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

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

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

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

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

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

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

Continuous Monitoring of Body Shaming Actions in Social Networks. - Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco; Marino, Martina; Matrella, Roberta (2024)

XAIMed: A Diagnostic Support Tool for Explaining AI Decisions on Medical Images. - Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Miglionico, Giustino Claudio; Renda, Alessandro; Schiavo, Alessio (2024)

Deep Learning and Multi-Objective Evolutionary Fuzzy Classifiers: A Comparative Analysis for Brain Tumor Classification in MRI Images. - Miglionico, Giustino Claudio; Ducange, Pietro; Marcelloni, Francesco; Pedrycz, Witold (2024)

Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers. - Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro (2024)

Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering. - Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio (2024)

Explainable Intrusion Detection System in IoT Scenarios: A Cross-Device Model Training and Evaluation for Traffic Classification. - Ducange, Pietro; Fazzolari, Michela; Marcelloni, Francesco (2024)

Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection. - Miglionico, Giustino Claudio; Ducange, Pietro; Marcelloni, Francesco; Vallati, Carlo; Rienzo, Francesco di (2024)

Unsupervised Learning of Speckle Removal from Real Ultrasound Acquisitions without Clean Data. - Basile, Miriam; Gibiino, Fabio; Cavazza, Jacopo; Semplici, Paolo; Cocco, Martina; Marcelloni, Francesco; Bechini, Alessio; Vanello, Nicola (2024)

Proceedings of the 1st International Conference on Explainable AI for Neural and Symbolic Methods, EXPLAINS 2024, Porto, Portugal, November 20-22, 2024. (SCITEPRESS, 2024)

Proceedings of the 16th International Joint Conference on Computational Intelligence, IJCCI 2024, Porto, Portugal, November 20-22, 2024. (SCITEPRESS, 2024)

The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G. - Merluzzi, Mattia; Borsos, Tamás; Rajatheva, Nandana; Benczúr, András A.; Farhadi, Hamed; Yassine, Taha; Mueck, Markus Dominik; Barmpounakis, Sokratis; Strinati, Emilio Calvanese; Dampahalage, Dilin; Demestichas, Panagiotis; Ducange, Pietro; 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. - Fioriti, Davide; Stevanato, Nicoló; Ducange, Pietro; Marcelloni, Francesco; Colombo, Emanuela; Poli, Davide (IEEE Access, 2023)

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

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

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

MULTI-Fake-DetectiVE at EVALITA 2023: Overview of the MULTImodal Fake News Detection and VErification Task. - Bondielli, Alessandro; Dell'Oglio, Pietro; Lenci, Alessandro; Marcelloni, Francesco; Passaro, Lucia C.; Sabbatini, Marco (2023)

Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks. - Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio (2023)

An Application for Federated Learning of XAI Models in Edge Computing Environments. - Bechini, Alessio; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro (2023)

An Explainable Intrusion Detection System for IoT Networks. - Fazzolari, Michela; Ducange, Pietro; Marcelloni, Francesco (2023)

Experimental Assessment of Heterogeneous Fuzzy Regression Trees. - Bárcena, José Luis Corcuera; Ducange, Pietro; Gallo, Riccardo; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio (2023)

Trustworthy AI for Next Generation Networks: the Fed-XAI innovative paradigm from the Hexa-X EU Flagship Project. - Ducange, Pietro; Marcelloni, Francesco; Micheli, Davide; Nardini, Giovanni; Renda, Alessandro; Sabella, Dario; Stea, Giovanni; Virdis, Antonio (2023)

Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks. - Bárcena, José Luis Corcuera; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Nardini, Giovanni; Renda, Alessandro; Stea, Giovanni (2023)

Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression. - Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio (2023)

Proceedings of the 15th International Joint Conference on Computational Intelligence, IJCCI 2023, Rome, Italy, November 13-15, 2023. (SCITEPRESS, 2023)

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

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

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

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

Fed-XAI: Federated Learning of Explainable Artificial Intelligence Models. - Bárcena, José Luis Corcuera; Daole, Mattia; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio; Schiavo, Alessio (2022)

Online Monitoring of Stance from Tweets: The case of Green Pass in Italy. - Bondielli, Alessandro; Tortora, Giuseppe Cancello; Ducange, Pietro; Macri, Armando; Marcelloni, Francesco; Renda, Alessandro (2022)

An Approach to Federated Learning of Explainable Fuzzy Regression Models. - Bárcena, José Luis Corcuera; Ducange, Pietro; Ercolani, Alessio; Marcelloni, Francesco; Renda, Alessandro (2022)

Increasing Accuracy and Explainability in Fuzzy Regression Trees: An Experimental Analysis. - Bechini, Alessio; Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro (2022)

Leveraging Sequence Mining for Robot Process Automation. - Dell'Oglio, Pietro; Bondielli, Alessandro; Bechini, Alessio; Marcelloni, Francesco (2022)

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

Hoeffding Regression Trees for Forecasting Quality of Experience in B5G/6G Networks. - Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro; Ruffini, Fabrizio (2022)

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

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

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

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

XAI Models for Quality of Experience Prediction in Wireless Networks. - Renda, Alessandro; Ducange, Pietro; Gallo, Gionatan; Marcelloni, Francesco (2021)

Managing Students from 23 Different Countries in Distance Learning: The Foundation Course Experience of the University of Pisa. - Biancani, Arianna; Bruti, Silvia; Cappellini, Paola; Marcelloni, Francesco; Marzano, Arturo; Polini, Marco; Roda, Chiara; Terranova, Adio (2021)

Implicitly distributed fuzzy random forests. - Barsacchi, Marco; Bechini, Alessio; Marcelloni, Francesco (2021)

Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome. - Bechini, Alessio; Bondielli, Alessandro; Bárcena, José Luis Corcuera; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro (2021)

A federated fuzzy c-means clustering algorithm. - Bárcena, José Luis Corcuera; Marcelloni, Francesco; Renda, Alessandro; Bechini, Alessio; Ducange, Pietro (2021)

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

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

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

UNIPI-NLE at CheckThat! 2020: Approaching Fact Checking from a Sentence Similarity Perspective Through the Lens of Transformers. - Passaro, Lucia C.; Bondielli, Alessandro; Lenci, Alessandro; Marcelloni, Francesco (2020)

Exploiting Categorization of Online News for Profiling City Areas. - Bondielli, Alessandro; Ducange, Pietro; Marcelloni, Francesco (2020)

FDBSCAN-APT: A Fuzzy Density-based Clustering Algorithm with Automatic Parameter Tuning. - Bechini, Alessio; Criscione, Martina; Ducange, Pietro; Marcelloni, Francesco; Renda, Alessandro (2020)

SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models. - Gallo, Gionatan; Ferrari, Vincenzo; Marcelloni, Francesco; Ducange, Pietro (2020)

Evolutionary Fuzzy Systems for Explainable Artificial Intelligence: Why, When, What for, and Where to? - Fernández, Alberto; Herrera, Francisco; Cordón, Oscar; Jesus, María José del; Marcelloni, Francesco (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. - Barsacchi, Marco; Bechini, Alessio; Ducange, Pietro; Marcelloni, Francesco (Cogn. Comput., 2019)

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

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

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

Theoretical and Practical Analyses in Metagenomic Sequence Classification. - Amraoui, Hend; Elloumi, Mourad; Marcelloni, Francesco; Mhamdi, Faouzi; Verzotto, Davide (2019)

Incremental Learning of Fuzzy Decision Trees for Streaming Data Classification. - Pecori, Riccardo; Ducange, Pietro; Marcelloni, Francesco (2019)

A Fuzzy Density-based Clustering Algorithm for Streaming Data. - Aliperti, Andrea; Bechini, Alessio; Marcelloni, Francesco; Renda, Alessandro (2019)

A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from Résumés. - Bondielli, Alessandro; Marcelloni, Francesco (2019)

Exploiting Online Newspaper Articles Metadata for Profiling City Areas. - Cascone, Livio; Ducange, Pietro; Marcelloni, Francesco (2019)

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

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

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

Assessing Accuracy of Ensemble Learning for Facial Expression Recognition with CNNs. - Renda, Alessandro; Barsacchi, Marco; Bechini, Alessio; Marcelloni, Francesco (2018)

Smart Profiling of City Areas Based on Web Data. - D'Andrea, Eleonora; Ducange, Pietro; Loffreno, Danilo; Marcelloni, Francesco; Zaccone, Tommaso (2018)

Journal Track Chairs' Welcome & Organization. - d'Amato, Claudia; Marcelloni, Francesco; Studer, Rudi (2018)

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

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

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

Multi-class boosting with fuzzy decision trees. - Barsacchi, Marco; Bechini, Alessio; Marcelloni, Francesco (2017)

Multi-objective evolutionary granular rule-based classifiers: An experimental comparison. - Ducange, Pietro; Mannara, Giuseppe; Marcelloni, Francesco (2017)

A novel approach for internet traffic classification based on multi-objective evolutionary fuzzy classifiers. - Ducange, Pietro; Mannara, Giuseppe; Marcelloni, Francesco; Pecori, Riccardo; Vecchio, Massimo (2017)

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

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

A Multi-objective evolutionary fuzzy system for big data. - Ferranti, Andrea; Marcelloni, Francesco; Segatori, Armando (2016)

Solving the environmental economic dispatch problem with prohibited operating zones in microgrids using NSGA-II and TOPSIS. - Cococcioni, Marco; Lazzerini, Beatrice; Marcelloni, Francesco; Pistolesi, Francesco (2016)

Path Clustering Based on a Novel Dissimilarity Function for Ride-Sharing Recommenders. - D'Andrea, Eleonora; Lorenzo, David Di; Lazzerini, Beatrice; Marcelloni, Francesco; Schoen, Fabio (2016)

Incident Detection by Spatiotemporal Analysis of GPS Data. - D'Andrea, Eleonora; Marcelloni, Francesco (2016)

Spreading fuzzy random forests with MapReduce. - Bechini, Alessio; Matteis, Adriano Donato De; Marcelloni, Francesco; Segatori, Armando (2016)

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

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

A MapReduce-based fuzzy associative classifier for big data. - Ducange, Pietro; Marcelloni, Francesco; Segatori, Armando (2015)

A new approach to fuzzy random forest generation. - Matteis, Adriano Donato De; Marcelloni, Francesco; Segatori, Armando (2015)

Improving Wi-Fi Based Localization Using External Constraints. - Ciavarrini, Gloria; Marcelloni, Francesco; Vecchio, Alessio (2015)

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

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

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

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

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

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

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

Low-Effort Support to Efficient Urban Parking in a Smart City Perspective. - Bechini, Alessio; Marcelloni, Francesco; Segatori, Armando (2014)

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

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

A collaborative situation-aware scheme based on an emergent paradigm for mobile resource recommenders. - Castellano, Giovanna; Cimino, Mario G. C. A.; Fanelli, Anna Maria; Lazzerini, Beatrice; Marcelloni, Francesco; Torsello, Maria Alessandra (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. - Fazzolari, Michela; Giglio, Bruno; Alcalá, Rafael; Marcelloni, Francesco; Herrera, Francisco (Knowl. Based Syst., 2013)

Urban and social sensing for sustainable mobility in smart cities. - Anastasi, Giuseppe; Antonelli, Michela; Bechini, Alessio; Brienza, Simone; D'Andrea, Eleonora; Guglielmo, Domenico De; Ducange, Pietro; Lazzerini, Beatrice; Marcelloni, Francesco; Segatori, Armando (2013)

A mobile application leveraging QR-codes to support efficient urban parking. - Bechini, Alessio; Marcelloni, Francesco; Segatori, Armando (2013)

Evolutionary fuzzy classifiers for imbalanced datasets: An experimental comparison. - Antonelli, Michela; Ducange, Pietro; Marcelloni, Francesco; Segatori, Armando (2013)

Feature Selection Based on Fuzzy Mutual Information. - Antonelli, Michela; Ducange, Pietro; Marcelloni, Francesco (2013)

Reconfiguration of environmental data compression parameters through cognitive IoT technologies. - Vecchio, Massimo; Sasidharan, Swaytha; Marcelloni, Francesco; Giaffreda, Raffaele (2013)

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

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

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

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

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

Multi-objective evolutionary rule and condition selection for designing fuzzy rule-based classifiers. - Antonelli, Michela; Ducange, Pietro; Marcelloni, Francesco (2012)

A case study on the application of instance selection techniques for Genetic Fuzzy Rule-Based Classifiers. - Giglio, Bruno; Marcelloni, Francesco; Fazzolari, Michela; Alcalá, Rafael; Herrera, Francisco (2012)

An algorithm based on finite state machines with fuzzy transitions for non-intrusive load disaggregation. - Ducange, Pietro; Marcelloni, Francesco; Marinari, D. (2012)

Enabling Traceability in the Wine Supply Chain. - Cimino, Mario G. C. A.; Marcelloni, Francesco (2012)

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

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

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

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

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

A new approach to handle high dimensional and large datasets in multi-objective evolutionary fuzzy systems. - Antonelli, Michela; Ducange, Pietro; Marcelloni, Francesco (2011)

Multi-objective evolutionary generation of Mamdani fuzzy rule-based systems based on rule and condition selection. - Antonelli, Michela; Ducange, Pietro; Lazzerini, Beatrice; Marcelloni, Francesco (2011)

A WSN-based testbed for energy efficiency in buildings. - Corucci, Francesco; Anastasi, Giuseppe; Marcelloni, Francesco (2011)

A collaborative situation-aware scheme for mobile service recommendation. - Cimino, Mario G. C. A.; Lazzerini, Beatrice; Marcelloni, Francesco; Castellano, Giovanna; Fanelli, Anna Maria; Torsello, Maria Alessandra (2011)

An intelligent system for electrical energy management in buildings. - Anastasi, Giuseppe; Corucci, Francesco; Marcelloni, Francesco (2011)

A study on the application of different two-objective evolutionary algorithms to the node localization problem in wireless sensor networks. - Vecchio, Massimo; López-Valcarce, Roberto; Marcelloni, Francesco (2011)

An intelligent system for detecting faults in photovoltaic fields. - Ducange, Pietro; Fazzolari, Michela; Lazzerini, Beatrice; Marcelloni, Francesco (2011)

An Effective Metaheuristic Approach to Node Localization in Wireless Sensor Networks. - Vecchio, Massimo; López-Valcarce, Roberto; Marcelloni, Francesco (2011)

Solving the node localization problem in WSNs by a two-objective evolutionary algorithm and local descent. - Vecchio, Massimo; López-Valcarce, Roberto; Marcelloni, Francesco (2011)

Multi-objective Evolutionary Fuzzy Systems. - Ducange, Pietro; Marcelloni, Francesco (2011)

Granular Data Regression with Neural Networks. - Cimino, Mario G. C. A.; Lazzerini, Beatrice; Marcelloni, Francesco; Pedrycz, Witold (2011)

11th International Conference on Intelligent Systems Design and Applications, ISDA 2011, Córdoba, Spain, November 22-24, 2011 (IEEE, 2011)

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

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

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

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

Guest Editors' Introduction. - Herrera, Francisco; Marcelloni, Francesco; Loia, Vincenzo (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. - Marcelloni, Francesco; Vecchio, Massimo (Inf. Sci., 2010)

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

Combining Fuzzy Logic and Semantic Web to Enable Situation-Awareness in Service Recommendation. - Ciaramella, Alessandro; Cimino, Mario G. C. A.; Marcelloni, Francesco; Straccia, Umberto (2010)

Exploiting a three-objective evolutionary algorithm for generating Mamdani fuzzy rule-based systems. - Antonelli, Michela; Ducange, Pietro; Lazzerini, Beatrice; Marcelloni, Francesco (2010)

Exploiting a coevolutionary approach to concurrently select training instances and learn rule bases of Mamdani fuzzy systems. - Antonelli, Michela; Ducange, Pietro; Marcelloni, Francesco (2010)

Using context history to personalize a resource recommender via a genetic algorithm. - Ciaramella, Alessandro; Cimino, Mario G. C. A.; Lazzerini, Beatrice; Marcelloni, Francesco (2010)

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

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

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

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

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

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

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

Learning Concurrently Granularity, Membership Function Parameters and Rules of Mamdani Fuzzy Rule-based Systems. - Antonelli, Michela; Ducange, Pietro; Lazzerini, Beatrice; Marcelloni, Francesco (2009)

A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems. - Antonelli, Michela; Ducange, Pietro; Lazzerini, Beatrice; Marcelloni, Francesco (2009)

Using BPMN and Tracing for Rapid Business Process Prototyping Environments. - Ciaramella, Alessandro; Cimino, Mario G. C. A.; Lazzerini, Beatrice; Marcelloni, Francesco (2009)

Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems. - Antonelli, Michela; Ducange, Pietro; Lazzerini, Beatrice; Marcelloni, Francesco (2009)

A Multi-objective Evolutionary Approach to Data Compression in Wireless Sensor Networks. - Marcelloni, Francesco; Vecchio, Massimo (2009)

Situation-Aware Mobile Service Recommendation with Fuzzy Logic and Semantic Web. - Ciaramella, Alessandro; Cimino, Mario G. C. A.; Lazzerini, Beatrice; Marcelloni, Francesco (2009)

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

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

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

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

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

A Multi-Classifier System for Pulmonary Nodule Classification. - Antonelli, Michela; Cococcioni, Marco; Lazzerini, Beatrice; Marcelloni, Francesco; Stefanescu, Dan C. (2008)

Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework. - Ducange, Pietro; Alcalá, Rafael; Herrera, Francisco; Lazzerini, Beatrice; Marcelloni, Francesco (2008)

Fast Multiobjective Genetic Rule Learning Using an Efficient Method for Takagi-Sugeno Fuzzy Systems Identification. - Cococcioni, Marco; Lazzerini, Beatrice; Marcelloni, Francesco (2008)

A Multi-Objective Genetic Approach to Concurrently Learn Partition Granularity and Rule Bases of Mamdani Fuzzy Systems. - Antonelli, Michela; Ducange, Pietro; Lazzerini, Beatrice; Marcelloni, Francesco (2008)

Complexity reduction of Mamdani Fuzzy Systems through multi-valued logic minimization. - Cococcioni, Marco; Foschini, Luca; Lazzerini, Beatrice; Marcelloni, Francesco (2008)

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

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

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

A new multi-objective evolutionary algorithm based on convex hull for binary classifier optimization. - Cococcioni, Marco; Ducange, Pietro; Lazzerini, Beatrice; Marcelloni, Francesco (2007)

Exploiting Fuzzy Ordering Relations to Preserve Interpretability in Context Adaptation of Fuzzy Systems. - Botta, Alessio; Lazzerini, Beatrice; Marcelloni, Francesco; Stefanescu, Dan C. (2007)

Evolutionary Multi-Objective Optimization of Fuzzy Rule-Based Classifiers in the ROC Space. - Cococcioni, Marco; Ducange, Pietro; Lazzerini, Beatrice; Marcelloni, Francesco (2007)

Modelling a Team of Radiologists for Lung Nodule Detection in CT Scans. - Antonelli, Michela; Cococcioni, Marco; Frosini, Graziano; Lazzerini, Beatrice; Marcelloni, Francesco (2007)

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

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

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

Context Adaptation of Mamdani Fuzzy Systems through New Operators Tuned by a Genetic Algorithm. - Botta, Alessio; Lazzerini, Beatrice; Marcelloni, Francesco (2006)

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

Automated Detection of Pulmonary Nodules in CT Scans. - Antonelli, Michela; Frosini, Graziano; Lazzerini, Beatrice; Marcelloni, Francesco (2005)

Segmentation and reconstruction of the lung volume in CT images. - Antonelli, Michela; Lazzerini, Beatrice; Marcelloni, Francesco (2005)

A General Framework for Food Traceability. - Bechini, Alessio; Cimino, Mario G. C. A.; Lazzerini, Beatrice; Marcelloni, Francesco; Tomasi, Andrea (2005)

Integrating service-oriented technologies to support business processes. - Botta, Alessio; Lazzerini, Beatrice; Marcelloni, Francesco (2005)

Cerere: an information system supporting traceability in the food supply chain. - Cimino, Mario G. C. A.; Lazzerini, Beatrice; Marcelloni, Francesco; Tomasi, Andrea (2005)

Identification of Takagi-Sugeno Fuzzy Systems Based on Multi-objective Genetic Algorithms. - Cococcioni, Marco; Guasqui, Pierluigi; Lazzerini, Beatrice; Marcelloni, Francesco (2005)

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

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

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

Neural network-based calibration of positron emission tomograph detector modules. - Lazzerini, Beatrice; Marcelloni, Francesco; Marola, Giovanni; Galigani, Simone (2004)

On the Noise Distance in Robust Fuzzy C-Means. - Cimino, Mario G. C. A.; Frosini, Graziano; Lazzerini, Beatrice; Marcelloni, Francesco (2004)

Lung Nodule Detection in CT Scans. - Antonelli, Michela; Frosini, Graziano; Lazzerini, Beatrice; Marcelloni, Francesco (2004)

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

A system based on a modified version of the FCM algorithm for profiling web users from access log. - Corsini, Paolo; Dosso, Laura De; Lazzerini, Beatrice; Marcelloni, Francesco (2003)

An Artificial Olfactory System for Quality and Geographical Discrimination of Olive Oils. - Cococcioni, Marco; Lazzerini, Beatrice; Marcelloni, Francesco (2003)

A system based on hierarchical fuzzy clustering for web users profiling. - Lazzerini, Beatrice; Marcelloni, Francesco; Cococcioni, Marco (2003)

Relational clustering based on a dissimilarity relation extracted from data by a TS model. - Cimino, Mario G. C. A.; Lazzerini, Beatrice; Marcelloni, Francesco (2003)

Odour Classification based on Computational Intelligence Techniques. - Tselentis, Georgios; Marcelloni, Francesco; Martin, Trevor P.; Sensi, Luca (2002)

A fuzzy model for the retrieval of the sea water optically active constituents concentration from MERIS data. - Corsini, Giovanni; Diani, Marco; Grasso, Raffaele; Lazzerini, Beatrice; Marcelloni, Francesco; Cococcioni, Marco (2002)

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

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

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

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

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

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

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

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

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

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

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

Neuro-fuzzy off-line recognition of handwritten sentences. - Lazzerini, Beatrice; Marcelloni, Francesco; Reyneri, Leonardo Maria (2000)

Olfactory signal classification based on evolutionary computation. - Dumitrescu, Dumitru; Lazzerini, Beatrice; Marcelloni, Francesco (1999)

A new linguistic fuzzy approach to recognition of olfactory signals. - Lazzerini, Beatrice; Maggiore, Adriana; Marcelloni, Francesco (1999)

SNIFFER: an electronic nose. - Francesco, Fabio Di; Lazzerini, Beatrice; Marcelloni, Francesco; Pioggia, Giovanni (1999)

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

A fuzzy classification based system for handwritten character recognition. - Frosini, Graziano; Lazzerini, Beatrice; Maggiore, Adriana; Marcelloni, Francesco (1998)

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

Applying Fuzzy Logic Techniques in Object-Oriented Software Development. - Marcelloni, Francesco; Aksit, Mehmet (1997)

Active Software Artifacts. - Aksit, Mehmet; Marcelloni, Francesco; Tekinerdogan, Bedir; Berg, Klaas van den; Broek, Pim van den (1997)

Reasonable Conclusions in Fuzzy Reasoning. - Lazzerini, Beatrice; Marcelloni, Francesco (1996)