Giovanni Pagliarini

21 papers A 1C 3Journal 4Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Symbolic Audio Classification via Modal Decision Tree Learning.
CoRR
Enrico Marzano, Giovanni Pagliarini, Riccardo Pasini, Guido Sciavicco, Ionel Eduard Stan
2025 C conf
Temporal Association Rules from Motifs (Short Paper).
TIME
Mauro Milella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
2024 — conf
Minimal Rules from Decision Forests: A Systematic Approach.
OVERLAY
Giovanni Pagliarini, Andrea Paradiso, Marco Perrotta, Guido Sciavicco
2024 — conf
ModalFP-Growth: Efficient Extraction of Modal Association Rules from Non-Tabular Data.
ICTCS
Mauro Milella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
2024 J jnl
Neural-symbolic temporal decision trees for multivariate time series classification.
Inf. Comput.
Giovanni Pagliarini, Simone Scaboro, Giuseppe Serra, Guido Sciavicco, Ionel Eduard Stan
2024 — conf
On Modal Logic Formulae Minimization.
CILC
Giovanni Pagliarini, Andrea Paradiso, Guido Sciavicco, Ionel Eduard Stan
2024 — conf
Towards Modern Rule-Based Learning.
OVERLAY
Giovanni Pagliarini, Edoardo Ponsanesi, Guido Sciavicco, Ionel Eduard Stan
2023 — conf
(Un)supervised Univariate Feature Extraction and Selection for Dimensional Data.
itaDATA
Patrik Cavina, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
2023 — conf
Efficient Modal Decision Trees.
AI*IA
Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
2023 A conf
Evolutionary Explainable Rule Extraction from (Modal) Random Forests.
ECAI
Michele Ghiotti, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
2023 — conf
Heuristic Minimization Modulo Theory of Modal Decision Trees Class-Formulas.
OVERLAY@AI*IA
Giovanni Pagliarini, Andrea Paradiso, Sasha Rubin, Guido Sciavicco, Ionel Eduard Stan
2023 J jnl
The voice of COVID-19: Breath and cough recording classification with temporal decision trees and random forests.
Artif. Intell. Medicine
Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
2022 — conf
Decision Trees with a Modal Flavor.
AI*IA
Dario Della Monica, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
2022 — conf
Multi-Models and Multi-Formulas Finite Model Checking for Modal Logic Formulas Induction.
OVERLAY@AI*IA
Mauro Milella, Giovanni Pagliarini, Andrea Paradiso, Ionel Eduard Stan
2022 C conf
Neural-Symbolic Temporal Decision Trees for Multivariate Time Series Classification.
TIME
Giovanni Pagliarini, Simone Scaboro, Giuseppe Serra, Guido Sciavicco, Ionel Eduard Stan
2022 — conf
On Modal Logic Association Rule Mining.
ICTCS
Ionel Eduard Stan, Guido Sciavicco, Emilio Muñoz-Velasco, Giovanni Pagliarini, Mauro Milella, Andrea Paradiso
2022 — conf
Statistical and Symbolic Neuroaesthetics Rules Extraction from EEG Signals.
IWINAC (1)
Maddalena Coccagna, Federico Manzella, Sante Mazzacane, Giovanni Pagliarini, Guido Sciavicco
2021 — conf
Decision Tree Learning with Spatial Modal Logics.
GandALF
Giovanni Pagliarini, Guido Sciavicco
2021 C conf
Interval Temporal Random Forests with an Application to COVID-19 Diagnosis.
TIME
Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
2021 — conf
Multi-Frame Modal Symbolic Learning.
OVERLAY@GandALF
Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
2021 J jnl
Predicting treatment recommendations in postmenopausal osteoporosis.
J. Biomed. Informatics
Gloria Bonaccorsi, Melchiore Giganti, Maxim Nitsenko, Giovanni Pagliarini, Giacomo Piva, Guido Sciavicco