Giovanni Pagliarini

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Multivariate Time Series

Top Venues

Artif. Intell. Medicine

Publications

Giovanni Pagliarini, Andrea Paradiso, Guido Sciavicco, Ionel Eduard Stan
On Modal Logic Formulae Minimization. CILC (2024)
Giovanni Pagliarini, Simone Scaboro, Giuseppe Serra, Guido Sciavicco, Ionel Eduard Stan
Neural-symbolic temporal decision trees for multivariate time series classification. Inf. Comput. 301 (2024)
Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
The voice of COVID-19: Breath and cough recording classification with temporal decision trees and random forests. Artif. Intell. Medicine 137 (2023)
Michele Ghiotti, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
Evolutionary Explainable Rule Extraction from (Modal) Random Forests. ECAI (2023)
Patrik Cavina, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
(Un)supervised Univariate Feature Extraction and Selection for Dimensional Data. itaDATA (2023)
Giovanni Pagliarini, Andrea Paradiso, Sasha Rubin, Guido Sciavicco, Ionel Eduard Stan
Heuristic Minimization Modulo Theory of Modal Decision Trees Class-Formulas. OVERLAY@AI*IA (2023)
Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
Efficient Modal Decision Trees. AI*IA (2023)
Dario Della Monica, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
Decision Trees with a Modal Flavor. AI*IA (2022)
Giovanni Pagliarini, Simone Scaboro, Giuseppe Serra, Guido Sciavicco, Ionel Eduard Stan
Neural-Symbolic Temporal Decision Trees for Multivariate Time Series Classification. TIME (2022)
Maddalena Coccagna, Federico Manzella, S. Mazzacane, Giovanni Pagliarini, Guido Sciavicco
Statistical and Symbolic Neuroaesthetics Rules Extraction from EEG Signals. IWINAC (1) (2022)
Ionel Eduard Stan, Guido Sciavicco, Emilio Muñoz-Velasco, Giovanni Pagliarini, Mauro Milella, Andrea Paradiso
On Modal Logic Association Rule Mining. ICTCS (2022)
Mauro Milella, Giovanni Pagliarini, Andrea Paradiso, Ionel Eduard Stan
Multi-Models and Multi-Formulas Finite Model Checking for Modal Logic Formulas Induction. OVERLAY@AI*IA (2022)
Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
Multi-Frame Modal Symbolic Learning. OVERLAY@GandALF (2021)
Gloria Bonaccorsi, Melchiore Giganti, Maxim Nitsenko, Giovanni Pagliarini, Giacomo Piva, Guido Sciavicco
Predicting treatment recommendations in postmenopausal osteoporosis. J. Biomed. Informatics 118 (2021)
Giovanni Pagliarini, Guido Sciavicco
Decision Tree Learning with Spatial Modal Logics. GandALF (2021)
Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
Interval Temporal Random Forests with an Application to COVID-19 Diagnosis. TIME (2021)