Artificial Intelligence in Crime Prediction: A Survey With a Focus on Explainability - Filiz Ersöz; Taner Ersöz; Francesco Marcelloni; Fabrizio Ruffini (IEEE Access, 2025)

Recognizing Special Art Pieces Through EEG: A Journey in Neuroaesthetics Classification - Maurizio Palmieri; Marco Avvenuti; Francesco Marcelloni; Alessio Vecchio (IEEE Access, 2025)

Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees - José Luis Corcuera Bárcena; Pietro Ducange; Francesco Marcelloni; Alessandro Renda (Inf. Fusion, 2025)

Human-Centered AI and Autonomy in Robotics: Insights from a Bibliometric Study - Simona Casini; Pietro Ducange; Francesco Marcelloni; Lorenzo Pollini (CoRR, 2025)

On Predicting Spare Parts for Field Services by Leveraging Fault Description and Historical Repairing Data - Alessio Schiavo; Francesco Marcelloni; Pietro Ducange; Alessandro Renda; Fabrizio Ruffini; Renzo Dani (IEEE Access, 2024)

Federated Learning of XAI Models in Healthcare: A Case Study on Parkinson's Disease - Pietro Ducange; Francesco Marcelloni; Alessandro Renda; Fabrizio Ruffini (Cogn. Comput., 2024)

Federated c-Means and Fuzzy c-Means Clustering Algorithms for Horizontally and Vertically Partitioned Data - José Luis Corcuera Bárcena; Francesco Marcelloni; Alessandro Renda; Alessio Bechini; Pietro Ducange (IEEE Trans. Artif. Intell., 2024)

Continuous Monitoring of Body Shaming Actions in Social Networks - Pietro Ducange; Michela Fazzolari; Francesco Marcelloni; Martina Marino; Roberta Matrella (IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2024, Madrid, Spain, May 23-24, 2024, 2024)

XAIMed: A Diagnostic Support Tool for Explaining AI Decisions on Medical Images - Mattia Daole; Pietro Ducange; Francesco Marcelloni; Giustino Claudio Miglionico; Alessandro Renda; Alessio Schiavo (Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods, EXPLAINS 2024, Porto, Portugal, November 20-22, 2024, 2024)

Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers: A Comparative Analysis for Brain Tumor Classification in MRI Images - Giustino Claudio Miglionico; Pietro Ducange; Francesco Marcelloni; Witold Pedrycz (Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods, EXPLAINS 2024, Porto, Portugal, November 20-22, 2024, 2024)

Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers - Mattia Daole; Pietro Ducange; Francesco Marcelloni; Alessandro Renda (IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024, Yokohama, Japan, June 30 - July 5, 2024, 2024)

Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering - Pietro Ducange; Francesco Marcelloni; Alessandro Renda; Fabrizio Ruffini (IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024, Yokohama, Japan, June 30 - July 5, 2024, 2024)

Explainable Intrusion Detection System in IoT Scenarios: A Cross-Device Model Training and Evaluation for Traffic Classification - Pietro Ducange; Michela Fazzolari; Francesco Marcelloni (57th Hawaii International Conference on System Sciences, HICSS 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024, 2024)

Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection - Giustino Claudio Miglionico; Pietro Ducange; Francesco Marcelloni; Carlo Vallati; Francesco di Rienzo (International Joint Conference on Neural Networks, IJCNN 2024, Yokohama, Japan, June 30 - July 5, 2024, 2024)

Unsupervised Learning of Speckle Removal from Real Ultrasound Acquisitions without Clean Data - Miriam Basile; Fabio Gibiino; Jacopo Cavazza; Paolo Semplici; Martina Cocco; Francesco Marcelloni; Alessio Bechini; Nicola Vanello (IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024, Eindhoven, The Netherlands, June 26-28, 2024, 2024)

Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods, EXPLAINS 2024, Porto, Portugal, November 20-22, 2024 - Francesco Marcelloni; Kurosh Madani; Niki van Stein; Joaquim Filipe (SCITEPRESS, 2024)

Proceedings of the 16th International Joint Conference on Computational Intelligence, IJCCI 2024, Porto, Portugal, November 20-22, 2024 - Francesco Marcelloni; Kurosh Madani; Niki van Stein; Joaquim Filipe (SCITEPRESS, 2024)

The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G - 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; et al. (IEEE Access, 2023)

Data Platform Guidelines and Prototype for Microgrids and Energy Access: Matching Demand Profiles and Socio-Economic Data to Foster Project Development - Davide Fioriti; Nicoló Stevanato; Pietro Ducange; Francesco Marcelloni; Emanuela Colombo; Davide Poli (IEEE Access, 2023)

A System to Support Readers in Automatically Acquiring Complete Summarized Information on an Event from Different Sources - Pietro Dell'Oglio; Alessandro Bondielli; Francesco Marcelloni (Algorithms, 2023)

Enabling federated learning of explainable AI models within beyond-5G/6G networks - José Luis Corcuera Bárcena; Pietro Ducange; Francesco Marcelloni; Giovanni Nardini; Alessandro Noferi; Alessandro Renda; Fabrizio Ruffini; Alessio Schiavo; Giovanni Stea; Antonio Virdis (Comput. Commun., 2023)

OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python - Mattia Daole; Alessio Schiavo; José Luis Corcuera Bárcena; Pietro Ducange; Francesco Marcelloni; Alessandro Renda (SoftwareX, 2023)

MULTI-Fake-DetectiVE at EVALITA 2023: Overview of the MULTImodal Fake News Detection and VErification Task - Alessandro Bondielli; Pietro Dell'Oglio; Alessandro Lenci; Francesco Marcelloni; Lucia C. Passaro; Marco Sabbatini (Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), Parma, Italy, September 7th-8th, 2023, 2023)

Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks - José Luis Corcuera Bárcena; Pietro Ducange; Francesco Marcelloni; Alessandro Renda; Fabrizio Ruffini; Alessio Schiavo (IEEE International Conference on Fuzzy Systems, FUZZ 2023, Incheon, Republic of Korea, August 13-17, 2023, 2023)

An Application for Federated Learning of XAI Models in Edge Computing Environments - Alessio Bechini; Mattia Daole; Pietro Ducange; Francesco Marcelloni; Alessandro Renda (IEEE International Conference on Fuzzy Systems, FUZZ 2023, Incheon, Republic of Korea, August 13-17, 2023, 2023)

An Explainable Intrusion Detection System for IoT Networks - Michela Fazzolari; Pietro Ducange; Francesco Marcelloni (IEEE International Conference on Fuzzy Systems, FUZZ 2023, Incheon, Republic of Korea, August 13-17, 2023, 2023)

Experimental Assessment of Heterogeneous Fuzzy Regression Trees - José Luis Corcuera Bárcena; Pietro Ducange; Riccardo Gallo; Francesco Marcelloni; Alessandro Renda; Fabrizio Ruffini (Proceedings of the 15th International Joint Conference on Computational Intelligence, IJCCI 2023, Rome, Italy, November 13-15, 2023, 2023)

Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project - Pietro Ducange; Francesco Marcelloni; Davide Micheli; Giovanni Nardini; Alessandro Renda; Dario Sabella; Giovanni Stea; Antonio Virdis (Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023), Pisa, Italy, May 29-30, 2023, 2023)

Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks - José Luis Corcuera Bárcena; Mattia Daole; Pietro Ducange; Francesco Marcelloni; Giovanni Nardini; Alessandro Renda; Giovanni Stea (Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Lisbon, Portugal, July 26-28, 2023, 2023)

Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression - José Luis Corcuera Bárcena; Pietro Ducange; Francesco Marcelloni; Alessandro Renda; Fabrizio Ruffini (Explainable Artificial Intelligence - First World Conference, xAI 2023, Lisbon, Portugal, July 26-28, 2023, Proceedings, Part I, 2023)

Proceedings of the 15th International Joint Conference on Computational Intelligence, IJCCI 2023, Rome, Italy, November 13-15, 2023 - Niki van Stein; Francesco Marcelloni; H. K. Lam; Marie Cottrell; Joaquim Filipe (SCITEPRESS, 2023)

Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking - Alessandro Renda; Pietro Ducange; Francesco Marcelloni; Dario Sabella; Miltiadis C. Filippou; Giovanni Nardini; Giovanni Stea; Antonio Virdis; Davide Micheli; Damiano Rapone; Leonardo Gomes Baltar (Inf., 2022)

In-context annotation of topic-oriented datasets of fake news: A case study on the notre-dame fire event - Lucia C. Passaro; Alessandro Bondielli; Pietro Dell'Oglio; Alessandro Lenci; Francesco Marcelloni (Inf. Sci., 2022)

TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams - Alessio Bechini; Francesco Marcelloni; Alessandro Renda (IEEE Trans. Fuzzy Syst., 2022)

A News-Based Framework for Uncovering and Tracking City Area Profiles: Assessment in Covid-19 Setting - Alessio Bechini; Alessandro Bondielli; José Luis Corcuera Bárcena; Pietro Ducange; Francesco Marcelloni; Alessandro Renda (ACM Trans. Knowl. Discov. Data, 2022)

Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models - José Luis Corcuera Bárcena; Mattia Daole; Pietro Ducange; Francesco Marcelloni; Alessandro Renda; Fabrizio Ruffini; Alessio Schiavo (Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28 - December 3, 2022, 2022)

Online Monitoring of Stance from Tweets: The case of Green Pass in Italy - Alessandro Bondielli; Giuseppe Cancello Tortora; Pietro Ducange; Armando Macri; Francesco Marcelloni; Alessandro Renda (IEEE International Conference on Evolving and Adaptive Intelligent System, EAIS 2022, Larnaca, Cyprus, May 25-26, 2022, 2022)

An Approach to Federated Learning of Explainable Fuzzy Regression Models - José Luis Corcuera Bárcena; Pietro Ducange; Alessio Ercolani; Francesco Marcelloni; Alessandro Renda (IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2022, Padua, Italy, July 18-23, 2022, 2022)

Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis - Alessio Bechini; José Luis Corcuera Bárcena; Pietro Ducange; Francesco Marcelloni; Alessandro Renda (IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2022, Padua, Italy, July 18-23, 2022, 2022)

Leveraging Sequence Mining for Robot Process Automation - Pietro Dell'Oglio; Alessandro Bondielli; Alessio Bechini; Francesco Marcelloni (Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022 - Volume 4, 2022)

Towards Trustworthy AI for QoE prediction in B5G/6G Networks - José Luis Corcuera Bárcena; Pietro Ducange; Francesco Marcelloni; Giovanni Nardini; Alessandro Noferi; Alessandro Renda; Giovanni Stea; Antonio Virdis (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, 2022)

Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks - José Luis Corcuera Bárcena; Pietro Ducange; Francesco Marcelloni; Alessandro Renda; Fabrizio Ruffini (Proceedings of the First Workshop on Online Learning from Uncertain Data Streams (OLUD 2022) co-located with IEEE World Congress on Computational Intelligence (WCCI 2022), Padova, Italy, July 18, 2022, 2022)

Addressing Event-Driven Concept Drift in Twitter Stream: A Stance Detection Application - Alessio Bechini; Alessandro Bondielli; Pietro Ducange; Francesco Marcelloni; Alessandro Renda (IEEE Access, 2021)

On the use of summarization and transformer architectures for profiling résumés - Alessandro Bondielli; Francesco Marcelloni (Expert Syst. Appl., 2021)

Stance Analysis of Twitter Users: The Case of the Vaccination Topic in Italy - Alessio Bechini; Pietro Ducange; Francesco Marcelloni; Alessandro Renda (IEEE Intell. Syst., 2021)

Fuzzy Hoeffding Decision Tree for Data Stream Classification - Pietro Ducange; Francesco Marcelloni; Riccardo Pecori (Int. J. Comput. Intell. Syst., 2021)

XAI Models for Quality of Experience Prediction in Wireless Networks - Alessandro Renda; Pietro Ducange; Gionatan Gallo; Francesco Marcelloni (30th IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2021, Luxembourg, July 11-14, 2021, 2021)

Managing Students from 23 Different Countries in Distance Learning: The Foundation Course Experience of the University of Pisa - Arianna Biancani; Silvia Bruti; Paola Cappellini; Francesco Marcelloni; Arturo Marzano; Marco Polini; Chiara Roda; Adio Terranova (Higher Education Learning Methodologies and Technologies Online - Third International Workshop, HELMeTO 2021, Pisa, Italy, September 9-10, 2021, Revised Selected Papers, 2021)

Implicitly distributed fuzzy random forests - Marco Barsacchi; Alessio Bechini; Francesco Marcelloni (SAC '21: The 36th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, Republic of Korea, March 22-26, 2021, 2021)

Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome - Alessio Bechini; Alessandro Bondielli; José Luis Corcuera Bárcena; Pietro Ducange; Francesco Marcelloni; Alessandro Renda (IEEE International Conference on Smart Computing, SMARTCOMP 2021, Irvine, CA, USA, August 23-27, 2021, 2021)

A federated fuzzy c-means clustering algorithm - José Luis Corcuera Bárcena; Francesco Marcelloni; Alessandro Renda; Alessio Bechini; Pietro Ducange (Proceedings of WILF 2021, the 13th International Workshop on Fuzzy Logic and Applications (WILF 2021), Vietri sul Mare, Italy, December 20-22, 2021, 2021)

A System for Multi-Passenger Urban Ridesharing Recommendations with Ordered Multiple Stops - Eleonora D'Andrea; Beatrice Lazzerini; Francesco Marcelloni (Comput. J., 2020)

An analysis of boosted ensembles of binary fuzzy decision trees - Marco Barsacchi; Alessio Bechini; Francesco Marcelloni (Expert Syst. Appl., 2020)

An overview of recent distributed algorithms for learning fuzzy models in Big Data classification - Pietro Ducange; Michela Fazzolari; Francesco Marcelloni (J. Big Data, 2020)

UNIPI-NLE at CheckThat! 2020: Approaching Fact Checking from a Sentence Similarity Perspective Through the Lens of Transformers - Lucia C. Passaro; Alessandro Bondielli; Alessandro Lenci; Francesco Marcelloni (Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020, 2020)

Exploiting Categorization of Online News for Profiling City Areas - Alessandro Bondielli; Pietro Ducange; Francesco Marcelloni (2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2020, Bari, Italy, May 27-29, 2020, 2020)

FDBSCAN-APT: A Fuzzy Density-based Clustering Algorithm with Automatic Parameter Tuning - Alessio Bechini; Martina Criscione; Pietro Ducange; Francesco Marcelloni; Alessandro Renda (29th IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2020, Glasgow, UK, July 19-24, 2020, 2020)

SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models - Gionatan Gallo; Vincenzo Ferrari; Francesco Marcelloni; Pietro Ducange (Information Processing and Management of Uncertainty in Knowledge-Based Systems - 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15-19, 2020, Proceedings, Part III, 2020)

Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to? - Alberto Fernández; Francisco Herrera; Oscar Cordón; María José del Jesus; Francesco Marcelloni (IEEE Comput. Intell. Mag., 2019)

Optimizing Partition Granularity, Membership Function Parameters, and Rule Bases of Fuzzy Classifiers for Big Data by a Multi-objective Evolutionary Approach - Marco Barsacchi; Alessio Bechini; Pietro Ducange; Francesco Marcelloni (Cogn. Comput., 2019)

Monitoring the public opinion about the vaccination topic from tweets analysis - Eleonora D'Andrea; Pietro Ducange; Alessio Bechini; Alessandro Renda; Francesco Marcelloni (Expert Syst. Appl., 2019)

Comparing ensemble strategies for deep learning: An application to facial expression recognition - Alessandro Renda; Marco Barsacchi; Alessio Bechini; Francesco Marcelloni (Expert Syst. Appl., 2019)

A survey on fake news and rumour detection techniques - Alessandro Bondielli; Francesco Marcelloni (Inf. Sci., 2019)

Theoretical and Practical Analyses in Metagenomic Sequence Classification - Hend Amraoui; Mourad Elloumi; Francesco Marcelloni; Faouzi Mhamdi; Davide Verzotto (Database and Expert Systems Applications - DEXA 2019 International Workshops BIOKDD, IWCFS, MLKgraphs and TIR, Linz, Austria, August 26-29, 2019, Proceedings, 2019)

Incremental Learning of Fuzzy Decision Trees for Streaming Data Classification - Riccardo Pecori; Pietro Ducange; Francesco Marcelloni (Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019, Prague, Czech Republic, September 9-13, 2019, 2019)

A Fuzzy Density-based Clustering Algorithm for Streaming Data - Andrea Aliperti; Alessio Bechini; Francesco Marcelloni; Alessandro Renda (2019 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2019, New Orleans, LA, USA, June 23-26, 2019, 2019)

A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from Résumés - Alessandro Bondielli; Francesco Marcelloni (Intelligent Data Engineering and Automated Learning - IDEAL 2019 - 20th International Conference, Manchester, UK, November 14-16, 2019, Proceedings, Part I, 2019)

Exploiting Online Newspaper Articles Metadata for Profiling City Areas - Livio Cascone; Pietro Ducange; Francesco Marcelloni (Intelligent Data Engineering and Automated Learning - IDEAL 2019 - 20th International Conference, Manchester, UK, November 14-16, 2019, Proceedings, Part II, 2019)

Building efficient fuzzy regression trees for large scale and high dimensional problems - Javier Cózar; Francesco Marcelloni; José A. Gámez; Luis de la Ossa (J. Big Data, 2018)

A Distributed Fuzzy Associative Classifier for Big Data - Armando Segatori; Alessio Bechini; Pietro Ducange; Francesco Marcelloni (IEEE Trans. Cybern., 2018)

On Distributed Fuzzy Decision Trees for Big Data - Armando Segatori; Francesco Marcelloni; Witold Pedrycz (IEEE Trans. Fuzzy Syst., 2018)

Assessing Accuracy of Ensemble Learning for Facial Expression Recognition with CNNs - Alessandro Renda; Marco Barsacchi; Alessio Bechini; Francesco Marcelloni (Machine Learning, Optimization, and Data Science - 4th International Conference, LOD 2018, Volterra, Italy, September 13-16, 2018, Revised Selected Papers, 2018)

Smart Profiling of City Areas Based on Web Data - Eleonora D'Andrea; Pietro Ducange; Danilo Loffreno; Francesco Marcelloni; Tommaso Zaccone (2018 IEEE International Conference on Smart Computing, SMARTCOMP 2018, Taormina, Sicily, Italy, June 18-20, 2018, 2018)

Journal Track Chairs' Welcome & Organization - Claudia d'Amato; Francesco Marcelloni; Rudi Studer (Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018, 2018)

Detection of traffic congestion and incidents from GPS trace analysis - Eleonora D'Andrea; Francesco Marcelloni (Expert Syst. Appl., 2017)

A distributed approach to multi-objective evolutionary generation of fuzzy rule-based classifiers from big data - Andrea Ferranti; Francesco Marcelloni; Armando Segatori; Michela Antonelli; Pietro Ducange (Inf. Sci., 2017)

Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification - Michela Antonelli; Dario Bernardo; Hani Hagras; Francesco Marcelloni (IEEE Trans. Fuzzy Syst., 2017)

Multi-class boosting with fuzzy decision trees - Marco Barsacchi; Alessio Bechini; Francesco Marcelloni (2017 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2017, Naples, Italy, July 9-12, 2017, 2017)

Multi-objective evolutionary granular rule-based classifiers: An experimental comparison - Pietro Ducange; Giuseppe Mannara; Francesco Marcelloni (2017 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2017, Naples, Italy, July 9-12, 2017, 2017)

A novel approach for internet traffic classification based on multi-objective evolutionary fuzzy classifiers - Pietro Ducange; Giuseppe Mannara; Francesco Marcelloni; Riccardo Pecori; Massimo Vecchio (2017 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2017, Naples, Italy, July 9-12, 2017, 2017)

On the influence of feature selection in fuzzy rule-based regression model generation - Michela Antonelli; Pietro Ducange; Francesco Marcelloni; Armando Segatori (Inf. Sci., 2016)

A MapReduce solution for associative classification of big data - Alessio Bechini; Francesco Marcelloni; Armando Segatori (Inf. Sci., 2016)

A Multi-objective evolutionary fuzzy system for big data - Andrea Ferranti; Francesco Marcelloni; Armando Segatori (2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016, Vancouver, BC, Canada, July 24-29, 2016, 2016)

Solving the environmental economic dispatch problem with prohibited operating zones in microgrids using NSGA-II and TOPSIS - Marco Cococcioni; Beatrice Lazzerini; Francesco Marcelloni; Francesco Pistolesi (Proceedings of the 31st Annual ACM Symposium on Applied Computing, Pisa, Italy, April 4-8, 2016, 2016)

Path Clustering Based on a Novel Dissimilarity Function for Ride-Sharing Recommenders - Eleonora D'Andrea; David Di Lorenzo; Beatrice Lazzerini; Francesco Marcelloni; Fabio Schoen (2016 IEEE International Conference on Smart Computing, SMARTCOMP 2016, St Louis, MO, USA, May 18-20, 2016, 2016)

Incident Detection by Spatiotemporal Analysis of GPS Data - Eleonora D'Andrea; Francesco Marcelloni (2016 IEEE International Conference on Smart Computing, SMARTCOMP 2016, St Louis, MO, USA, May 18-20, 2016, 2016)

Spreading fuzzy random forests with MapReduce - Alessio Bechini; Adriano Donato De Matteis; Francesco Marcelloni; Armando Segatori (2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016, Budapest, Hungary, October 9-12, 2016, 2016)

A novel associative classification model based on a fuzzy frequent pattern mining algorithm - Michela Antonelli; Pietro Ducange; Francesco Marcelloni; Armando Segatori (Expert Syst. Appl., 2015)

Real-Time Detection of Traffic From Twitter Stream Analysis - Eleonora D'Andrea; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (IEEE Trans. Intell. Transp. Syst., 2015)

A MapReduce-based fuzzy associative classifier for big data - Pietro Ducange; Francesco Marcelloni; Armando Segatori (2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015, 2015)

A new approach to fuzzy random forest generation - Adriano Donato De Matteis; Francesco Marcelloni; Armando Segatori (2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015, 2015)

Improving Wi-Fi Based Localization Using External Constraints - Gloria Ciavarrini; Francesco Marcelloni; Alessio Vecchio (9th International Conference on Next Generation Mobile Applications, Services and Technologies, NGMAST 2015, Cambridge, United Kingdom, September 9-11, 2015, 2015)

A multi-agent system for enabling collaborative situation awareness via position-based stigmergy and neuro-fuzzy learning - Giovanna Castellano; Mario G. C. A. Cimino; Anna Maria Fanelli; Beatrice Lazzerini; Francesco Marcelloni; Maria Alessandra Torsello (Neurocomputing, 2014)

An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets - Michela Antonelli; Pietro Ducange; Francesco Marcelloni (Neurocomputing, 2014)

Genetic interval neural networks for granular data regression - Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni; Witold Pedrycz (Inf. Sci., 2014)

A fast and efficient multi-objective evolutionary learning scheme for fuzzy rule-based classifiers - Michela Antonelli; Pietro Ducange; Francesco Marcelloni (Inf. Sci., 2014)

Special issue on sensing and mobility in pervasive computing - Francesco Marcelloni; Daniele Puccinelli; Alessio Vecchio (J. Ambient Intell. Humaniz. Comput., 2014)

A Novel Approach Based on Finite-State Machines with Fuzzy Transitions for Nonintrusive Home Appliance Monitoring - Pietro Ducange; Francesco Marcelloni; Michela Antonelli (IEEE Trans. Ind. Informatics, 2014)

Adaptive Lossless Entropy Compressors for Tiny IoT Devices - Massimo Vecchio; Raffaele Giaffreda; Francesco Marcelloni (IEEE Trans. Wirel. Commun., 2014)

Low-Effort Support to Efficient Urban Parking in a Smart City Perspective - Alessio Bechini; Francesco Marcelloni; Armando Segatori (Advances onto the Internet of Things - How Ontologies Make the Internet of Things Meaningful, 2014)

`U-Sense', A Cooperative Sensing System for Monitoring Air Quality in Urban Areas - Giuseppe Anastasi; Paolo Bruschi; Francesco Marcelloni (ERCIM News, 2014)

An efficient multi-objective evolutionary fuzzy system for regression problems - Michela Antonelli; Pietro Ducange; Francesco Marcelloni (Int. J. Approx. Reason., 2013)

A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders - Giovanna Castellano; Mario G. C. A. Cimino; Anna Maria Fanelli; Beatrice Lazzerini; Francesco Marcelloni; Maria Alessandra Torsello (J. Ambient Intell. Humaniz. Comput., 2013)

A study on the application of instance selection techniques in genetic fuzzy rule-based classification systems: Accuracy-complexity trade-off - Michela Fazzolari; Bruno Giglio; Rafael Alcalá; Francesco Marcelloni; Francisco Herrera (Knowl. Based Syst., 2013)

Urban and social sensing for sustainable mobility in smart cities - Giuseppe Anastasi; Michela Antonelli; Alessio Bechini; Simone Brienza; Eleonora D'Andrea; Domenico De Guglielmo; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni; Armando Segatori (Sustainable Internet and ICT for Sustainability, SustainIT 2013, Palermo, Italy, 30-31 October, 2013, Sponsored by the IFIP TC6 WG 6.3 "Performance of Communication Systems", 2013)

A mobile application leveraging QR-codes to support efficient urban parking - Alessio Bechini; Francesco Marcelloni; Armando Segatori (Sustainable Internet and ICT for Sustainability, SustainIT 2013, Palermo, Italy, 30-31 October, 2013, Sponsored by the IFIP TC6 WG 6.3 "Performance of Communication Systems", 2013)

Evolutionary fuzzy classifiers for imbalanced datasets: An experimental comparison - Michela Antonelli; Pietro Ducange; Francesco Marcelloni; Armando Segatori (Joint IFSA World Congress and NAFIPS Annual Meeting, IFSA/NAFIPS 2013, Edmonton, Alberta, Canada, June 24-28, 2013, 2013)

Feature Selection Based on Fuzzy Mutual Information - Michela Antonelli; Pietro Ducange; Francesco Marcelloni (Fuzzy Logic and Applications - 10th International Workshop, WILF 2013, Genoa, Italy, November 19-22, 2013. Proceedings, 2013)

Reconfiguration of environmental data compression parameters through cognitive IoT technologies - Massimo Vecchio; Swaytha Sasidharan; Francesco Marcelloni; Raffaele Giaffreda (9th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications, WiMob 2013, Lyon, France, October 7-9, 2013, 2013)

Exploiting Multi-Objective Evolutionary Algorithms for Designing Energy-Efficient Solutions to Data Compression and Node Localization in Wireless Sensor Networks - Francesco Marcelloni; Massimo Vecchio (Evolutionary Based Solutions for Green Computing, 2013)

A two-objective evolutionary approach based on topological constraints for node localization in wireless sensor networks - Massimo Vecchio; Roberto López-Valcarce; Francesco Marcelloni (Appl. Soft Comput., 2012)

An adaptive rule-based approach for managing situation-awareness - Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni; Alessandro Ciaramella (Expert Syst. Appl., 2012)

An efficient model-based methodology for developing device-independent mobile applications - Mario G. C. A. Cimino; Francesco Marcelloni (J. Syst. Archit., 2012)

Genetic Training Instance Selection in Multiobjective Evolutionary Fuzzy Systems: A Coevolutionary Approach - Michela Antonelli; Pietro Ducange; Francesco Marcelloni (IEEE Trans. Fuzzy Syst., 2012)

Multi-objective evolutionary rule and condition selection for designing fuzzy rule-based classifiers - Michela Antonelli; Pietro Ducange; Francesco Marcelloni (FUZZ-IEEE 2012, IEEE International Conference on Fuzzy Systems, Brisbane, Australia, June 10-15, 2012, Proceedings, 2012)

A case study on the application of instance selection techniques for Genetic Fuzzy Rule-Based Classifiers - Bruno Giglio; Francesco Marcelloni; Michela Fazzolari; Rafael Alcalá; Francisco Herrera (FUZZ-IEEE 2012, IEEE International Conference on Fuzzy Systems, Brisbane, Australia, June 10-15, 2012, Proceedings, 2012)

An algorithm based on finite state machines with fuzzy transitions for non-intrusive load disaggregation - Pietro Ducange; Francesco Marcelloni; D. Marinari (Sustainable Internet and ICT for Sustainability, SustainIT 2012, 4-5 October, 2012, Pisa, Italy, Sponsored by the IFIP TC6 WG 6.3 "Performance of Communication Systems", 2012)

Enabling Traceability in the Wine Supply Chain - Mario G. C. A. Cimino; Francesco Marcelloni (Methodologies and Technologies for Networked Enterprises - ArtDeco: Adaptive Infrastructures for Decentralised Organisations, 2012)

On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems - Marco Cococcioni; Beatrice Lazzerini; Francesco Marcelloni (Appl. Soft Comput., 2011)

Autonomic tracing of production processes with mobile and agent-based computing - Mario G. C. A. Cimino; Francesco Marcelloni (Inf. Sci., 2011)

Computer-aided detection of lung nodules based on decision fusion techniques - Michela Antonelli; Marco Cococcioni; Beatrice Lazzerini; Francesco Marcelloni (Pattern Anal. Appl., 2011)

Learning concurrently data and rule bases of Mamdani fuzzy rule-based systems by exploiting a novel interpretability index - Michela Antonelli; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (Soft Comput., 2011)

Learning knowledge bases of multi-objective evolutionary fuzzy systems by simultaneously optimizing accuracy, complexity and partition integrity - Michela Antonelli; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (Soft Comput., 2011)

A new approach to handle high dimensional and large datasets in multi-objective evolutionary fuzzy systems - Michela Antonelli; Pietro Ducange; Francesco Marcelloni (FUZZ-IEEE 2011, IEEE International Conference on Fuzzy Systems, Taipei, Taiwan, 27-30 June, 2011, Proceedings, 2011)

Multi-objective evolutionary generation of Mamdani fuzzy rule-based systems based on rule and condition selection - Michela Antonelli; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (5th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, GEFS 2011, Paris, France, April 15, 2011, 2011)

A WSN-based testbed for energy efficiency in buildings - Francesco Corucci; Giuseppe Anastasi; Francesco Marcelloni (Proceedings of the 16th IEEE Symposium on Computers and Communications, ISCC 2011, Kerkyra, Corfu, Greece, June 28 - July 1, 2011, 2011)

A collaborative situation-aware scheme for mobile service recommendation - Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni; Giovanna Castellano; Anna Maria Fanelli; Maria Alessandra Torsello (11th International Conference on Intelligent Systems Design and Applications, ISDA 2011, Córdoba, Spain, November 22-24, 2011, 2011)

An intelligent system for electrical energy management in buildings - Giuseppe Anastasi; Francesco Corucci; Francesco Marcelloni (11th International Conference on Intelligent Systems Design and Applications, ISDA 2011, Córdoba, Spain, November 22-24, 2011, 2011)

A study on the application of different two-objective evolutionary algorithms to the node localization problem in wireless sensor networks - Massimo Vecchio; Roberto López-Valcarce; Francesco Marcelloni (11th International Conference on Intelligent Systems Design and Applications, ISDA 2011, Córdoba, Spain, November 22-24, 2011, 2011)

An intelligent system for detecting faults in photovoltaic fields - Pietro Ducange; Michela Fazzolari; Beatrice Lazzerini; Francesco Marcelloni (11th International Conference on Intelligent Systems Design and Applications, ISDA 2011, Córdoba, Spain, November 22-24, 2011, 2011)

An Effective Metaheuristic Approach to Node Localization in Wireless Sensor Networks - Massimo Vecchio; Roberto López-Valcarce; Francesco Marcelloni (IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, MASS 2011, Valencia, Spain, October 17-22, 2011, 2011)

Solving the node localization problem in WSNs by a two-objective evolutionary algorithm and local descent - Massimo Vecchio; Roberto López-Valcarce; Francesco Marcelloni (Third World Congress on Nature & Biologically Inspired Computing, NaBIC 2011, Salamanca, Spain, October 19-21, 2011, 2011)

Multi-objective Evolutionary Fuzzy Systems - Pietro Ducange; Francesco Marcelloni (Fuzzy Logic and Applications - 9th International Workshop, WILF 2011, Trani, Italy, August 29-31,2011. Proceedings, 2011)

Granular Data Regression with Neural Networks - Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni; Witold Pedrycz (Fuzzy Logic and Applications - 9th International Workshop, WILF 2011, Trani, Italy, August 29-31,2011. Proceedings, 2011)

11th International Conference on Intelligent Systems Design and Applications, ISDA 2011, Córdoba, Spain, November 22-24, 2011 - Sebastián Ventura; Ajith Abraham; Krzysztof J. Cios; Cristóbal Romero; Francesco Marcelloni; José Manuel Benítez; Eva Lucrecia Gibaja Galindo (IEEE, 2011)

A multi-objective evolutionary approach to image quality/compression trade-off in JPEG baseline algorithm - Beatrice Lazzerini; Francesco Marcelloni; Massimo Vecchio (Appl. Soft Comput., 2010)

A two-objective evolutionary approach to design lossy compression algorithms for tiny nodes of wireless sensor networks - Francesco Marcelloni; Massimo Vecchio (Evol. Intell., 2010)

Special Issue on Advances in Intelligent Systems - José Manuel Benítez; Vincenzo Loia; Francesco Marcelloni (Int. J. Hybrid Intell. Syst., 2010)

A Situation-Aware Resource Recommender Based on Fuzzy and Semantic Web Rules - Alessandro Ciaramella; Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010)

Guest Editors' Introduction - Francisco Herrera; Francesco Marcelloni; Vincenzo Loia (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010)

Enabling energy-efficient and lossy-aware data compression in wireless sensor networks by multi-objective evolutionary optimization - Francesco Marcelloni; Massimo Vecchio (Inf. Sci., 2010)

Multi-objective genetic fuzzy classifiers for imbalanced and cost-sensitive datasets - Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (Soft Comput., 2010)

Combining Fuzzy Logic and Semantic Web to Enable Situation-Awareness in Service Recommendation - Alessandro Ciaramella; Mario G. C. A. Cimino; Francesco Marcelloni; Umberto Straccia (Database and Expert Systems Applications, 21st International Conference, DEXA 2010, Bilbao, Spain, August 30 - September 3, 2010, Proceedings, Part I, 2010)

Exploiting a three-objective evolutionary algorithm for generating Mamdani fuzzy rule-based systems - Michela Antonelli; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (FUZZ-IEEE 2010, IEEE International Conference on Fuzzy Systems, Barcelona, Spain, 18-23 July, 2010, Proceedings, 2010)

Exploiting a coevolutionary approach to concurrently select training instances and learn rule bases of Mamdani fuzzy systems - Michela Antonelli; Pietro Ducange; Francesco Marcelloni (FUZZ-IEEE 2010, IEEE International Conference on Fuzzy Systems, Barcelona, Spain, 18-23 July, 2010, Proceedings, 2010)

Using context history to personalize a resource recommender via a genetic algorithm - Alessandro Ciaramella; Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni (10th International Conference on Intelligent Systems Design and Applications, ISDA 2010, November 29 - December 1, 2010, Cairo, Egypt, 2010)

An Efficient Lossless Compression Algorithm for Tiny Nodes of Monitoring Wireless Sensor Networks - Francesco Marcelloni; Massimo Vecchio (Comput. J., 2009)

Multi-objective evolutionary learning of granularity, membership function parameters and rules of Mamdani fuzzy systems - Michela Antonelli; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (Evol. Intell., 2009)

Learning concurrently partition granularities and rule bases of Mamdani fuzzy systems in a multi-objective evolutionary framework - Michela Antonelli; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (Int. J. Approx. Reason., 2009)

Morphogenetic approach to system identification - Francesco Marcelloni; Germano Resconi; Pietro Ducange (Int. J. Intell. Syst., 2009)

Using multilayer perceptrons as receptive fields in the design of neural networks - Mario G. C. A. Cimino; Witold Pedrycz; Beatrice Lazzerini; Francesco Marcelloni (Neurocomputing, 2009)

Context adaptation of fuzzy systems through a multi-objective evolutionary approach based on a novel interpretability index - Alessio Botta; Beatrice Lazzerini; Francesco Marcelloni; Dan C. Stefanescu (Soft Comput., 2009)

A Multiobjective Evolutionary Approach to Concurrently Learn Rule and Data Bases of Linguistic Fuzzy-Rule-Based Systems - Rafael Alcalá; Pietro Ducange; Francisco Herrera; Beatrice Lazzerini; Francesco Marcelloni (IEEE Trans. Fuzzy Syst., 2009)

Learning Concurrently Granularity, Membership Function Parameters and Rules of Mamdani Fuzzy Rule-based Systems - Michela Antonelli; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, Portugal, July 20-24, 2009, 2009)

A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems - Michela Antonelli; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, 2009)

Using BPMN and Tracing for Rapid Business Process Prototyping Environments - Alessandro Ciaramella; Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni (ICEIS 2009 - Proceedings of the 11th International Conference on Enterprise Information Systems, Volume ISAS, Milan, Italy, May 6-10, 2009, 2009)

Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems - Michela Antonelli; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009, 2009)

A Multi-objective Evolutionary Approach to Data Compression in Wireless Sensor Networks - Francesco Marcelloni; Massimo Vecchio (Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009, 2009)

Situation-Aware Mobile Service Recommendation with Fuzzy Logic and Semantic Web - Alessandro Ciaramella; Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni (Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009, 2009)

Reducing Power Consumption in Wireless Sensor Networks Using a Novel Approach to Data Aggregation - Silvio Croce; Francesco Marcelloni; Massimo Vecchio (Comput. J., 2008)

A Simple Algorithm for Data Compression in Wireless Sensor Networks - Francesco Marcelloni; Massimo Vecchio (IEEE Commun. Lett., 2008)

Context adaptation of mamdani fuzzy rule based systems - Alessio Botta; Beatrice Lazzerini; Francesco Marcelloni (Int. J. Intell. Syst., 2008)

Patterns and technologies for enabling supply chain traceability through collaborative e-business - Alessio Bechini; Mario G. C. A. Cimino; Francesco Marcelloni; Andrea Tomasi (Inf. Softw. Technol., 2008)

Solving the ocean color inverse problem by using evolutionary multi-objective optimization of neuro-fuzzy systems - Marco Cococcioni; Giovanni Corsini; Beatrice Lazzerini; Francesco Marcelloni (Int. J. Knowl. Based Intell. Eng. Syst., 2008)

A Multi-Classifier System for Pulmonary Nodule Classification - Michela Antonelli; Marco Cococcioni; Beatrice Lazzerini; Francesco Marcelloni; Dan C. Stefanescu (Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, June 17-19, 2008, Jyväskylä, Finland, 2008)

Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework - Pietro Ducange; Rafael Alcalá; Francisco Herrera; Beatrice Lazzerini; Francesco Marcelloni (Hybrid Artificial Intelligence Systems, Third International Workshop, HAIS 2008, Burgos, Spain, September 24-26, 2008. Proceedings, 2008)

Fast Multiobjective Genetic Rule Learning Using an Efficient Method for Takagi-Sugeno Fuzzy Systems Identification - Marco Cococcioni; Beatrice Lazzerini; Francesco Marcelloni (8th International Conference on Hybrid Intelligent Systems (HIS 2008), September 10-12, 2008, Barcelona, Spain, 2008)

A Multi-Objective Genetic Approach to Concurrently Learn Partition Granularity and Rule Bases of Mamdani Fuzzy Systems - Michela Antonelli; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (8th International Conference on Hybrid Intelligent Systems (HIS 2008), September 10-12, 2008, Barcelona, Spain, 2008)

Complexity reduction of Mamdani Fuzzy Systems through multi-valued logic minimization - Marco Cococcioni; Luca Foschini; Beatrice Lazzerini; Francesco Marcelloni (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Singapore, 12-15 October 2008, 2008)

Estimating the concentration of optically active constituents of sea water by Takagi-Sugeno models with quadratic rule consequents - Marco Cococcioni; Beatrice Lazzerini; Francesco Marcelloni (Pattern Recognit., 2007)

A Hierarchical Fuzzy Clustering-based System to Create User Profiles - Beatrice Lazzerini; Francesco Marcelloni (Soft Comput., 2007)

A Pareto-based multi-objective evolutionary approach to the identification of Mamdani fuzzy systems - Marco Cococcioni; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (Soft Comput., 2007)

A new multi-objective evolutionary algorithm based on convex hull for binary classifier optimization - Marco Cococcioni; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore, 2007)

Exploiting Fuzzy Ordering Relations to Preserve Interpretability in Context Adaptation of Fuzzy Systems - Alessio Botta; Beatrice Lazzerini; Francesco Marcelloni; Dan C. Stefanescu (FUZZ-IEEE 2007, IEEE International Conference on Fuzzy Systems, Imperial College, London, UK, 23-26 July, 2007, Proceedings, 2007)

Evolutionary Multi-Objective Optimization of Fuzzy Rule-Based Classifiers in the ROC Space - Marco Cococcioni; Pietro Ducange; Beatrice Lazzerini; Francesco Marcelloni (FUZZ-IEEE 2007, IEEE International Conference on Fuzzy Systems, Imperial College, London, UK, 23-26 July, 2007, Proceedings, 2007)

Modelling a Team of Radiologists for Lung Nodule Detection in CT Scans - Michela Antonelli; Marco Cococcioni; Graziano Frosini; Beatrice Lazzerini; Francesco Marcelloni (Knowledge-Based Intelligent Information and Engineering Systems, 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Vietri sul Mare, Italy, September 12-14, 2007. Proceedings, Part I, 2007)

A fuzzy system for profiling web portal users from web access log - Paolo Corsini; Francesco Marcelloni (J. Intell. Fuzzy Syst., 2006)

Combining supervised and unsupervised learning for data clustering - Paolo Corsini; Beatrice Lazzerini; Francesco Marcelloni (Neural Comput. Appl., 2006)

A novel approach to fuzzy clustering based on a dissimilarity relation extracted from data using a TS system - Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni (Pattern Recognit., 2006)

Context Adaptation of Mamdani Fuzzy Systems through New Operators Tuned by a Genetic Algorithm - Alessio Botta; Beatrice Lazzerini; Francesco Marcelloni (IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2006, Vancouver, BC, Canada, July 16-21, 2006, 2006)

A new fuzzy relational clustering algorithm based on the fuzzy C-means algorithm - Paolo Corsini; Beatrice Lazzerini; Francesco Marcelloni (Soft Comput., 2005)

Automated Detection of Pulmonary Nodules in CT Scans - Michela Antonelli; Graziano Frosini; Beatrice Lazzerini; Francesco Marcelloni (2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2005), 28-30 November 2005, Vienna, Austria, 2005)

Segmentation and reconstruction of the lung volume in CT images - Michela Antonelli; Beatrice Lazzerini; Francesco Marcelloni (Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), Santa Fe, New Mexico, USA, March 13-17, 2005, 2005)

A General Framework for Food Traceability - Alessio Bechini; Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni; Andrea Tomasi (2005 IEEE/IPSJ International Symposium on Applications and the Internet Workshops (SAINT 2005 Workshops), 31 January - 4 February 2005, Trento, Italy, 2005)

Integrating service-oriented technologies to support business processes - Alessio Botta; Beatrice Lazzerini; Francesco Marcelloni (7th IEEE International Conference on E-Commerce Technology Workshops (CEC 2005 Workshops), 19 July 2005, München, Germany, 2005)

Cerere: an information system supporting traceability in the food supply chain - Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni; Andrea Tomasi (7th IEEE International Conference on E-Commerce Technology Workshops (CEC 2005 Workshops), 19 July 2005, München, Germany, 2005)

Identification of Takagi-Sugeno Fuzzy Systems Based on Multi-objective Genetic Algorithms - Marco Cococcioni; Pierluigi Guasqui; Beatrice Lazzerini; Francesco Marcelloni (Fuzzy Logic and Applications, 6th International Workshop, WILF 2005, Crema, Italy, September 15-17, 2005, Revised Selected Papers, 2005)

Fuzzy logic-based object-oriented methods to reduce quantization error and contextual bias problems in software development - Francesco Marcelloni; Mehmet Aksit (Fuzzy Sets Syst., 2004)

A fuzzy relational clustering algorithm based on a dissimilarity measure extracted from data - Paolo Corsini; Beatrice Lazzerini; Francesco Marcelloni (IEEE Trans. Syst. Man Cybern. Part B, 2004)

Approaching the ocean color problem using fuzzy rules - Marco Cococcioni; Giovanni Corsini; Beatrice Lazzerini; Francesco Marcelloni (IEEE Trans. Syst. Man Cybern. Part B, 2004)

Neural network-based calibration of positron emission tomograph detector modules - Beatrice Lazzerini; Francesco Marcelloni; Giovanni Marola; Simone Galigani (12th European Symposium on Artificial Neural Networks, ESANN 2004, Bruges, Belgium, April 28-30, 2004, Proceedings, 2004)

On the Noise Distance in Robust Fuzzy C-Means - Mario G. C. A. Cimino; Graziano Frosini; Beatrice Lazzerini; Francesco Marcelloni (International Conference on Computational Intelligence, ICCI 2004, December 17-19, 2004, Istanbul, Turkey, Proceedings, 2004)

Lung Nodule Detection in CT Scans - Michela Antonelli; Graziano Frosini; Beatrice Lazzerini; Francesco Marcelloni (International Conference on Computational Intelligence, ICCI 2004, December 17-19, 2004, Istanbul, Turkey, Proceedings, 2004)

Feature selection based on a modified fuzzy C-means algorithm with supervision - Francesco Marcelloni (Inf. Sci., 2003)

A system based on a modified version of the FCM algorithm for profiling web users from access log - Paolo Corsini; Laura De Dosso; Beatrice Lazzerini; Francesco Marcelloni (Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, Zittau, Germany, September 10-12, 2003, 2003)

An Artificial Olfactory System for Quality and Geographical Discrimination of Olive Oils - Marco Cococcioni; Beatrice Lazzerini; Francesco Marcelloni (Knowledge-Based Intelligent Information and Engineering Systems, 7th International Conference, KES 2003, Oxford, UK, September 3-5, 2003, Proceedings, Part II, 2003)

A system based on hierarchical fuzzy clustering for web users profiling - Beatrice Lazzerini; Francesco Marcelloni; Marco Cococcioni (Proceedings of the IEEE International Conference on Systems, Man & Cybernetics: Washington, D.C., USA, 5-8 October 2003, 2003)

Relational clustering based on a dissimilarity relation extracted from data by a TS model - Mario G. C. A. Cimino; Beatrice Lazzerini; Francesco Marcelloni (Proceedings of the IEEE International Conference on Systems, Man & Cybernetics: Washington, D.C., USA, 5-8 October 2003, 2003)

Odour Classification based on Computational Intelligence Techniques - Georgios Tselentis; Francesco Marcelloni; Trevor P. Martin; Luca Sensi (Advances in Computational Intelligence and Learning: Methods and Applications, 2002)

A fuzzy model for the retrieval of the sea water optically active constituents concentration from MERIS data - Giovanni Corsini; Marco Diani; Raffaele Grasso; Beatrice Lazzerini; Francesco Marcelloni; Marco Cococcioni (IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2002, Toronto, Ontario, Canada, 24-28 June 2002, 2002)

Deferring elimination of design alternatives in object-oriented methods - Mehmet Aksit; Francesco Marcelloni (Concurr. Comput. Pract. Exp., 2001)

Leaving inconsistency using fuzzy logic - Francesco Marcelloni; Mehmet Aksit (Inf. Softw. Technol., 2001)

FROS: a fuzzy logic-based recogniser of olfactory signals - Beatrice Lazzerini; Adriana Maggiore; Francesco Marcelloni (Pattern Recognit., 2001)

Recognition of olfactory signals based on supervised fuzzy C-means and k-NN algorithms - Francesco Marcelloni (Pattern Recognit. Lett., 2001)

A fuzzy approach to 2D-shape recognition - Beatrice Lazzerini; Francesco Marcelloni (IEEE Trans. Fuzzy Syst., 2001)

A genetic algorithm for generating optimal assembly plans - Beatrice Lazzerini; Francesco Marcelloni (Artif. Intell. Eng., 2000)

Developing object-oriented framworks using domain models - Mehmet Aksit; Francesco Marcelloni; Bedir Tekinerdogan (ACM Comput. Surv., 2000)

Some considerations on input and output partitions to produce meaningful conclusions in fuzzy inference - Beatrice Lazzerini; Francesco Marcelloni (Fuzzy Sets Syst., 2000)

Reducing computation overhead in MISO fuzzy systems - Beatrice Lazzerini; Francesco Marcelloni (Fuzzy Sets Syst., 2000)

A Fuzzy Hierarchical Classification System for Olfactory Signals - D. Dumitrescu; Beatrice Lazzerini; Francesco Marcelloni (Pattern Anal. Appl., 2000)

A linguistic fuzzy recogniser of off-line handwritten characters - Beatrice Lazzerini; Francesco Marcelloni (Pattern Recognit. Lett., 2000)

Neuro-fuzzy off-line recognition of handwritten sentences - Beatrice Lazzerini; Francesco Marcelloni; Leonardo Maria Reyneri (Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, KES 2000, Brighton, UK, 30 August - 1 September 2000, Proceedings, 2 Volumes, 2000)

Olfactory signal classification based on evolutionary computation - Dumitru Dumitrescu; Beatrice Lazzerini; Francesco Marcelloni (International Joint Conference Neural Networks, IJCNN 1999, Washington, DC, USA, July 10-16, 1999, 1999)

A new linguistic fuzzy approach to recognition of olfactory signals - Beatrice Lazzerini; Adriana Maggiore; Francesco Marcelloni (International Joint Conference Neural Networks, IJCNN 1999, Washington, DC, USA, July 10-16, 1999, 1999)

SNIFFER: an electronic nose - Fabio Di Francesco; Beatrice Lazzerini; Francesco Marcelloni; Giovanni Pioggia (Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, KES 1999, Adelaide, South Australia, 31 August - 1 September 1999, Proceedings, 1999)

Performing automatic exams - Graziano Frosini; Beatrice Lazzerini; Francesco Marcelloni (Comput. Educ., 1998)

A fuzzy classification based system for handwritten character recognition - Graziano Frosini; Beatrice Lazzerini; Adriana Maggiore; Francesco Marcelloni (Knowledge-Based Intelligent Electronic Systems, 2nd International Conference, KES 1998, Adelaide, South Australia, 21-23 April 1998, Proceedings, Part III, 1998)

Beatrix: A self-learning system for off-line recognition of handwritten texts - Beatrice Lazzerini; Francesco Marcelloni; Leonardo Maria Reyneri (Pattern Recognit. Lett., 1997)

Applying Fuzzy Logic Techniques in Object-Oriented Software Development - Francesco Marcelloni; Mehmet Aksit (Object-Oriented Technology, ECOOP'97 Workshop Reader, ECOOP'97 Workshops, Jyväskylä, Finland, June 9-13, 1997, 1997)

Active Software Artifacts - Mehmet Aksit; Francesco Marcelloni; Bedir Tekinerdogan; Klaas van den Berg; Pim van den Broek (Object-Oriented Technology, ECOOP'97 Workshop Reader, ECOOP'97 Workshops, Jyväskylä, Finland, June 9-13, 1997, 1997)

Reasonable Conclusions in Fuzzy Reasoning - Beatrice Lazzerini; Francesco Marcelloni (Eigth International Conference on Tools with Artificial Intelligence, ICTAI '96, Toulouse, France, November 16-19, 1996, 1996)