Ionel Eduard Stan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

Rule Extraction

Mazurkiewicz Traces

Top Venues

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)
Guido Sciavicco, Ionel Eduard Stan
Knowledge Extraction with Interval Temporal Logic Decision Trees. CoRR (2023)
Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
Efficient Modal Decision Trees. AI*IA (2023)
Willem Conradie, Riccardo Monego, Emilio Muñoz-Velasco, Guido Sciavicco, Ionel Eduard Stan
A Sound and Complete Tableau System for Fuzzy Halpern and Shoham's Interval Temporal Logic. TIME (2023)
Dario Del Fante, Federico Manzella, Guido Sciavicco, Ionel Eduard Stan
A Post-Modern Approach to Automatic Metaphor Identification. CLiC-it (2023)
Willem Conradie, Dario Della Monica, Emilio Muñoz-Velasco, Guido Sciavicco, Ionel Eduard Stan
Fuzzy Halpern and Shoham's interval temporal logics. Fuzzy Sets Syst. 456 (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)
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)
Estrella Lucena-Sánchez, Guido Sciavicco, Ionel Eduard Stan
Feature and Language Selection in Temporal Symbolic Regression for Interpretable Air Quality Modelling. Algorithms 14 (3) (2021)
Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Ionel Eduard Stan
Interval Temporal Random Forests with an Application to COVID-19 Diagnosis. TIME (2021)
Willem Conradie, Dario Della Monica, Emilio Muñoz-Velasco, Guido Sciavicco, Ionel Eduard Stan
Time Series Checking with Fuzzy Interval Temporal Logics. ICTCS (2020)
Dario Della Monica, Angelo Montanari, Guido Sciavicco, Ionel Eduard Stan
A Note on Ultimately-Periodic Finite Interval Temporal Logic Model Checking. OVERLAY (2020)
Estrella Lucena-Sánchez, Guido Sciavicco, Ionel Eduard Stan
Symbolic Learning with Interval Temporal Logic: the Case of Regression. OVERLAY (2020)
Joanna Kaminska, Estrella Lucena-Sánchez, Guido Sciavicco, Ionel Eduard Stan
Rule Extraction via Dynamic Discretization with an Application to Air Quality Modelling. RuleML+RR (Supplement) (2020)
Andrea Brunello, Guido Sciavicco, Ionel Eduard Stan
Interval Temporal Logic Decision Tree Learning. CoRR (2020)
Guido Sciavicco, Ionel Eduard Stan
Knowledge Extraction with Interval Temporal Logic Decision Trees. TIME (2020)
Andrea Brunello, Guido Sciavicco, Ionel Eduard Stan
Interval Temporal Logic Decision Tree Learning. JELIA (2019)
Emilio Muñoz-Velasco, Mercedes Pelegrín-García, Pietro Sala, Guido Sciavicco, Ionel Eduard Stan
On coarser interval temporal logics. Artif. Intell. 266 (2019)
Guido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari
Towards a General Method for Logical Rule Extraction from Time Series. IWINAC (2) (2019)
Estrella Lucena-Sánchez, Emilio Muñoz-Velasco, Guido Sciavicco, Ionel Eduard Stan, Alessandro Vaccari
Towards Interval Temporal Logic Rule-Based Classification. OVERLAY@AI*IA (2019)
Emilio Muñoz-Velasco, Guido Sciavicco, Ionel Eduard Stan
Implementation of a Tableau-based Satisfiability Checker for HS3. ICTCS/CILC (2017)