proceedings of the 6th International Conference on Time Series and Forecasting pp: 373-384, Anno: 2019

Ultimately-periodic interval model checking for temporal dataset evaluation Della Monica, Dario; Murano, Aniello; Montanari, Angelo; Sciavicco, Guido details >>	Easychair, GCAI 2019. Proceedings of the 5th Global Conference on Artificial Intelligence Vol. 65, No. 1, pp: 28-41, Anno: 2019

Interval Temporal Logic Decision Tree Learning Brunello, Andrea; Sciavicco, Guido; Eduard Stan, Ionel details >>	Springer Verlag, Proceedings of the 16th European Conference on Logics in Artificial Intelligence Vol. 11468, No. 1, pp: 778-793, Anno: 2019

Towards a General Method for Logical Rule Extraction from Time Series Sciavicco, Guido; Stan, Ionel Eduard; Vaccari, Alessandro details >>	Springer, Proceedings of the 8th International Work-Conference on the Interplay Between Natural and Artificial Computation Vol. 11487, No. 1, pp: 3-12, Anno: 2019

Deciding the consistency of branching time interval networks Gavanelli, Marco; Passantino, Alessandro; Sciavicco, Guido details >>	Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, Proceedings of the 25th International Symposium on Temporal Representation and Reasoning Vol. 120, No. 1, pp: 12-1-12-15, Anno: 2018

J48S: a Sequence Classification Approach to Speech Analysis based on Decision Trees Brunello, Andrea; Marzano, Enrico; Montanari, Angelo; Sciavicco, Guido details >>	Springer, Information and Software Technologies. 24th International Conference, ICIST 2018, Vilnius, Lithuania, October 4–6, 2018, Proceedings Vol. 920, No. 1, pp: 240-256, Anno: 2018

A novel decision tree approach for the handling of time series Brunello, Andrea; Marzano, Enrico; Montanari, Angelo; Sciavicco, Guido details >>	Springer, Proceedings of the 6th nternational Conference on Mining Intelligence and Knowledge Exploration Vol. 11308, No. 1, pp: 351-368, Anno: 2018