| 2026 | SmartComp | Edge-Based PPE Detection for Urban Construction Under Realistic Visual Conditions. | Giustino Claudio Miglionico, Francesco di Rienzo, Pietro Ducange, Francesco Marcelloni, Carlo Vallati |
| 2025 | IJCCI | Enhancing Debunking Effectiveness Through LLM-Based Personality Adaptation. | Pietro Dell'Oglio, Alessandro Bondielli, Francesco Marcelloni, Lucia C. Passaro |
| 2025 | IJCCI | An Explainable Histopathological Nuclei Classification System Based on Fuzzy Decision Trees. | Pietro Ducange, Masoume Gholizade, Francesco Marcelloni, Giustino Claudio Miglionico, Fabrizio Ruffini |
| 2025 | IJCCI | Data Augmentation for Neuroaesthetics Analysis. | Maurizio Palmieri, Marco Avvenuti, Francesco Marcelloni, Alessio Vecchio |
| 2025 | IJCNN | Human-Centered AI and Autonomy in Robotics: Insights from a Bibliometric Study. | Simona Casini, Pietro Ducange, Francesco Marcelloni, Lorenzo Pollini |
| 2025 | IJCNN | Security Threats to Explainable Classifiers in Federated Learning. | Mattia Daole, Pietro Ducange, Francisco Herrera, Francesco Marcelloni, Alessandro Renda, Nuria Rodrguez Barroso |
| 2025 | IJCNN | Leveraging Explainability of AI-Based Intrusion Detection Systems in a Federated Environment. | Pietro Ducange, Michela Fazzolari, Francesco Marcelloni, Giustino Claudio Miglionico |
| 2025 | IJCNN | A Comparative Analysis of Models for Real-Time Personal Protective Equipment Detection on Edge Devices. | Giustino Claudio Miglionico, Francesco di Rienzo, Pietro Ducange, Francesco Marcelloni, Carlo Vallati |
| 2024 | IJCNN | Performance Evaluation of YOLOv5 on Edge Devices for Personal Protective Equipment Detection. | Giustino Claudio Miglionico, Pietro Ducange, Francesco Marcelloni, Carlo Vallati, Francesco di Rienzo |
| 2023 | IJCCI | Experimental Assessment of Heterogeneous Fuzzy Regression Trees. | Jos Luis Corcuera Brcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini |
| 2022 | ISDA | Leveraging Sequence Mining for Robot Process Automation. | Pietro Dell'Oglio, Alessandro Bondielli, Alessio Bechini, Francesco Marcelloni |
| 2021 | SAC | Implicitly distributed fuzzy random forests. | Marco Barsacchi, Alessio Bechini, Francesco Marcelloni |
| 2021 | SmartComp | Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome. | Alessio Bechini, Alessandro Bondielli, Jos Luis Corcuera Brcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda |
| 2020 | IPMU | SK-MOEFS: A Library in Python for Designing Accurate and Explainable Fuzzy Models. | Gionatan Gallo, Vincenzo Ferrari, Francesco Marcelloni, Pietro Ducange |
| 2019 | EUSFLAT | Incremental Learning of Fuzzy Decision Trees for Streaming Data Classification. | Riccardo Pecori, Pietro Ducange, Francesco Marcelloni |
| 2019 | IDEAL | A Data-Driven Approach to Automatic Extraction of Professional Figure Profiles from Rsums. | Alessandro Bondielli, Francesco Marcelloni |
| 2019 | IDEAL | Exploiting Online Newspaper Articles Metadata for Profiling City Areas. | Livio Cascone, Pietro Ducange, Francesco Marcelloni |
| 2018 | WWW | Journal Track Chairs' Welcome & Organization. | Claudia d'Amato, Francesco Marcelloni, Rudi Studer |
| 2018 | SmartComp | Smart Profiling of City Areas Based on Web Data. | Eleonora D'Andrea, Pietro Ducange, Danilo Loffreno, Francesco Marcelloni, Tommaso Zaccone |
| 2016 | SMC | Spreading fuzzy random forests with MapReduce. | Alessio Bechini, Adriano Donato De Matteis, Francesco Marcelloni, Armando Segatori |
| 2016 | SAC | 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 |
| 2016 | SmartComp | 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 | SmartComp | Incident Detection by Spatiotemporal Analysis of GPS Data. | Eleonora D'Andrea, Francesco Marcelloni |
| 2013 | IFSA | Evolutionary fuzzy classifiers for imbalanced datasets: An experimental comparison. | Michela Antonelli, Pietro Ducange, Francesco Marcelloni, Armando Segatori |
| 2013 | WiMob | Reconfiguration of environmental data compression parameters through cognitive IoT technologies. | Massimo Vecchio, Swaytha Sasidharan, Francesco Marcelloni, Raffaele Giaffreda |
| 2011 | ISCC | A WSN-based testbed for energy efficiency in buildings. | Francesco Corucci, Giuseppe Anastasi, Francesco Marcelloni |
| 2011 | ISDA | An intelligent system for electrical energy management in buildings. | Giuseppe Anastasi, Francesco Corucci, Francesco Marcelloni |
| 2011 | ISDA | 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 |
| 2011 | ISDA | An intelligent system for detecting faults in photovoltaic fields. | Pietro Ducange, Michela Fazzolari, Beatrice Lazzerini, Francesco Marcelloni |
| 2011 | ISDA | A study on the application of different two-objective evolutionary algorithms to the node localization problem in wireless sensor networks. | Massimo Vecchio, Roberto Lpez-Valcarce, Francesco Marcelloni |
| 2011 | MASS | An Effective Metaheuristic Approach to Node Localization in Wireless Sensor Networks. | Massimo Vecchio, Roberto Lpez-Valcarce, Francesco Marcelloni |
| 2010 | DEXA | Combining Fuzzy Logic and Semantic Web to Enable Situation-Awareness in Service Recommendation. | Alessandro Ciaramella, Mario G. C. A. Cimino, Francesco Marcelloni, Umberto Straccia |
| 2010 | ISDA | Using context history to personalize a resource recommender via a genetic algorithm. | Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni |
| 2009 | EUSFLAT | Learning Concurrently Granularity, Membership Function Parameters and Rules of Mamdani Fuzzy Rule-based Systems. | Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni |
| 2009 | HAIS | A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems. | Michela Antonelli, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni |
| 2009 | ISDA | 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 |
| 2009 | ISDA | Situation-Aware Mobile Service Recommendation with Fuzzy Logic and Semantic Web. | Alessandro Ciaramella, Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni |
| 2009 | ISDA | A Multi-objective Evolutionary Approach to Data Compression in Wireless Sensor Networks. | Francesco Marcelloni, Massimo Vecchio |
| 2008 | CBMS | A Multi-Classifier System for Pulmonary Nodule Classification. | Michela Antonelli, Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni, Dan C. Stefanescu |
| 2008 | HAIS | Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework. | Pietro Ducange, Rafael Alcal, Francisco Herrera, Beatrice Lazzerini, Francesco Marcelloni |
| 2008 | HIS | 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 |
| 2008 | HIS | Fast Multiobjective Genetic Rule Learning Using an Efficient Method for Takagi-Sugeno Fuzzy Systems Identification. | Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni |
| 2008 | SMC | Complexity reduction of Mamdani Fuzzy Systems through multi-valued logic minimization. | Marco Cococcioni, Luca Foschini, Beatrice Lazzerini, Francesco Marcelloni |
| 2007 | CEC | A new multi-objective evolutionary algorithm based on convex hull for binary classifier optimization. | Marco Cococcioni, Pietro Ducange, Beatrice Lazzerini, Francesco Marcelloni |
| 2007 | KES | Modelling a Team of Radiologists for Lung Nodule Detection in CT Scans. | Michela Antonelli, Marco Cococcioni, Graziano Frosini, Beatrice Lazzerini, Francesco Marcelloni |
| 2005 | SAC | Segmentation and reconstruction of the lung volume in CT images. | Michela Antonelli, Beatrice Lazzerini, Francesco Marcelloni |
| 2004 | ESANN | Neural network-based calibration of positron emission tomograph detector modules. | Beatrice Lazzerini, Francesco Marcelloni, Giovanni Marola, Simone Galigani |
| 2003 | EUSFLAT | 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 |
| 2003 | KES | An Artificial Olfactory System for Quality and Geographical Discrimination of Olive Oils. | Marco Cococcioni, Beatrice Lazzerini, Francesco Marcelloni |
| 2003 | SMC | Relational clustering based on a dissimilarity relation extracted from data by a TS model. | Mario G. C. A. Cimino, Beatrice Lazzerini, Francesco Marcelloni |
| 2003 | SMC | A system based on hierarchical fuzzy clustering for web users profiling. | Beatrice Lazzerini, Francesco Marcelloni, Marco Cococcioni |
| 2002 | IGARSS | 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 |
| 2000 | KES | Neuro-fuzzy off-line recognition of handwritten sentences. | Beatrice Lazzerini, Francesco Marcelloni, Leonardo Maria Reyneri |
| 1999 | IJCNN | Olfactory signal classification based on evolutionary computation. | Dumitru Dumitrescu, Beatrice Lazzerini, Francesco Marcelloni |
| 1999 | IJCNN | A new linguistic fuzzy approach to recognition of olfactory signals. | Beatrice Lazzerini, Adriana Maggiore, Francesco Marcelloni |
| 1999 | KES | SNIFFER: an electronic nose. | Fabio Di Francesco, Beatrice Lazzerini, Francesco Marcelloni, Giovanni Pioggia |
| 1998 | KES | A fuzzy classification based system for handwritten character recognition. | Graziano Frosini, Beatrice Lazzerini, Adriana Maggiore, Francesco Marcelloni |
| 1996 | ICTAI | Reasonable Conclusions in Fuzzy Reasoning. | Beatrice Lazzerini, Francesco Marcelloni |