Giovanni Pagliarini

According to our database, Giovanni Pagliarini authored at least 16 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Neural-symbolic temporal decision trees for multivariate time series classification.

Giovanni Pagliarini, Simone Scaboro, Giuseppe Serra, Guido Sciavicco, Ionel Eduard Stan

Inf. Comput., 2024

ModalFP-Growth: Efficient Extraction of Modal Association Rules from Non-Tabular Data.

Mauro Milella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the 25th Italian Conference on Theoretical Computer Science, 2024

On Modal Logic Formulae Minimization.

Giovanni Pagliarini, Andrea Paradiso, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the 39th Italian Conference on Computational Logic, 2024

2023

The voice of COVID-19: Breath and cough recording classification with temporal decision trees and random forests.

Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Artif. Intell. Medicine, March, 2023

Heuristic Minimization Modulo Theory of Modal Decision Trees Class-Formulas.

Giovanni Pagliarini, Andrea Paradiso, Sasha Rubin, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the Short Paper Proceedings of the 5th Workshop on Artificial Intelligence and Formal Verification, 2023

(Un)supervised Univariate Feature Extraction and Selection for Dimensional Data.

Patrik Cavina, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023), 2023

Evolutionary Explainable Rule Extraction from (Modal) Random Forests.

Michele Ghiotti, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Efficient Modal Decision Trees.

Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

2022

Statistical and Symbolic Neuroaesthetics Rules Extraction from EEG Signals.

Maddalena Coccagna, Federico Manzella, S. Mazzacane, Giovanni Pagliarini, Guido Sciavicco

Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

On Modal Logic Association Rule Mining.

Ionel Eduard Stan, Guido Sciavicco, Emilio Muñoz-Velasco, Giovanni Pagliarini, Mauro Milella, Andrea Paradiso

Proceedings of the 23rd Italian Conference on Theoretical Computer Science, 2022

Decision Trees with a Modal Flavor.

Dario Della Monica, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the AIxIA 2022 - Advances in Artificial Intelligence, 2022

Multi-Models and Multi-Formulas Finite Model Checking for Modal Logic Formulas Induction.

Mauro Milella, Giovanni Pagliarini, Andrea Paradiso, Ionel Eduard Stan

Proceedings of the Short Paper Proceedings of the 4th Workshop on Artificial Intelligence and Formal Verification, 2022

2021

Predicting treatment recommendations in postmenopausal osteoporosis.

Gloria Bonaccorsi, Melchiore Giganti, Maxim Nitsenko, Giovanni Pagliarini, Giacomo Piva, Guido Sciavicco

J. Biomed. Informatics, 2021

Decision Tree Learning with Spatial Modal Logics.

Giovanni Pagliarini, Guido Sciavicco

Proceedings of the Proceedings 12th International Symposium on Games, 2021

Interval Temporal Random Forests with an Application to COVID-19 Diagnosis.

Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the 28th International Symposium on Temporal Representation and Reasoning, 2021

Multi-Frame Modal Symbolic Learning.

Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan

Proceedings of the 3rd Workshop on Artificial Intelligence and Formal Verification, 2021