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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     dettagli >>
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     dettagli >>
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     dettagli >>
CEUR-WS, 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     dettagli >>
American Society of Mechanical Engineers (ASME), Proceedings of ASME Turbo Expo 2022
Vol. 7, No. 1, pp: 1-12, Anno: 2022

Statistical and Symbolic Neuroaesthetics Rules Extraction From EEG Signals
Coccagna, Maddalena; Manzella, Federico; Mazzacane, Sante; Pagliarini, Giovanni; Sciavicco, Guido     dettagli >>
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

Neural-Symbolic Temporal Decision Trees for Multivariate Time Series Classification
Pagliarini, Giovanni; Scaboro, Simone; Serra, Giuseppe; Sciavicco, Guido; Stan, IONEL EDUARD     dettagli >>
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

The horn fragment of branching algebra
Bertagnon, Alessandro; Gavanelli, Marco; Passantino, Alessandro; Sciavicco, Guido; Trevisani, Stefano     dettagli >>
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

On (maximal, tractable) fragments of the branching algebra?
Bertagnon, Alessandro; Gavanelli, Marco; Sciavicco, Guido; Trevisani, Stefano     dettagli >>
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

Towards Interval Temporal Logic Rule-Based Classification
LUCENA SANCHEZ, Estrella; Muñoz Velasco, Emilio; Stan, IONEL EDUARD; Sciavicco, Guido; Vaccari, Alessandro     dettagli >>
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

Mining significant temporal networks is polynomial
Sciavicco, Guido; Villa, Tiziano; Zavatteri, Matteo     dettagli >>
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

Knowledge extraction with interval temporal logic decision trees
Sciavicco, Guido; Stan, IONEL EDUARD     dettagli >>
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.     dettagli >>
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

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     dettagli >>
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     dettagli >>
Godel Impresiones Digitales, Proceedings of the 6th International Conference on Time Series and Forecasting
pp: 373-384, Anno: 2019

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

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

Towards a General Method for Logical Rule Extraction from Time Series
Sciavicco, Guido; Stan, Ionel Eduard; Vaccari, Alessandro     dettagli >>
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

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

Deciding the consistency of branching time interval networks
Gavanelli, Marco; Passantino, Alessandro; Sciavicco, Guido     dettagli >>
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

Extracting interval temporal logic rules: A first approach
Bresolin, Davide; Cominato, Enrico; Gnani, Simone; Muñoz-Velasco, Emilio; Sciavicco, Guido     dettagli >>
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: 7-1-7-15, Anno: 2018

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