| 2025 | ESANN | Explainable ensemble learning for structural damage prediction under seismic events. | Michele Baldassini, Pierfrancesco Foglia, Beatrice Lazzerini, Francesco Pistolesi, Cosimo Antonio Prete |
| 2025 | IJCNN | Effect of Obfuscation on Human Pose Estimation Models: Can We Balance Privacy and Accuracy? | Matteo Mugnai, Francesco Pistolesi, Beatrice Lazzerini |
| 2025 | ISM | Foot-Strike Pattern Recognition from Inertial Data with Machine Learning. | Michele Baldassini, Francesco Pistolesi, Beatrice Lazzerini |
| 2025 | ISM | The Sustainability Card: Measuring Sustainability of Multimedia AI Models. | Francesco Pistolesi, Michele Baldassini, Matteo Mugnai, Beatrice Lazzerini |
| 2025 | ISM | Adaptive Obfuscation for Reusing RGB Datasets for Privacy-Preserving Human Pose Estimation. | Francesco Pistolesi, Matteo Mugnai, Beatrice Lazzerini |
| 2022 | ISM | Detecting happiness from 14-channel binary-valued EEG charts via deep learning. | Michele Baldassini, Francesco Pistolesi, Beatrice Lazzerini |
| 2022 | ISM | A smartphone app to collect emotion-labeled signals in the wild using a body sensor network. | Francesco Pistolesi, Michele Baldassini, Beatrice Lazzerini |
| 2020 | IJCNN | A neural classifier to evaluate the role of image resolution in the perception of color differences. | Beatrice Lazzerini, Francesco Pistolesi |
| 2018 | IJCNN | A Neural System for Faithful Color Reproduction in Industrial Printing Processes. | Beatrice Lazzerini, Francesco Pistolesi |
| 2017 | ESANN | Physical activity recognition from sub-bandage sensors using both feature selection and extraction. | Eleonora D'Andrea, Fabio Di Francesco, Valentina Dini, Beatrice Lazzerini, Marco Romanelli, Pietro Salvo |
| 2016 | CEC | A semi-supervised learning-aided evolutionary approach to occupational safety improvement. | Marco Cococcioni, Beatrice Lazzerini, Francesco Pistolesi |
| 2016 | IECON | An ensemble of learning machines for quantitative analysis of bronze alloys. | Eleonora D'Andrea, Beatrice Lazzerini |
| 2016 | IECON | Human factors-based many-objective personnel recruitment for safety-critical work environments. | Beatrice Lazzerini, Francesco Pistolesi |
| 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 |
| 2013 | EUSFLAT | Efficient energy dispatching in smart microgrids using an integration of fuzzy AHP and TOPSIS assisted by linear programming. | Beatrice Lazzerini, Francesco Pistolesi |
| 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 | 24-hour-ahead forecasting of energy production in solar PV systems. | Marco Cococcioni, Eleonora D'Andrea, Beatrice Lazzerini |
| 2011 | ISDA | An intelligent system for detecting faults in photovoltaic fields. | Pietro Ducange, Michela Fazzolari, Beatrice Lazzerini, Francesco Marcelloni |
| 2010 | IJCNN | Rolling element bearing diagnosis using convex hull. | Sara Lioba Volpi, Marco Cococcioni, Beatrice Lazzerini, Dan C. Stefanescu |
| 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 | Automatic Diagnosis of Defects of Rolling Element Bearings Based on Computational Intelligence Techniques. | Marco Cococcioni, Beatrice Lazzerini, Sara Lioba Volpi |
| 2009 | SMC | Rolling Element Bearing Fault Classification Using Soft Computing Techniques. | Beatrice Lazzerini, Marco Cococcioni, Sara Lioba Volpi |
| 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 |
| 1998 | KES | Linguistic modelling based on experimental data. | Beatrice Lazzerini, Adriana Maggiore |
| 1996 | ICTAI | Reasonable Conclusions in Fuzzy Reasoning. | Beatrice Lazzerini, Francesco Marcelloni |
| 1995 | IWANN | EL-SIM: a Development Environment for Neuro-Fuzzy Intelligent Controllers. | Marcello Chiaberge, G. Di Bene, S. Di Pascoli, R. Lambert, Beatrice Lazzerini, Adriana Maggiore, Leonardo Maria Reyneri |