Francesco Marcelloni

241 papers B 43C 16Misc 5Journal 108Unranked 62
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Experimental Comparison of the Most Popular Approaches to Fake News Detection.
CoRR
Pietro Dell'Oglio, Alessandro Bondielli, Francesco Marcelloni, Lucia C. Passaro
2026 J jnl
An experimental comparison of the most popular approaches to fake news detection.
Inf. Sci.
Pietro Dell'Oglio, Alessandro Bondielli, Francesco Marcelloni, Lucia C. Passaro
2026 — ed.
Computational Intelligence - 17th International Joint Conference, IJCCI 2025, Marbella, Spain, October 22-24, 2025, Proceedings, Part I
IJCCI (1)
Francesco Marcelloni, Kurosh Madani, Niki van Stein, Joaquim Filipe
2026 — ed.
Computational Intelligence - 17th International Joint Conference, IJCCI 2025, Marbella, Spain, October 22-24, 2025, Proceedings, Part II
IJCCI (2)
Francesco Marcelloni, Kurosh Madani, Niki van Stein, Joaquim Filipe
2026 — ed.
Computational Intelligence - 17th International Joint Conference, IJCCI 2025, Marbella, Spain, October 22-24, 2025, Proceedings, Part III
IJCCI (3)
Francesco Marcelloni, Kurosh Madani, Niki van Stein, Joaquim Filipe
2026 J jnl
Enhancing Debunking Effectiveness through LLM-based Personality Adaptation.
CoRR
Pietro Dell'Oglio, Alessandro Bondielli, Francesco Marcelloni, Lucia C. Passaro
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
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 J jnl
Artificial Intelligence in Crime Prediction: A Survey With a Focus on Explainability.
IEEE Access
Filiz Ersöz, Taner Ersöz, Francesco Marcelloni, Fabrizio Ruffini
2025 — conf
Data Augmentation for Neuroaesthetics Analysis.
IJCCI (3)
Maurizio Palmieri, Marco Avvenuti, Francesco Marcelloni, Alessio Vecchio
2025 — conf
Enhancing Debunking Effectiveness Through LLM-Based Personality Adaptation.
IJCCI (1)
Pietro Dell'Oglio, Alessandro Bondielli, Francesco Marcelloni, Lucia C. Passaro
2025 — conf
Exploiting Fuzzy Regression Trees for M&A Sustainability Prediction.
FUZZ
Pietro Ducange, Francesco Marcelloni, Giustino Claudio Miglionico, Francesco Pistolesi, Emanuele Teti
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
Recognizing Special Art Pieces Through EEG: A Journey in Neuroaesthetics Classification.
IEEE Access
Maurizio Palmieri, Marco Avvenuti, Francesco Marcelloni, Alessio Vecchio
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
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
Finding Beauty in Mobile EEG When Visiting Art Exhibitions.
BODYNETS (A)
Maurizio Palmieri, Marco Avvenuti, Alejandro Luis Callara, Francesco Marcelloni, Alessio Vecchio
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 C ed.
Proceedings of the 16th International Joint Conference on Computational Intelligence, IJCCI 2024, Porto, Portugal, November 20-22, 2024.
IJCCI
Francesco Marcelloni, Kurosh Madani, Niki van Stein, Joaquim Filipe
2024 — ed.
Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods, EXPLAINS 2024, Porto, Portugal, November 20-22, 2024.
EXPLAINS
Francesco Marcelloni, Kurosh Madani, Niki van Stein, Joaquim Filipe
2024 — conf
Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers.
FUZZ
Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
2024 — conf
Unsupervised Learning of Speckle Removal from Real Ultrasound Acquisitions without Clean Data.
MeMeA
Miriam Basile, Fabio Gibiino, Jacopo Cavazza, Paolo Semplici, Martina Cocco, Francesco Marcelloni, Alessio Bechini, Nicola Vanello
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 J jnl
A System to Support Readers in Automatically Acquiring Complete Summarized Information on an Event from Different Sources.
Algorithms
Pietro Dell'Oglio, Alessandro Bondielli, Francesco Marcelloni
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 — 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
MULTI-Fake-DetectiVE at EVALITA 2023: Overview of the MULTImodal Fake News Detection and VErification Task.
EVALITA
Alessandro Bondielli, Pietro Dell'Oglio, Alessandro Lenci, Francesco Marcelloni, Lucia C. Passaro, Marco Sabbatini
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 C ed.
Proceedings of the 15th International Joint Conference on Computational Intelligence, IJCCI 2023, Rome, Italy, November 13-15, 2023.
IJCCI
Niki van Stein, Francesco Marcelloni, H. K. Lam, Marie Cottrell, Joaquim Filipe
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 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
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
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 J jnl
In-context annotation of topic-oriented datasets of fake news: A case study on the notre-dame fire event.
Inf. Sci.
Lucia C. Passaro, Alessandro Bondielli, Pietro Dell'Oglio, Alessandro Lenci, Francesco Marcelloni
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
Leveraging Sequence Mining for Robot Process Automation.
ISDA (4)
Pietro Dell'Oglio, Alessandro Bondielli, Alessio Bechini, Francesco Marcelloni
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 J jnl
TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams.
IEEE Trans. Fuzzy Syst.
Alessio Bechini, Francesco Marcelloni, Alessandro Renda
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 — 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 J jnl
Fuzzy Hoeffding Decision Tree for Data Stream Classification.
Int. J. Comput. Intell. Syst.
Pietro Ducange, Francesco Marcelloni, Riccardo Pecori
2021 Misc conf
Implicitly distributed fuzzy random forests.
SAC
Marco Barsacchi, Alessio Bechini, Francesco Marcelloni
2021 — conf
Managing Students from 23 Different Countries in Distance Learning: The Foundation Course Experience of the University of Pisa.
HELMeTO
Arianna Biancani, Silvia Bruti, Paola Cappellini, Francesco Marcelloni, Arturo Marzano, Marco Polini, Chiara Roda, Adio Terranova
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
On the use of summarization and transformer architectures for profiling résumés.
Expert Syst. Appl.
Alessandro Bondielli, Francesco Marcelloni
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
A System for Multi-Passenger Urban Ridesharing Recommendations with Ordered Multiple Stops.
Comput. J.
Eleonora D'Andrea, Beatrice Lazzerini, Francesco Marcelloni
2020 J jnl
An analysis of boosted ensembles of binary fuzzy decision trees.
Expert Syst. Appl.
Marco Barsacchi, Alessio Bechini, 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 — 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
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
UNIPI-NLE at CheckThat! 2020: Approaching Fact Checking from a Sentence Similarity Perspective Through the Lens of Transformers.
CLEF (Working Notes)
Lucia C. Passaro, Alessandro Bondielli, Alessandro Lenci, Francesco Marcelloni
2019 — conf
A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from Résumés.
IDEAL (1)
Alessandro Bondielli, Francesco Marcelloni
2019 B conf
A Fuzzy Density-based Clustering Algorithm for Streaming Data.
FUZZ-IEEE
Andrea Aliperti, Alessio Bechini, Francesco Marcelloni, Alessandro Renda
2019 J jnl
A survey on fake news and rumour detection techniques.
Inf. Sci.
Alessandro Bondielli, Francesco Marcelloni
2019 J jnl
Comparing ensemble strategies for deep learning: An application to facial expression recognition.
Expert Syst. Appl.
Alessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni
2019 J jnl
Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to?
IEEE Comput. Intell. Mag.
Alberto Fernández, Francisco Herrera, Oscar Cordón, María José del Jesus, Francesco Marcelloni
2019 — conf
Exploiting Online Newspaper Articles Metadata for Profiling City Areas.
IDEAL (2)
Livio Cascone, Pietro Ducange, Francesco Marcelloni
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
Theoretical and Practical Analyses in Metagenomic Sequence Classification.
DEXA Workshops
Hend Amraoui, Mourad Elloumi, Francesco Marcelloni, Faouzi Mhamdi, Davide Verzotto
2018 J jnl
A Distributed Fuzzy Associative Classifier for Big Data.
IEEE Trans. Cybern.
Armando Segatori, Alessio Bechini, Pietro Ducange, Francesco Marcelloni
2018 — conf
Assessing Accuracy of Ensemble Learning for Facial Expression Recognition with CNNs.
LOD
Alessandro Renda, Marco Barsacchi, Alessio Bechini, Francesco Marcelloni
2018 J jnl
Building efficient fuzzy regression trees for large scale and high dimensional problems.
J. Big Data
Javier Cózar, Francesco Marcelloni, José A. Gámez, Luis de la Ossa
2018 — conf
Journal Track Chairs' Welcome & Organization.
WWW (Companion Volume)
Claudia d'Amato, Francesco Marcelloni, Rudi Studer
2018 J jnl
On Distributed Fuzzy Decision Trees for Big Data.
IEEE Trans. Fuzzy Syst.
Armando Segatori, Francesco Marcelloni, Witold Pedrycz
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 J jnl
Detection of traffic congestion and incidents from GPS trace analysis.
Expert Syst. Appl.
Eleonora D'Andrea, Francesco Marcelloni
2017 B conf
Multi-class boosting with fuzzy decision trees.
FUZZ-IEEE
Marco Barsacchi, Alessio Bechini, Francesco Marcelloni
2017 B conf
Multi-objective evolutionary granular rule-based classifiers: An experimental comparison.
FUZZ-IEEE
Pietro Ducange, Giuseppe Mannara, Francesco Marcelloni
2017 J jnl
Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification.
IEEE Trans. Fuzzy Syst.
Michela Antonelli, Dario Bernardo, Hani Hagras, Francesco Marcelloni
2016 J jnl
A MapReduce solution for associative classification of big data.
Inf. Sci.
Alessio Bechini, Francesco Marcelloni, Armando Segatori
2016 B conf
A Multi-objective evolutionary fuzzy system for big data.
FUZZ-IEEE
Andrea Ferranti, Francesco Marcelloni, Armando Segatori
2016 B conf
Incident Detection by Spatiotemporal Analysis of GPS Data.
SMARTCOMP
Eleonora D'Andrea, Francesco Marcelloni
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
2016 B conf
Path Clustering Based on a Novel Dissimilarity Function for Ride-Sharing Recommenders.
SMARTCOMP
Eleonora D'Andrea, David Di Lorenzo, Beatrice Lazzerini, Francesco Marcelloni, Fabio Schoen
2016 Misc conf
Solving the environmental economic dispatch problem with prohibited operating zones in microgrids using NSGA-II and TOPSIS.
SAC
Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni, Francesco Pistolesi
2016 B conf
Spreading fuzzy random forests with MapReduce.
SMC
Alessio Bechini, Adriano Donato De Matteis, 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 B conf
A new approach to fuzzy random forest generation.
FUZZ-IEEE
Adriano Donato De Matteis, 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 — conf
Improving Wi-Fi Based Localization Using External Constraints.
NGMAST
Gloria Ciavarrini, Francesco Marcelloni, Alessio Vecchio
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
A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning.
Neurocomputing
Giovanna Castellano, Mario G. C. A. Cimino, Anna Maria Fanelli, Beatrice Lazzerini, Francesco Marcelloni, Maria Alessandra Torsello
2014 J jnl
Adaptive Lossless Entropy Compressors for Tiny IoT Devices.
IEEE Trans. Wirel. Commun.
Massimo Vecchio, Raffaele Giaffreda, Francesco Marcelloni
2014 J jnl
An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets.
Neurocomputing
Michela Antonelli, Pietro Ducange, Francesco Marcelloni
2014 J jnl
Genetic interval neural networks for granular data regression.
Inf. Sci.
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Witold Pedrycz
2014 — ch.
Low-Effort Support to Efficient Urban Parking in a Smart City Perspective.
Advances onto the Internet of Things
Alessio Bechini, Francesco Marcelloni, Armando Segatori
2014 J jnl
Special issue on sensing and mobility in pervasive computing.
J. Ambient Intell. Humaniz. Comput.
Francesco Marcelloni, Daniele Puccinelli, Alessio Vecchio
2014 J jnl
‘U-Sense', A Cooperative Sensing System for Monitoring Air Quality in Urban Areas.
ERCIM News
Giuseppe Anastasi, Paolo Bruschi, Francesco Marcelloni
2013 J jnl
A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders.
J. Ambient Intell. Humaniz. Comput.
Giovanna Castellano, Mario G. C. A. Cimino, Anna Maria Fanelli, Beatrice Lazzerini, Francesco Marcelloni, Maria Alessandra Torsello
2013 — conf
A mobile application leveraging QR-codes to support efficient urban parking.
SustainIT
Alessio Bechini, Francesco Marcelloni, Armando Segatori
2013 J jnl
A study on the application of instance selection techniques in genetic fuzzy rule-based classification systems: Accuracy-complexity trade-off.
Knowl. Based Syst.
Michela Fazzolari, Bruno Giglio, Rafael Alcalá, Francesco Marcelloni, Francisco Herrera
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 — ch.
Exploiting Multi-Objective Evolutionary Algorithms for Designing Energy-Efficient Solutions to Data Compression and Node Localization in Wireless Sensor Networks.
Evolutionary Based Solutions for Green Computing
Francesco Marcelloni, Massimo Vecchio
2013 — conf
Feature Selection Based on Fuzzy Mutual Information.
WILF
Michela Antonelli, Pietro Ducange, Francesco Marcelloni
2013 B conf
Reconfiguration of environmental data compression parameters through cognitive IoT technologies.
WiMob
Massimo Vecchio, Swaytha Sasidharan, Francesco Marcelloni, Raffaele Giaffreda
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 B conf
A case study on the application of instance selection techniques for Genetic Fuzzy Rule-Based Classifiers.
FUZZ-IEEE
Bruno Giglio, Francesco Marcelloni, Michela Fazzolari, Rafael Alcalá, Francisco Herrera
2012 J jnl
A two-objective evolutionary approach based on topological constraints for node localization in wireless sensor networks.
Appl. Soft Comput.
Massimo Vecchio, Roberto López-Valcarce, Francesco Marcelloni
2012 J jnl
An adaptive rule-based approach for managing situation-awareness.
Expert Syst. Appl.
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Alessandro Ciaramella
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
An efficient model-based methodology for developing device-independent mobile applications.
J. Syst. Archit.
Mario G. C. A. Cimino, Francesco Marcelloni
2012 — ch.
Enabling Traceability in the Wine Supply Chain.
ArtDeco
Mario G. C. A. Cimino, Francesco Marcelloni
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 C ed.
11th International Conference on Intelligent Systems Design and Applications, ISDA 2011, Córdoba, Spain, November 22-24, 2011
ISDA
Sebastián Ventura, Ajith Abraham, Krzysztof J. Cios, Cristóbal Romero, Francesco Marcelloni, José Manuel Benítez, Eva Lucrecia Gibaja Galindo
2011 C conf
A WSN-based testbed for energy efficiency in buildings.
ISCC
Francesco Corucci, Giuseppe Anastasi, Francesco Marcelloni
2011 C conf
A collaborative situation-aware scheme for mobile service recommendation.
ISDA
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Giovanna Castellano, Anna Maria Fanelli, Maria Alessandra Torsello
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
A study on the application of different two-objective evolutionary algorithms to the node localization problem in wireless sensor networks.
ISDA
Massimo Vecchio, Roberto López-Valcarce, Francesco Marcelloni
2011 B conf
An Effective Metaheuristic Approach to Node Localization in Wireless Sensor Networks.
MASS
Massimo Vecchio, Roberto López-Valcarce, Francesco Marcelloni
2011 C conf
An intelligent system for detecting faults in photovoltaic fields.
ISDA
Pietro Ducange, Michela Fazzolari, Beatrice Lazzerini, Francesco Marcelloni
2011 C conf
An intelligent system for electrical energy management in buildings.
ISDA
Giuseppe Anastasi, Francesco Corucci, Francesco Marcelloni
2011 J jnl
Autonomic tracing of production processes with mobile and agent-based computing.
Inf. Sci.
Mario G. C. A. Cimino, Francesco Marcelloni
2011 J jnl
Computer-aided detection of lung nodules based on decision fusion techniques.
Pattern Anal. Appl.
Michela Antonelli, Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni
2011 — conf
Granular Data Regression with Neural Networks.
WILF
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Witold Pedrycz
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
2011 J jnl
On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems.
Appl. Soft Comput.
Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni
2011 — conf
Solving the node localization problem in WSNs by a two-objective evolutionary algorithm and local descent.
NaBIC
Massimo Vecchio, Roberto López-Valcarce, Francesco Marcelloni
2010 J jnl
A Situation-Aware Resource Recommender Based on Fuzzy and Semantic Web Rules.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
2010 J jnl
A multi-objective evolutionary approach to image quality/compression trade-off in JPEG baseline algorithm.
Appl. Soft Comput.
Beatrice Lazzerini, Francesco Marcelloni, Massimo Vecchio
2010 J jnl
A two-objective evolutionary approach to design lossy compression algorithms for tiny nodes of wireless sensor networks.
Evol. Intell.
Francesco Marcelloni, Massimo Vecchio
2010 — conf
Combining Fuzzy Logic and Semantic Web to Enable Situation-Awareness in Service Recommendation.
DEXA (1)
Alessandro Ciaramella, Mario G. C. A. Cimino, Francesco Marcelloni, Umberto Straccia
2010 J jnl
Enabling energy-efficient and lossy-aware data compression in wireless sensor networks by multi-objective evolutionary optimization.
Inf. Sci.
Francesco Marcelloni, Massimo Vecchio
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
Guest Editors' Introduction.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Francisco Herrera, Francesco Marcelloni, Vincenzo Loia
2010 J jnl
Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets.
Soft Comput.
Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni
2010 J jnl
Special Issue on Advances in Intelligent Systems.
Int. J. Hybrid Intell. Syst.
José Manuel Benítez, Vincenzo Loia, Francesco Marcelloni
2010 C conf
Using context history to personalize a resource recommender via a genetic algorithm.
ISDA
Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
2009 C conf
A Multi-objective Evolutionary Approach to Data Compression in Wireless Sensor Networks.
ISDA
Francesco Marcelloni, Massimo Vecchio
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 J jnl
An Efficient Lossless Compression Algorithm for Tiny Nodes of Monitoring Wireless Sensor Networks.
Comput. J.
Francesco Marcelloni, Massimo Vecchio
2009 J jnl
Context adaptation of fuzzy systems through a multi-objective evolutionary approach based on a novel interpretability index.
Soft Comput.
Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni, Dan C. Stefanescu
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 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
2009 C conf
Situation-Aware Mobile Service Recommendation with Fuzzy Logic and Semantic Web.
ISDA
Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
2009 — conf
Using BPMN and Tracing for Rapid Business Process Prototyping Environments.
ICEIS (3)
Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
2009 J jnl
Using multilayer perceptrons as receptive fields in the design of neural networks.
Neurocomputing
Mario G. C. A. Cimino, Witold Pedrycz, Beatrice Lazzerini, Francesco Marcelloni
2008 B conf
A Multi-Classifier System for Pulmonary Nodule Classification.
CBMS
Michela Antonelli, Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni, Dan C. Stefanescu
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 J jnl
A Simple Algorithm for Data Compression in Wireless Sensor Networks.
IEEE Commun. Lett.
Francesco Marcelloni, Massimo Vecchio
2008 B conf
Complexity reduction of Mamdani Fuzzy Systems through multi-valued logic minimization.
SMC
Marco Cococcioni, Luca Foschini, Beatrice Lazzerini, Francesco Marcelloni
2008 J jnl
Context adaptation of mamdani fuzzy rule based systems.
Int. J. Intell. Syst.
Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni
2008 C conf
Fast Multiobjective Genetic Rule Learning Using an Efficient Method for Takagi-Sugeno Fuzzy Systems Identification.
HIS
Marco Cococcioni, 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
2008 J jnl
Patterns and technologies for enabling supply chain traceability through collaborative e-business.
Inf. Softw. Technol.
Alessio Bechini, Mario G. C. A. Cimino, Francesco Marcelloni, Andrea Tomasi
2008 J jnl
Reducing Power Consumption in Wireless Sensor Networks Using a Novel Approach to Data Aggregation.
Comput. J.
Silvio Croce, Francesco Marcelloni, Massimo Vecchio
2008 J jnl
Solving the ocean color inverse problem by using evolutionary multi-objective optimization of neuro-fuzzy systems.
Int. J. Knowl. Based Intell. Eng. Syst.
Marco Cococcioni, Giovanni Corsini, Beatrice Lazzerini, Francesco Marcelloni
2007 J jnl
A Hierarchical Fuzzy Clustering-based System to Create User Profiles.
Soft Comput.
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 J jnl
Estimating the concentration of optically active constituents of sea water by Takagi-Sugeno models with quadratic rule consequents.
Pattern Recognit.
Marco Cococcioni, 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
2007 B conf
Exploiting Fuzzy Ordering Relations to Preserve Interpretability in Context Adaptation of Fuzzy Systems.
FUZZ-IEEE
Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni, Dan C. Stefanescu
2007 — conf
Modelling a Team of Radiologists for Lung Nodule Detection in CT Scans.
KES (1)
Michela Antonelli, Marco Cococcioni, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni
2006 J jnl
A fuzzy system for profiling web portal users from web access log.
J. Intell. Fuzzy Syst.
Paolo Corsini, Francesco Marcelloni
2006 J jnl
A novel approach to fuzzy clustering based on a dissimilarity relation extracted from data using a TS system.
Pattern Recognit.
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
2006 J jnl
Combining supervised and unsupervised learning for data clustering.
Neural Comput. Appl.
Paolo Corsini, Beatrice Lazzerini, Francesco Marcelloni
2006 B conf
Context Adaptation of Mamdani Fuzzy Systems through New Operators Tuned by a Genetic Algorithm.
FUZZ-IEEE
Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni
2005 — conf
A General Framework for Food Traceability.
SAINT Workshops
Alessio Bechini, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Andrea Tomasi
2005 J jnl
A new fuzzy relational clustering algorithm based on the fuzzy C-means algorithm.
Soft Comput.
Paolo Corsini, Beatrice Lazzerini, Francesco Marcelloni
2005 — conf
Automated Detection of Pulmonary Nodules in CT Scans.
CIMCA/IAWTIC
Michela Antonelli, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni
2005 — conf
Cerere: an information system supporting traceability in the food supply chain.
CEC Workshops
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni, Andrea Tomasi
2005 — conf
Identification of Takagi-Sugeno Fuzzy Systems Based on Multi-objective Genetic Algorithms.
WILF
Marco Cococcioni, Pierluigi Guasqui, Beatrice Lazzerini, Francesco Marcelloni
2005 — conf
Integrating service-oriented technologies to support business processes.
CEC Workshops
Alessio Botta, Beatrice Lazzerini, Francesco Marcelloni
2005 Misc conf
Segmentation and reconstruction of the lung volume in CT images.
SAC
Michela Antonelli, Beatrice Lazzerini, Francesco Marcelloni
2004 J jnl
A fuzzy relational clustering algorithm based on a dissimilarity measure extracted from data.
IEEE Trans. Syst. Man Cybern. Part B
Paolo Corsini, Beatrice Lazzerini, Francesco Marcelloni
2004 J jnl
Approaching the ocean color problem using fuzzy rules.
IEEE Trans. Syst. Man Cybern. Part B
Marco Cococcioni, Giovanni Corsini, Beatrice Lazzerini, Francesco Marcelloni
2004 J jnl
Fuzzy logic-based object-oriented methods to reduce quantization error and contextual bias problems in software development.
Fuzzy Sets Syst.
Francesco Marcelloni, Mehmet Aksit
2004 — conf
Lung Nodule Detection in CT Scans.
International Conference on Computational Intelligence
Michela Antonelli, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni
2004 B conf
Neural network-based calibration of positron emission tomograph detector modules.
ESANN
Beatrice Lazzerini, Francesco Marcelloni, Giovanni Marola, Simone Galigani
2004 — conf
On the Noise Distance in Robust Fuzzy C-Means.
International Conference on Computational Intelligence
Mario G. C. A. Cimino, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni
2003 — conf
A system based on a modified version of the FCM algorithm for profiling web users from access log.
EUSFLAT Conf.
Paolo Corsini, Laura De Dosso, Beatrice Lazzerini, Francesco Marcelloni
2003 B conf
A system based on hierarchical fuzzy clustering for web users profiling.
SMC
Beatrice Lazzerini, Francesco Marcelloni, Marco Cococcioni
2003 B conf
An Artificial Olfactory System for Quality and Geographical Discrimination of Olive Oils.
KES
Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni
2003 J jnl
Feature selection based on a modified fuzzy C-means algorithm with supervision.
Inf. Sci.
Francesco Marcelloni
2003 B conf
Relational clustering based on a dissimilarity relation extracted from data by a TS model.
SMC
Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni
2002 C conf
A fuzzy model for the retrieval of the sea water optically active constituents concentration from MERIS data.
IGARSS
Giovanni Corsini, Marco Diani, Raffaele Grasso, Beatrice Lazzerini, Francesco Marcelloni, Marco Cococcioni
2002 — conf
Odour Classification based on Computational Intelligence Techniques.
Advances in Computational Intelligence and Learning
Georgios Tselentis, Francesco Marcelloni, Trevor P. Martin, Luca Sensi
2001 J jnl
A fuzzy approach to 2D-shape recognition.
IEEE Trans. Fuzzy Syst.
Beatrice Lazzerini, Francesco Marcelloni
2001 J jnl
Deferring elimination of design alternatives in object-oriented methods.
Concurr. Comput. Pract. Exp.
Mehmet Aksit, Francesco Marcelloni
2001 J jnl
FROS: a fuzzy logic-based recogniser of olfactory signals.
Pattern Recognit.
Beatrice Lazzerini, Adriana Maggiore, Francesco Marcelloni
2001 J jnl
Leaving inconsistency using fuzzy logic.
Inf. Softw. Technol.
Francesco Marcelloni, Mehmet Aksit
2001 J jnl
Recognition of olfactory signals based on supervised fuzzy C-means and k-NN algorithms.
Pattern Recognit. Lett.
Francesco Marcelloni
2000 J jnl
A Fuzzy Hierarchical Classification System for Olfactory Signals.
Pattern Anal. Appl.
D. Dumitrescu, Beatrice Lazzerini, Francesco Marcelloni
2000 J jnl
A genetic algorithm for generating optimal assembly plans.
Artif. Intell. Eng.
Beatrice Lazzerini, Francesco Marcelloni
2000 J jnl
A linguistic fuzzy recogniser of off-line handwritten characters.
Pattern Recognit. Lett.
Beatrice Lazzerini, Francesco Marcelloni
2000 J jnl
Developing object-oriented framworks using domain models.
ACM Comput. Surv.
Mehmet Aksit, Francesco Marcelloni, Bedir Tekinerdogan
2000 B conf
Neuro-fuzzy off-line recognition of handwritten sentences.
KES
Beatrice Lazzerini, Francesco Marcelloni, Leonardo Maria Reyneri
2000 J jnl
Reducing computation overhead in MISO fuzzy systems.
Fuzzy Sets Syst.
Beatrice Lazzerini, Francesco Marcelloni
2000 J jnl
Some considerations on input and output partitions to produce meaningful conclusions in fuzzy inference.
Fuzzy Sets Syst.
Beatrice Lazzerini, Francesco Marcelloni
1999 B conf
A new linguistic fuzzy approach to recognition of olfactory signals.
IJCNN
Beatrice Lazzerini, Adriana Maggiore, Francesco Marcelloni
1999 B conf
Olfactory signal classification based on evolutionary computation.
IJCNN
Dumitru Dumitrescu, Beatrice Lazzerini, Francesco Marcelloni
1999 B conf
SNIFFER: an electronic nose.
KES
Fabio Di Francesco, Beatrice Lazzerini, Francesco Marcelloni, Giovanni Pioggia
1998 — conf
A fuzzy classification based system for handwritten character recognition.
KES (3)
Graziano Frosini, Beatrice Lazzerini, Adriana Maggiore, Francesco Marcelloni
1998 J jnl
Performing automatic exams.
Comput. Educ.
Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni
1997 — conf
Active Software Artifacts.
ECOOP Workshops
Mehmet Aksit, Francesco Marcelloni, Bedir Tekinerdogan, Klaas van den Berg, Pim van den Broek
1997 — conf
Applying Fuzzy Logic Techniques in Object-Oriented Software Development.
ECOOP Workshops
Francesco Marcelloni, Mehmet Aksit
1997 J jnl
Beatrix: A self-learning system for off-line recognition of handwritten texts.
Pattern Recognit. Lett.
Beatrice Lazzerini, Francesco Marcelloni, Leonardo Maria Reyneri
1996 B conf
Reasonable Conclusions in Fuzzy Reasoning.
ICTAI
Beatrice Lazzerini, Francesco Marcelloni