Pietro Ducange

130 papers B 24C 5Misc 2Journal 47Unranked 47
YearRankTypeTitle / Venue / Authors
2026 J jnl
Federated SHAP: Privacy-Preserving and Consistent Post-hoc Explainability in Federated Learning.
Mach. Learn.
Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Alessandro Renda, Fabrizio Ruffini
2026 J jnl
Optimizing field service operations with NLP and deep learning-based spare parts prediction.
Appl. Soft Comput.
Alessio Schiavo, Alessandro Renda, Pietro Ducange, Francesco Marcelloni
2026 J jnl
Towards continuous water stress classification in tomato plants via fuzzy Hoeffding trees and in-vivo biosensors.
Evol. Syst.
Giovanni Panella, Pietro Ducange, Manuele Bettelli, Filippo Vurro, Michela Janni, Michela Fazzolari, Riccardo Pecori
2025 B conf
A Comparative Analysis of Models for Real-Time Personal Protective Equipment Detection on Edge Devices.
IJCNN
Giustino Claudio Miglionico, Francesco di Rienzo, Pietro Ducange, Francesco Marcelloni, Carlo Vallati
2025 — conf
An Explainable Brain Tumor Classification System based on Fuzzy Decision Trees.
FUZZ
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Giustino Claudio Miglionico, Fabrizio Ruffini
2025 — conf
An Explainable Histopathological Nuclei Classification System Based on Fuzzy Decision Trees.
IJCCI (1)
Pietro Ducange, Masoume Gholizade, Francesco Marcelloni, Giustino Claudio Miglionico, Fabrizio Ruffini
2025 J jnl
Artificial Intelligence in Agri-Robotics: A Systematic Review of Trends and Emerging Directions Leveraging Bibliometric Tools.
Robotics
Simona Casini, Pietro Ducange, Francesco Marcelloni, Lorenzo Pollini
2025 — conf
Cross-Modal Knowledge Distillation for Path Loss Prediction in Urban mmWave UAV-assisted Networks.
ICUMT
Ladan Gholami, Pietro Cassarà, Pietro Ducange, Alberto Gotta
2025 B conf
Explainable Machine Learning for Environment-Aware Channel State Prediction in UAV-Based 6G Networks.
WiMob
Ladan Gholami, Pietro Ducange, Arcangela Rago, Pietro Cassarà, Alberto Gotta
2025 — conf
Exploiting Fuzzy Regression Trees for M&A Sustainability Prediction.
FUZZ
Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Francesco Pistolesi, Emanuele Teti
2025 C conf
Federated Learning (FED) of eXplainable Artificial Intelligence (XAI) Models.
WEBIST
Pietro Ducange
2025 B conf
Human-Centered AI and Autonomy in Robotics: Insights from a Bibliometric Study.
IJCNN
Simona Casini, Pietro Ducange, Francesco Marcelloni, Lorenzo Pollini
2025 J jnl
Human-Centered AI and Autonomy in Robotics: Insights from a Bibliometric Study.
CoRR
Simona Casini, Pietro Ducange, Francesco Marcelloni, Lorenzo Pollini
2025 J jnl
Improving Accuracy in Industrial Safety Monitoring: Combine UWB Localization and AI-Based Image Analysis.
J. Sens. Actuator Networks
Francesco di Rienzo, Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Nicolò Salti, Carlo Vallati
2025 J jnl
Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees.
Inf. Fusion
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2025 B conf
Leveraging Explainability of AI-Based Intrusion Detection Systems in a Federated Environment.
IJCNN
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Giustino Claudio Miglionico
2025 J jnl
Leveraging Explainable AI for 3-D Geometry-Based Channel Status Prediction in UAV-Assisted Communication Networks.
IEEE Open J. Commun. Soc.
Ladan Gholami, Pietro Ducange, Alberto Gotta, Pietro Cassarà
2025 B conf
Security Threats to Explainable Classifiers in Federated Learning.
IJCNN
Mattia Daole, Pietro Ducange, Francisco Herrera, Francesco Marcelloni, Alessandro Renda, Nuria Rodríguez Barroso
2024 — conf
An Explainable Smart Agriculture System based on In- Vivo Biosensors.
FUZZ
Riccardo Pecori, Giovanni Panella, Filippo Vurro, Manuele Bettelli, Michela Fazzolari, Pietro Ducange
2024 — conf
Channel Modeling for Millimeter-Wave UAV Communication based on Explainable Generative Neural Network.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
Ladan Gholami, Pietro Ducange, Pietro Cassarà, Alberto Gotta
2024 — conf
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering.
FUZZ
Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2024 — conf
Continuous Monitoring of Body Shaming Actions in Social Networks.
EAIS
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Martina Marino, Roberta Matrella
2024 — conf
Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers: A Comparative Analysis for Brain Tumor Classification in MRI Images.
EXPLAINS
Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Witold Pedrycz
2024 — conf
Explainable Intrusion Detection System in IoT Scenarios: A Cross-Device Model Training and Evaluation for Traffic Classification.
HICSS
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni
2024 J jnl
Federated $c$-Means and Fuzzy $c$-Means Clustering Algorithms for Horizontally and Vertically Partitioned Data.
IEEE Trans. Artif. Intell.
José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange
2024 J jnl
Federated Learning of XAI Models in Healthcare: A Case Study on Parkinson's Disease.
Cogn. Comput.
Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2024 — conf
Leveraging Incremental Decision Trees and In-Vivo Biosensors for an Explainable Plant Health Monitoring System.
EAIS
Giovanni Panella, Pietro Ducange, Manuele Bettelli, Filippo Vurro, Michela Fazzolari, Riccardo Pecori
2024 J jnl
On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data.
IEEE Access
Alessio Schiavo, Francesco Marcelloni, Pietro Ducange, Alessandro Renda, Fabrizio Ruffini, Renzo Dani
2024 B conf
Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection.
IJCNN
Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Carlo Vallati, Francesco di Rienzo
2024 — conf
Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers.
FUZZ
Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2024 — conf
Understanding the Conceptual Structure of Large Language Models through Bibliographical Network.
EAIS
Veronica Duarte-Martínez, Ignacio J. Pérez, Pietro Ducange, Manuel J. Cobo
2024 — conf
XAIMed: A Diagnostic Support Tool for Explaining AI Decisions on Medical Images.
EXPLAINS
Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Alessandro Renda, Alessio Schiavo
2023 — conf
An Application for Federated Learning of XAI Models in Edge Computing Environments.
FUZZ
Alessio Bechini, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2023 — conf
An Explainable Intrusion Detection System for IoT Networks.
FUZZ
Michela Fazzolari, Pietro Ducange, Francesco Marcelloni
2023 J jnl
Data Platform Guidelines and Prototype for Microgrids and Energy Access: Matching Demand Profiles and Socio-Economic Data to Foster Project Development.
IEEE Access
Davide Fioriti, Nicoló Stevanato, Pietro Ducange, Francesco Marcelloni, Emanuela Colombo, Davide Poli
2023 J jnl
Enabling federated learning of explainable AI models within beyond-5G/6G networks.
Comput. Commun.
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo, Giovanni Stea, Antonio Virdis
2023 C conf
Experimental Assessment of Heterogeneous Fuzzy Regression Trees.
IJCCI
José Luis Corcuera Bárcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2023 J jnl
Exploiting Simu5G for generating datasets for training and testing AI models for 5G/6G network applications.
SoftwareX
Giovanni Nardini, Alessandro Noferi, Pietro Ducange, Giovanni Stea
2023 — conf
Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression.
xAI (1)
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2023 — conf
Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Renda, Giovanni Stea
2023 — conf
Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks.
FUZZ
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo
2023 — conf
Leveraging Explainable AI Methods and Tools for Educational Data.
HELMeTO
Gabriella Casalino, Giovanna Castellano, Pietro Ducange, Michela Fazzolari, Riccardo Pecori, Gianluca Zaza
2023 J jnl
OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python.
SoftwareX
Mattia Daole, Alessio Schiavo, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2023 J jnl
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G.
IEEE Access
Mattia Merluzzi, Tamás Borsos, Nandana Rajatheva, András A. Benczúr, Hamed Farhadi, Taha Yassine, Markus Dominik Mueck, Sokratis Barmpounakis, Emilio Calvanese Strinati, Dilin Dampahalage, Panagiotis Demestichas, Pietro Ducange, Miltiadis C. Filippou, Leonardo Gomes Baltar, Johan Haraldson, Leyli Karaçay, Dani Korpi, Vasiliki Lamprousi, Francesco Marcelloni, Jafar Mohammadi, Nuwanthika Rajapaksha, Alessandro Renda, Mikko A. Uusitalo
2023 — conf
Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project.
Ital-IA
Pietro Ducange, Francesco Marcelloni, Davide Micheli, Giovanni Nardini, Alessandro Renda, Dario Sabella, Giovanni Stea, Antonio Virdis
2022 J jnl
A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting.
ACM Trans. Knowl. Discov. Data
Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2022 J jnl
A Smart System for Personal Protective Equipment Detection in Industrial Environments Based on Deep Learning at the Edge.
IEEE Access
Gionatan Gallo, Francesco di Rienzo, Federico Garzelli, Pietro Ducange, Carlo Vallati
2022 B conf
An Approach to Federated Learning of Explainable Fuzzy Regression Models.
FUZZ-IEEE
José Luis Corcuera Bárcena, Pietro Ducange, Alessio Ercolani, Francesco Marcelloni, Alessandro Renda
2022 — conf
An Explainable and Evolving Car Driver Identification System based on Decision Trees.
EAIS
Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2022 — conf
Conceptual structure of federated learning research field.
ITQM
Antonio Velez-Estevez, Pietro Ducange, Ignacio J. Pérez, Manuel J. Cobo
2022 — conf
Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models.
XAI.it@AI*IA
José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo
2022 J jnl
Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking.
Inf.
Alessandro Renda, Pietro Ducange, Francesco Marcelloni, Dario Sabella, Miltiadis C. Filippou, Giovanni Nardini, Giovanni Stea, Antonio Virdis, Davide Micheli, Damiano Rapone, Leonardo Gomes Baltar
2022 — conf
Fuzzy Hoeffding Decision Trees for Learning Analytics.
OLUD@WCCI
Gabriella Casalino, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2022 — ed.
Higher Education Learning Methodologies and Technologies Online - Third International Workshop, HELMeTO 2021, Pisa, Italy, September 9-10, 2021, Revised Selected Papers
HELMeTO
Gabriella Casalino, Marta Cimitile, Pietro Ducange, Natalia Padilla Zea, Riccardo Pecori, Pietro Picerno, Paolo Raviolo
2022 — conf
Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks.
OLUD@WCCI
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
2022 B conf
Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis.
FUZZ-IEEE
Alessio Bechini, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2022 — conf
Incremental and Interpretable Learning Analytics Through Fuzzy Hoeffding Decision Trees.
HELMeTO
Gabriella Casalino, Pietro Ducange, Michela Fazzolari, Riccardo Pecori
2022 — conf
Online Monitoring of Stance from Tweets: The case of Green Pass in Italy.
EAIS
Alessandro Bondielli, Giuseppe Cancello Tortora, Pietro Ducange, Armando Macri, Francesco Marcelloni, Alessandro Renda
2022 — conf
Pervasive Artificial Intelligence in Next Generation Wireless: The Hexa-X Project Perspective.
AI6G@WCCI
Miltiadis C. Filippou, Vasiliki Lamprousi, Jafar Mohammadi, Mattia Merluzzi, Elif Ustundag Soykan, Tamás Borsos, Nandana Rajatheva, Nuwanthika Rajapaksha, Luc Le Magoarou, Pietro Piscione, András Benczúr, Quentin Lampin, Guillaume Larue, Dani Korpi, Pietro Ducange, Alessandro Renda, Hamed Farhadi, Johan Haraldson, Leonardo Gomes Baltar, Emilio Calvanese Strinati, Panagiotis Demestichas, Emrah Tomur
2022 — ed.
Short Paper Proceedings of the First International Workshop on Artificial Intelligence in Beyond 5G and 6G Wireless Networks (AI6G 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI2022), Padova, Italy, July 21, 2022.
AI6G@WCCI
Alessandro Renda, Pietro Ducange, Tamás Borsos, Hannu Flinck
2022 — conf
Towards Trustworthy AI for QoE prediction in B5G/6G Networks.
AI6G@WCCI
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Giovanni Stea, Antonio Virdis
2021 B conf
A Smart System for Personal Protective Equipment Detection in Industrial Environments Based on Deep Learning.
SMARTCOMP
Gionatan Gallo, Francesco di Rienzo, Pietro Ducange, Vincenzo Ferrari, Alessandro Tognetti, Carlo Vallati
2021 — conf
A federated fuzzy c-means clustering algorithm.
WILF
José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange
2021 J jnl
Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application.
IEEE Access
Alessio Bechini, Alessandro Bondielli, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2021 B conf
An Explainable Approach for Car Driver Identification.
FUZZ-IEEE
Gionatan Gallo, Mario Luca Bernardi, Marta Cimitile, Pietro Ducange
2021 — ed.
Bridges and Mediation in Higher Distance Education - Second International Workshop, HELMeTO 2020, Bari, BA, Italy, September 17-18, 2020, Revised Selected Papers
HELMeTO
Laura Sara Agrati, Daniel Burgos, Pietro Ducange, Pierpaolo Limone, Loredana Perla, Pietro Picerno, Paolo Raviolo, Christian M. Stracke
2021 J jnl
Fuzzy Hoeffding Decision Tree for Data Stream Classification.
Int. J. Comput. Intell. Syst.
Pietro Ducange, Francesco Marcelloni, Riccardo Pecori
2021 B conf
Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome.
SMARTCOMP
Alessio Bechini, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2021 J jnl
Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy.
IEEE Intell. Syst.
Alessio Bechini, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2021 B conf
XAI Models for Quality of Experience Prediction in Wireless Networks.
FUZZ-IEEE
Alessandro Renda, Pietro Ducange, Gionatan Gallo, Francesco Marcelloni
2020 J jnl
An overview of recent distributed algorithms for learning fuzzy models in Big Data classification.
J. Big Data
Pietro Ducange, Michela Fazzolari, Francesco Marcelloni
2020 B conf
Building Explanations for Fuzzy Decision Trees with the ExpliClas Software.
FUZZ-IEEE
José Maria Alonso, Pietro Ducange, Riccardo Pecori, Raúl Vilas
2020 — conf
Exploiting Categorization of Online News for Profiling City Areas.
EAIS
Alessandro Bondielli, Pietro Ducange, Francesco Marcelloni
2020 B conf
FDBSCAN-APT: A Fuzzy Density-based Clustering Algorithm with Automatic Parameter Tuning.
FUZZ-IEEE
Alessio Bechini, Martina Criscione, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2020 — conf
Leveraging Cloud Infrastructures for Teaching Advanced Computer Engineering Classes - Experiences at the University of Pisa.
HELMeTO
Antonio Cisternino, Pietro Ducange, Nicola Tonellotto, Carlo Vallati
2020 — conf
SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models.
IPMU (3)
Gionatan Gallo, Vincenzo Ferrari, Francesco Marcelloni, Pietro Ducange
2020 — conf
Towards Automatic Classification of Sheet Music.
SEBD
Giuseppe De Pasquale, Blerina Spahiu, Pietro Ducange, Andrea Maurino
2019 J jnl
An effective Decision Support System for social media listening based on cross-source sentiment analysis models.
Eng. Appl. Artif. Intell.
Pietro Ducange, Michela Fazzolari, Marinella Petrocchi, Massimo Vecchio
2019 — conf
Exploiting Online Newspaper Articles Metadata for Profiling City Areas.
IDEAL (2)
Livio Cascone, Pietro Ducange, Francesco Marcelloni
2019 — ed.
Higher Education Learning Methodologies and Technologies Online - First International Workshop, HELMeTO 2019, Novedrate, CO, Italy, June 6-7, 2019, Revised Selected Papers
HELMeTO
Daniel Burgos, Marta Cimitile, Pietro Ducange, Riccardo Pecori, Pietro Picerno, Paolo Raviolo, Christian M. Stracke
2019 — conf
Incremental Learning of Fuzzy Decision Trees for Streaming Data Classification.
EUSFLAT Conf.
Riccardo Pecori, Pietro Ducange, Francesco Marcelloni
2019 J jnl
Monitoring the public opinion about the vaccination topic from tweets analysis.
Expert Syst. Appl.
Eleonora D'Andrea, Pietro Ducange, Alessio Bechini, Alessandro Renda, Francesco Marcelloni
2019 J jnl
Optimizing Partition Granularity, Membership Function Parameters, and Rule Bases of Fuzzy Classifiers for Big Data by a Multi-objective Evolutionary Approach.
Cogn. Comput.
Marco Barsacchi, Alessio Bechini, Pietro Ducange, Francesco Marcelloni
2019 — conf
Smartphones and Exergame Controllers as BYOD Solutions for the e-tivities of an Online Sport and Exercise Sciences University Program.
HELMeTO
Pietro Picerno, Riccardo Pecori, Paolo Raviolo, Pietro Ducange
2018 J jnl
A Distributed Fuzzy Associative Classifier for Big Data.
IEEE Trans. Cybern.
Armando Segatori, Alessio Bechini, Pietro Ducange, Francesco Marcelloni
2018 J jnl
A glimpse on big data analytics in the framework of marketing strategies.
Soft Comput.
Pietro Ducange, Riccardo Pecori, Paolo Mezzina
2018 J jnl
An Integrated Topology Control Framework to Accelerate Consensus in Broadcast Wireless Sensor Networks.
IEEE Trans. Wirel. Commun.
Massimo Vecchio, Gennaro Amendola, Pietro Ducange
2018 — conf
Fuzzy Models for Big Data Mining.
WILF
Pietro Ducange
2018 J jnl
Smart Audio Sensors in the Internet of Things Edge for Anomaly Detection.
IEEE Access
Mattia Antonini, Massimo Vecchio, Fabio Antonelli, Pietro Ducange, Charith Perera
2018 B conf
Smart Profiling of City Areas Based on Web Data.
SMARTCOMP
Eleonora D'Andrea, Pietro Ducange, Danilo Loffreno, Francesco Marcelloni, Tommaso Zaccone
2017 J jnl
A distributed approach to multi-objective evolutionary generation of fuzzy rule-based classifiers from big data.
Inf. Sci.
Andrea Ferranti, Francesco Marcelloni, Armando Segatori, Michela Antonelli, Pietro Ducange
2017 B conf
A novel approach for internet traffic classification based on multi-objective evolutionary fuzzy classifiers.
FUZZ-IEEE
Pietro Ducange, Giuseppe Mannara, Francesco Marcelloni, Riccardo Pecori, Massimo Vecchio
2017 B conf
Multi-objective evolutionary granular rule-based classifiers: An experimental comparison.
FUZZ-IEEE
Pietro Ducange, Giuseppe Mannara, Francesco Marcelloni
2016 — conf
Educational Big Data Mining: How to Enhance Virtual Learning Environments.
SOCO-CISIS-ICEUTE
Pietro Ducange, Riccardo Pecori, Luigi Sarti, Massimo Vecchio
2016 J jnl
On the influence of feature selection in fuzzy rule-based regression model generation.
Inf. Sci.
Michela Antonelli, Pietro Ducange, Francesco Marcelloni, Armando Segatori
2015 B conf
A MapReduce-based fuzzy associative classifier for big data.
FUZZ-IEEE
Pietro Ducange, Francesco Marcelloni, Armando Segatori
2015 J jnl
A novel associative classification model based on a fuzzy frequent pattern mining algorithm.
Expert Syst. Appl.
Michela Antonelli, Pietro Ducange, Francesco Marcelloni, Armando Segatori
2015 J jnl
Real-Time Detection of Traffic From Twitter Stream Analysis.
IEEE Trans. Intell. Transp. Syst.
Eleonora D'Andrea, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2014 J jnl
A Novel Approach Based on Finite-State Machines with Fuzzy Transitions for Nonintrusive Home Appliance Monitoring.
IEEE Trans. Ind. Informatics
Pietro Ducange, Francesco Marcelloni, Michela Antonelli
2014 J jnl
A fast and efficient multi-objective evolutionary learning scheme for fuzzy rule-based classifiers.
Inf. Sci.
Michela Antonelli, Pietro Ducange, Francesco Marcelloni
2014 J jnl
An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets.
Neurocomputing
Michela Antonelli, Pietro Ducange, Francesco Marcelloni
2013 J jnl
An efficient multi-objective evolutionary fuzzy system for regression problems.
Int. J. Approx. Reason.
Michela Antonelli, Pietro Ducange, Francesco Marcelloni
2013 — conf
Evolutionary fuzzy classifiers for imbalanced datasets: An experimental comparison.
IFSA/NAFIPS
Michela Antonelli, Pietro Ducange, Francesco Marcelloni, Armando Segatori
2013 — conf
Feature Selection Based on Fuzzy Mutual Information.
WILF
Michela Antonelli, Pietro Ducange, Francesco Marcelloni
2013 — conf
Urban and social sensing for sustainable mobility in smart cities.
SustainIT
Giuseppe Anastasi, Michela Antonelli, Alessio Bechini, Simone Brienza, Eleonora D'Andrea, Domenico De Guglielmo, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni, Armando Segatori
2012 — conf
An algorithm based on finite state machines with fuzzy transitions for non-intrusive load disaggregation.
SustainIT
Pietro Ducange, Francesco Marcelloni, D. Marinari
2012 J jnl
Genetic Training Instance Selection in Multiobjective Evolutionary Fuzzy Systems: A Coevolutionary Approach.
IEEE Trans. Fuzzy Syst.
Michela Antonelli, Pietro Ducange, Francesco Marcelloni
2012 B conf
Multi-objective evolutionary rule and condition selection for designing fuzzy rule-based classifiers.
FUZZ-IEEE
Michela Antonelli, Pietro Ducange, Francesco Marcelloni
2011 B conf
A new approach to handle high dimensional and large datasets in multi-objective evolutionary fuzzy systems.
FUZZ-IEEE
Michela Antonelli, Pietro Ducange, Francesco Marcelloni
2011 C conf
An intelligent system for detecting faults in photovoltaic fields.
ISDA
Pietro Ducange, Michela Fazzolari, Beatrice Lazzerini, Francesco Marcelloni
2011 J jnl
Learning concurrently data and rule bases of Mamdani fuzzy rule-based systems by exploiting a novel interpretability index.
Soft Comput.
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2011 J jnl
Learning knowledge bases of multi-objective evolutionary fuzzy systems by simultaneously optimizing accuracy, complexity and partition integrity.
Soft Comput.
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2011 — conf
Multi-objective Evolutionary Fuzzy Systems.
WILF
Pietro Ducange, Francesco Marcelloni
2011 — conf
Multi-objective evolutionary generation of Mamdani fuzzy rule-based systems based on rule and condition selection.
GEFS
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2010 B conf
Exploiting a coevolutionary approach to concurrently select training instances and learn rule bases of Mamdani fuzzy systems.
FUZZ-IEEE
Michela Antonelli, Pietro Ducange, Francesco Marcelloni
2010 B conf
Exploiting a three-objective evolutionary algorithm for generating Mamdani fuzzy rule-based systems.
FUZZ-IEEE
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2010 J jnl
Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets.
Soft Comput.
Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2009 J jnl
A Multiobjective Evolutionary Approach to Concurrently Learn Rule and Data Bases of Linguistic Fuzzy-Rule-Based Systems.
IEEE Trans. Fuzzy Syst.
Rafael Alcalá, Pietro Ducange, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni
2009 Misc conf
A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems.
HAIS
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2009 C conf
Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems.
ISDA
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2009 — conf
Learning Concurrently Granularity, Membership Function Parameters and Rules of Mamdani Fuzzy Rule-based Systems.
IFSA/EUSFLAT Conf.
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2009 J jnl
Learning concurrently partition granularities and rule bases of Mamdani fuzzy systems in a multi-objective evolutionary framework.
Int. J. Approx. Reason.
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2009 J jnl
Morphogenetic approach to system identification.
Int. J. Intell. Syst.
Francesco Marcelloni, Germano Resconi, Pietro Ducange
2009 — —
Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems.
Pietro Ducange
2009 J jnl
Multi-objective evolutionary learning of granularity, membership function parameters and rules of Mamdani fuzzy systems.
Evol. Intell.
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2008 C conf
A Multi-Objective Genetic Approach to Concurrently Learn Partition Granularity and Rule Bases of Mamdani Fuzzy Systems.
HIS
Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2008 Misc conf
Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework.
HAIS
Pietro Ducange, Rafael Alcalá, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni
2007 J jnl
A Pareto-based multi-objective evolutionary approach to the identification of Mamdani fuzzy systems.
Soft Comput.
Marco Cococcioni, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2007 B conf
A new multi-objective evolutionary algorithm based on convex hull for binary classifier optimization.
IEEE Congress on Evolutionary Computation
Marco Cococcioni, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2007 B conf
Evolutionary Multi-Objective Optimization of Fuzzy Rule-Based Classifiers in the ROC Space.
FUZZ-IEEE
Marco Cococcioni, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni