Giorgio Fumera

Gian Luca Marcialis, Giorgio Fumera, Battista Biggio, 2011, 2011 IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications (BIOMS).

Investigating Synthetic Data Sets for Crowd Counting in Cross-scene Scenarios

Giorgio Fumera, Lorenzo Putzu, Rita Delussu, 2020, VISIGRAPP.

Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers

Fabio Roli, Giorgio Fumera, G. Fumera, 2002, Multiple Classifier Systems.

Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation

Fabio Roli, Giorgio Fumera, Alessandra Serrau, 2005, Multiple Classifier Systems.

Security Evaluation of Pattern Classifiers under Attack

Fabio Roli, Giorgio Fumera, Battista Biggio, 2014, IEEE Transactions on Knowledge and Data Engineering.

A General Method for Appearance-Based People Search Based on Textual Queries

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2012, ECCV Workshops.

Diversity in Classifier Ensembles: Fertile Concept or Dead End?

Fabio Roli, Luca Didaci, Giorgio Fumera, 2013, MCS.

Adaptive Query Shifting for Content-Based Image Retrieval

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2001, MLDM.

Robustness of multi-modal biometric verification systems under realistic spoofing attacks

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2011, 2011 International Joint Conference on Biometrics (IJCB).

Spam Filtering Based On The Analysis Of Text Information Embedded Into Images

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2006, J. Mach. Learn. Res..

Classifier Ensembles with Trajectory Under-Sampling for Face Re-Identification

Eric Granger, Giorgio Fumera, Roghayeh Soleymani, 2016, ICPRAM.

A theoretical and experimental analysis of linear combiners for multiple classifier systems

Fabio Roli, Giorgio Fumera, G. Fumera, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A method for error rejection in multiple classifier systems

Fabio Roli, Giorgio Fumera, Gianni Vernazza, 2001, Proceedings 11th International Conference on Image Analysis and Processing.

Sparse support faces

Fabio Roli, Marco Melis, Giorgio Fumera, 2015, 2015 International Conference on Biometrics (ICB).

Super-Sparse Regression for Fast Age Estimation from Faces at Test Time

Fabio Roli, Giorgio Fumera, Battista Biggio, 2015, ICIAP.

Robustness Evaluation of Biometric Systems under Spoof Attacks

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2011, ICIAP.

Design of robust classifiers for adversarial environments

Fabio Roli, Giorgio Fumera, Battista Biggio, 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results

Fabio Roli, Giorgio Fumera, G. Fumera, 2003, Multiple Classifier Systems.

Anti-spoofing: Multimodal

Gian Luca Marcialis, Giorgio Fumera, Battista Biggio, 2015 .

Multimodal Anti-spoofing in Biometric Recognition Systems

Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers, 2014, Handbook of Biometric Anti-Spoofing.

Classification with reject option in text categorisation systems

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2003, 12th International Conference on Image Analysis and Processing, 2003.Proceedings..

Is Deep Learning Safe for Robot Vision? Adversarial Examples Against the iCub Humanoid

Gavin Brown, Fabio Roli, Marco Melis, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Testing Different Learning Strategies on a Simple Connectionist Model of Numerical Fact Retrieval

Giorgio Fumera, Simone Pinna, G. Fumera, 2016 .

Adversarial Pattern Classification Using Multiple Classifiers and Randomisation

Fabio Roli, Giorgio Fumera, Battista Biggio, 2008, SSPR/SPR.

Comparison and combination of adaptive query shifting and feature relevance learning for content-based image retrieval

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2001, Proceedings 11th International Conference on Image Analysis and Processing.

Bayesian Linear Combination of Neural Networks

Fabio Roli, Giorgio Fumera, Battista Biggio, 2009, Innovations in Neural Information Paradigms and Applications.

A Wireless Sensors Network for Monitoring the Carasau Bread Manufacturing Process

Andrea Melis, Giorgio Fumera, Pierluigi Tuveri, 2019 .

Bayesian Analysis of Linear Combiners

Fabio Roli, Giorgio Fumera, Battista Biggio, 2007, MCS.

Error Rejection in Linearly Combined Multiple Classifiers

Fabio Roli, Giorgio Fumera, G. Fumera, 2001, Multiple Classifier Systems.

Multi-label classification with a reject option

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2013, Pattern Recognit..

Learning sparse kernel machines with biometric similarity functions for identity recognition

Fabio Roli, Giorgio Fumera, Battista Biggio, 2012, 2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS).

An Empirical Investigation on the Use of Diversity for Creation of Classifier Ensembles

Fabio Roli, Luca Didaci, Giorgio Fumera, 2015, MCS.

A parameter randomization approach for constructing classifier ensembles

Fabio Roli, Luca Didaci, Giorgio Fumera, 2017, Pattern Recognit..

Exploiting Depth Information for Indoor-Outdoor Scene Classification

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2011, ICIAP.

Fast Image Classification with Reduced Multiclass Support Vector Machines

Fabio Roli, Marco Melis, Giorgio Fumera, 2015, ICIAP.

An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems

Josef Kittler, Fabio Roli, Giorgio Fumera, 2002, Multiple Classifier Systems.

Design of effective multiple classifier systems by clustering of classifiers

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Fast appearance-based Person Re-Identification and Retrieval using Dissimilarity Representations

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2012 .

Exploiting Dissimilarity Representations for Person Re-identification

Fabio Roli, Giorgio Fumera, Riccardo Satta, 2011, SIMBAD.

Secure Kernel Machines against Evasion Attacks

Fabio Roli, Giorgio Fumera, Battista Biggio, 2016, AISec@CCS.

F-measure curves: A tool to visualize classifier performance under imbalance

Giorgio Fumera, Eric Granger, Roghayeh Soleymani, 2020, Pattern Recognit..

Security Evaluation of Support Vector Machines in Adversarial Environments pdf

Fabio Roli, Blaine Nelson, Benjamin I. P. Rubinstein, 2014, ArXiv.

Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2011, MCS.

Robustness analysis of likelihood ratio score fusion rule for multimodal biometric systems under spoof attacks

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2011, 2011 Carnahan Conference on Security Technology.

Designing multi-label classifiers that maximize F measures: State of the art

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2017, Pattern Recognit..

A Multiple Component Matching Framework for Person Re-identification

Fabio Roli, Vittorio Murino, Giorgio Fumera, 2011, ICIAP.

Pattern Recognition Systems under Attack: Design Issues and Research Challenges

Fabio Roli, Giorgio Fumera, Battista Biggio, 2014, Int. J. Pattern Recognit. Artif. Intell..

Yet Another Cybersecurity Roadmapping Methodology

Fabio Roli, Luca Didaci, Giorgio Fumera, 2015, 2015 10th International Conference on Availability, Reliability and Security.

Loss factors for learning Boosting ensembles from imbalanced data

Eric Granger, Giorgio Fumera, Roghayeh Soleymani, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

F-measure optimisation in multi-label classifiers

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Learning of Multilabel Classifiers

Fabio Roli, Giorgio Fumera, Ignazio Pillai, 2014, 2014 22nd International Conference on Pattern Recognition.

Reject option with multiple thresholds

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2000, Pattern Recognit..

A Multi-Stage Approach for Fast Person Re-identification

Fabio Roli, Giorgio Fumera, Bahram Lavi, 2016, S+SSPR.

Anti-spoofing, Multimodal

Gian Luca Marcialis, Giorgio Fumera, Battista Biggio, 2015, Encyclopedia of Biometrics.

An Empirical Evaluation of Cross-scene Crowd Counting Performance

Giorgio Fumera, Lorenzo Putzu, Rita Delussu, 2020, VISIGRAPP.

Deep neural rejection against adversarial examples

Fabio Roli, Marco Melis, Giorgio Fumera, 2020, EURASIP J. Inf. Secur..

Super-Sparse Learning in Similarity Spaces

Fabio Roli, Marco Melis, Giorgio Fumera, 2016, IEEE Computational Intelligence Magazine.

Multiple Reject Thresholds for Improving Classification Reliability

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2000, SSPR/SPR.

Poisoning Adaptive Biometric Systems

Fabio Roli, Luca Didaci, Giorgio Fumera, 2012, SSPR/SPR.

Sample Size Issues in the Choice between the Best Classifier and Fusion by Trainable Combiners

Aistis Raudys, Giorgio Fumera, Sarunas Raudys, 2014, IDEAL.

Social Engineering 2.0: A Foundational Work: Invited Paper

Giorgio Fumera, Davide Ariu, Enrico Frumento, 2017, Conf. Computing Frontiers.

Multiple Classifier Systems under Attack

Fabio Roli, Giorgio Fumera, Battista Biggio, 2010, MCS.

Unsupervised learning of neural network ensembles for image classification

Fabio Roli, Giorgio Fumera, Giorgio Giacinto, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

Is Feature Selection Secure against Training Data Poisoning?

Claudia Eckert, Gavin Brown, Fabio Roli, 2015, ICML.

Analysis of Co-training Algorithm with Very Small Training Sets

Fabio Roli, Luca Didaci, Giorgio Fumera, 2012, SSPR/SPR.

Evaluation of multimodal biometric score fusion rules under spoof attacks

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2012, 2012 5th IAPR International Conference on Biometrics (ICB).

Improving Image Spam Filtering Using Image Text Features

Fabio Roli, Giorgio Fumera, Battista Biggio, 2008, CEAS.

Cost-sensitive Learning in Support Vector Machines

Fabio Roli, Giorgio Fumera, G. Fumera, 2002 .

An Extended Sparse Classification Framework for Domain Adaptation in Video Surveillance

Eric Granger, Giorgio Fumera, Farshad Nourbakhsh, 2016, ACCV Workshops.

Image Spam Filtering Using Visual Information

Fabio Roli, Giorgio Fumera, Battista Biggio, 2007, 14th International Conference on Image Analysis and Processing (ICIAP 2007).

Evaluation of serial and parallel multibiometric systems under spoofing attacks

Gian Luca Marcialis, Fabio Roli, Giorgio Fumera, 2012, 2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS).

Online Domain Adaptation for Person Re-Identification with a Human in the Loop

Fabio Roli, Giorgio Fumera, Lorenzo Putzu, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

Automatic Myelofibrosis Grading from Silver-Stained Images

Giorgio Fumera, Lorenzo Putzu, Maxim Untesco, 2021, CAIP.

How Realistic Should Synthetic Images Be for Training Crowd Counting Models?

Giorgio Fumera, Andrea Loddo, Lorenzo Putzu, 2021, CAIP.

Multimodal biometric identification system based on face and fingerprint

Giorgio Fumera, Mossaad Ben Ayed, G. Fumera, 2013 .