| 2025 | ICIAP | On the Robustness of Vehicles Localisation Methods from Aerial Images. | Alberto Filia, Lorenzo Putzu, Rita Delussu, Giorgio Fumera |
| 2024 | ECCV | Guidelines for Query and Gallery Image Extraction in Person Re-identification Systems. | Rita Delussu, Lorenzo Putzu, Giorgio Fumera |
| 2023 | ICIAP | Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks. | Rita Delussu, Lorenzo Putzu, Emanuele Ledda, Giorgio Fumera |
| 2023 | ICIAP | BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting. | Emanuele Ledda, Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli |
| 2023 | ICIAP | Specialise to Generalise: The Person Re-identification Case. | Lorenzo Putzu, Andrea Loddo, Rita Delussu, Giorgio Fumera |
| 2022 | ICIAP | On the Evaluation of Video-Based Crowd Counting Models. | Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli |
| 2022 | ICPR | On the Effectiveness of Synthetic Data Sets for Training Person Re-identification Models. | Rita Delussu, Lorenzo Putzu, Giorgio Fumera |
| 2021 | CAIP | How Realistic Should Synthetic Images Be for Training Crowd Counting Models? | Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Andrea Loddo, Giorgio Fumera |
| 2021 | CAIP | Automatic Myelofibrosis Grading from Silver-Stained Images. | Lorenzo Putzu, Maxim Untesco, Giorgio Fumera |
| 2020 | ICPR | Online Domain Adaptation for Person Re-Identification with a Human in the Loop. | Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli |
| 2017 | ICIAP | Gesture Modelling and Recognition by Integrating Declarative Models and Pattern Recognition Algorithms. | Alessandro Carcangiu, Lucio Davide Spano, Giorgio Fumera, Fabio Roli |
| 2016 | ACCV | An Extended Sparse Classification Framework for Domain Adaptation in Video Surveillance. | Farshad Nourbakhsh, Eric Granger, Giorgio Fumera |
| 2016 | CCS | Secure Kernel Machines against Evasion Attacks. | Paolo Russu, Ambra Demontis, Battista Biggio, Giorgio Fumera, Fabio Roli |
| 2016 | ICPR | Loss factors for learning Boosting ensembles from imbalanced data. | Roghayeh Soleymani, Eric Granger, Giorgio Fumera |
| 2016 | ICPRAM | Classifier Ensembles with Trajectory Under-Sampling for Face Re-Identification. | Roghayeh Soleymani, Eric Granger, Giorgio Fumera |
| 2016 | SSPR | On Security and Sparsity of Linear Classifiers for Adversarial Settings. | Ambra Demontis, Paolo Russu, Battista Biggio, Giorgio Fumera, Fabio Roli |
| 2016 | SSPR | A Multi-Stage Approach for Fast Person Re-identification. | Bahram Lavi, Giorgio Fumera, Fabio Roli |
| 2015 | ICIAP | Super-Sparse Regression for Fast Age Estimation from Faces at Test Time. | Ambra Demontis, Battista Biggio, Giorgio Fumera, Fabio Roli |
| 2015 | ICIAP | Fast Image Classification with Reduced Multiclass Support Vector Machines. | Marco Melis, Luca Piras, Battista Biggio, Giorgio Giacinto, Giorgio Fumera, Fabio Roli |
| 2015 | ICML | Is Feature Selection Secure against Training Data Poisoning? | Huang Xiao, Battista Biggio, Gavin Brown, Giorgio Fumera, Claudia Eckert, Fabio Roli |
| 2014 | ICPR | Learning of Multilabel Classifiers. | Ignazio Pillai, Giorgio Fumera, Fabio Roli |
| 2014 | IDEAL | Sample Size Issues in the Choice between the Best Classifier and Fusion by Trainable Combiners. | Sarunas Raudys, Giorgio Fumera, Aistis Raudys, Ignazio Pillai |
| 2013 | CIARP | Pattern Recognition Systems under Attack. | Fabio Roli, Battista Biggio, Giorgio Fumera |
| 2012 | ECCV | A General Method for Appearance-Based People Search Based on Textual Queries. | Riccardo Satta, Giorgio Fumera, Fabio Roli |
| 2012 | ICPR | F-measure optimisation in multi-label classifiers. | Ignazio Pillai, Giorgio Fumera, Fabio Roli |
| 2012 | SSPR | Poisoning Adaptive Biometric Systems. | Battista Biggio, Giorgio Fumera, Fabio Roli, Luca Didaci |
| 2012 | SSPR | Analysis of Co-training Algorithm with Very Small Training Sets. | Luca Didaci, Giorgio Fumera, Fabio Roli |
| 2011 | ICIAP | Robustness Evaluation of Biometric Systems under Spoof Attacks. | Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli |
| 2011 | ICIAP | A Classification Approach with a Reject Option for Multi-label Problems. | Ignazio Pillai, Giorgio Fumera, Fabio Roli |
| 2011 | ICIAP | Exploiting Depth Information for Indoor-Outdoor Scene Classification. | Ignazio Pillai, Riccardo Satta, Giorgio Fumera, Fabio Roli |
| 2011 | ICIAP | A Multiple Component Matching Framework for Person Re-identification. | Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino |
| 2011 | SMC | Design of robust classifiers for adversarial environments. | Battista Biggio, Giorgio Fumera, Fabio Roli |
| 2008 | SSPR | Adversarial Pattern Classification Using Multiple Classifiers and Randomisation. | Battista Biggio, Giorgio Fumera, Fabio Roli |
| 2007 | ICIAP | Image Spam Filtering Using Visual Information. | Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli |
| 2004 | SSPR | A Two-Stage Classifier with Reject Option for Text Categorisation. | Giorgio Fumera, Ignazio Pillai, Fabio Roli |
| 2003 | ICIAP | Classification with reject option in text categorisation systems. | Giorgio Fumera, Ignazio Pillai, Fabio Roli |
| 2002 | ICPR | Analysis of Error-Reject Trade-off in Linearly Combined Classifiers. | Fabio Roli, Giorgio Fumera, Gianni Vernazza |
| 2002 | SSPR | Performance Analysis and Comparison of Linear Combiners for Classifier Fusion. | Giorgio Fumera, Fabio Roli |
| 2001 | ICIAP | A Method for Error Rejection in Multiple Classifier Systems. | Giorgio Fumera, Fabio Roli, Gianni Vernazza |
| 2000 | ICPR | Design of Effective Multiple Classifier Systems by Clustering of Classifiers. | Giorgio Giacinto, Fabio Roli, Giorgio Fumera |
| 2000 | IJCNN | Unsupervised Learning of Neural Network Ensembles for Image Classification. | Giorgio Giacinto, Fabio Roli, Giorgio Fumera |
| 2000 | SSPR | Multiple Reject Thresholds for Improving Classification Reliability. | Giorgio Fumera, Fabio Roli, Giorgio Giacinto |
| 2000 | SSPR | Selection of Classifiers Based on Multiple Classifier Behaviour. | Giorgio Giacinto, Fabio Roli, Giorgio Fumera |