Ionel Eduard Stan

37 papers A 1B 1C 7Journal 10Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Systematic Literature Review of Innovations, Challenges, and Future Directions in Telemonitoring and Wearable Health Technologies.
IEEE J. Biomed. Health Informatics
Ionel Eduard Stan, Daniela D'Auria, Paolo Napoletano
2026 J jnl
Authenticated Robotic Teleoperation With Task Recognition.
IEEE Consumer Electron. Mag.
Ionel Eduard Stan, Hamza Amrani, Paolo Napoletano, Daniela D'Auria
2025 C conf
Assessing the (In)Ability of LLMs to Reason in Interval Temporal Logic.
TIME
Pietro Bellodi, Pietro Casavecchia, Alberto Paparella, Guido Sciavicco, Ionel Eduard Stan
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 C conf
Fitting's Style Many-Valued Interval Temporal Logic Tableau System: Theory and Implementation.
TIME
Guillermo Badia, Carles Noguera, Alberto Paparella, Guido Sciavicco, Ionel Eduard Stan
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
A Post-Modern Approach to Automatic Metaphor Identification.
CLiC-it
Dario Del Fante, Federico Manzella, Guido Sciavicco, Ionel Eduard Stan
2023 C conf
A Sound and Complete Tableau System for Fuzzy Halpern and Shoham's Interval Temporal Logic.
TIME
Willem Conradie, Riccardo Monego, Emilio Muñoz-Velasco, 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 J jnl
Fuzzy Halpern and Shoham's interval temporal logics.
Fuzzy Sets Syst.
Willem Conradie, Dario Della Monica, Emilio Muñoz-Velasco, 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
Knowledge Extraction with Interval Temporal Logic Decision Trees.
CoRR
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
2021 J jnl
Feature and Language Selection in Temporal Symbolic Regression for Interpretable Air Quality Modelling.
Algorithms
Estrella Lucena-Sánchez, Guido Sciavicco, Ionel Eduard Stan
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
2020 — conf
A Note on Ultimately-Periodic Finite Interval Temporal Logic Model Checking.
OVERLAY
Dario Della Monica, Angelo Montanari, Guido Sciavicco, Ionel Eduard Stan
2020 J jnl
Interval Temporal Logic Decision Tree Learning.
CoRR
Andrea Brunello, Guido Sciavicco, Ionel Eduard Stan
2020 C conf
Knowledge Extraction with Interval Temporal Logic Decision Trees.
TIME
Guido Sciavicco, Ionel Eduard Stan
2020 — conf
Rule Extraction via Dynamic Discretization with an Application to Air Quality Modelling.
RuleML+RR (Supplement)
Joanna Kaminska, Estrella Lucena-Sánchez, Guido Sciavicco, Ionel Eduard Stan
2020 — conf
Symbolic Learning with Interval Temporal Logic: the Case of Regression.
OVERLAY
Estrella Lucena-Sánchez, Guido Sciavicco, Ionel Eduard Stan
2020 — conf
Time Series Checking with Fuzzy Interval Temporal Logics.
ICTCS
Willem Conradie, Dario Della Monica, Emilio Muñoz-Velasco, Guido Sciavicco, Ionel Eduard Stan
2019 B conf
Interval Temporal Logic Decision Tree Learning.
JELIA
Andrea Brunello, Guido Sciavicco, Ionel Eduard Stan
2019 J jnl
On coarser interval temporal logics.
Artif. Intell.
Emilio Muñoz-Velasco, Mercedes Pelegrín-García, Pietro Sala, Guido Sciavicco, Ionel Eduard Stan
2019 — conf
Towards Interval Temporal Logic Rule-Based Classification.
OVERLAY@AI*IA
Estrella Lucena-Sánchez, Emilio Muñoz-Velasco, Guido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari
2019 — conf
Towards a General Method for Logical Rule Extraction from Time Series.
IWINAC (2)
Guido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari
2017 — conf
Implementation of a Tableau-based Satisfiability Checker for HS3.
ICTCS/CILC
Emilio Muñoz-Velasco, Guido Sciavicco, Ionel Eduard Stan