Giorgio Fumera

135 papers A* 1B 9C 2Misc 3Journal 46Unranked 69
YearRankTypeTitle / Venue / Authors
2026 — conf
Graph-Based Modelling of the Italian Criminal Code as a Knowledge Base for AI-Assisted Inference.
ITASEC/SERICS
Samuele Yves Cerini, Nicola Deidda, Yilian Huang, Sara Lilli, Luca Lobascio, Lavinia Russo, Maria Vittoria Zucca, Giorgio Fumera, Giorgio Giacinto, Paolo Prinetto, Salvatore Marsocci
2026 — conf
Integrating Human-in-the-Loop AI Systems in the Italian Judicial System.
ITASEC/SERICS
Samuele Yves Cerini, Nicola Deidda, Sara Lilli, Maria Vittoria Zucca, Giorgio Fumera, Giorgio Giacinto, Paolo Prinetto, Salvatore Marsocci
2026 J jnl
On the robustness of adversarial training against uncertainty attacks.
Pattern Recognit.
Emanuele Ledda, Giovanni Scodeller, Daniele Angioni, Giorgio Piras, Antonio Emanuele Cinà, Giorgio Fumera, Battista Biggio, Fabio Roli
2025 — conf
On the Robustness of Vehicles Localisation Methods from Aerial Images.
ICIAP (Workshops 2)
Alberto Filia, Lorenzo Putzu, Rita Delussu, Giorgio Fumera
2025 J jnl
Synthetic data sets for person Re-Identification: A critical analysis.
Image Vis. Comput.
Rita Delussu, Lorenzo Putzu, Fadi Boutros, Carmen Bisogni, Naser Damer, Giorgio Fumera
2024 J jnl
A Risk Estimation Study of Native Code Vulnerabilities in Android Applications.
CoRR
Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto
2024 J jnl
A risk estimation study of native code vulnerabilities in Android applications.
J. Cybersecur.
Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto
2024 — conf
Guidelines for Query and Gallery Image Extraction in Person Re-identification Systems.
ECCV Workshops (13)
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
2024 J jnl
On the Robustness of Adversarial Training Against Uncertainty Attacks.
CoRR
Emanuele Ledda, Giovanni Scodeller, Daniele Angioni, Giorgio Piras, Antonio Emanuele Cinà, Giorgio Fumera, Battista Biggio, Fabio Roli
2024 J jnl
Synthetic Data for Video Surveillance Applications of Computer Vision: A Review.
Int. J. Comput. Vis.
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
2023 — conf
Adversarial Attacks Against Uncertainty Quantification.
ICCV (Workshops)
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
2023 J jnl
Adversarial Attacks Against Uncertainty Quantification.
CoRR
Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli
2023 — conf
BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting.
ICIAP (2)
Emanuele Ledda, Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli
2023 J jnl
Dropout Injection at Test Time for Post Hoc Uncertainty Quantification in Neural Networks.
CoRR
Emanuele Ledda, Giorgio Fumera, Fabio Roli
2023 J jnl
Dropout injection at test time for post hoc uncertainty quantification in neural networks.
Inf. Sci.
Emanuele Ledda, Giorgio Fumera, Fabio Roli
2023 — conf
Evaluation of Robustness Metrics for Defense of Machine Learning Systems.
ICMCIS
J. DeMarchi, R. Rijken, J. Melrose, B. Madahar, Giorgio Fumera, Fabio Roli, Emanuele Ledda, Metin Aktas, Frank Kurth, Paul M. Baggenstoss, Björn Pelzer, L. Kanestad
2023 — conf
Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks.
ICIAP Workshops (1)
Rita Delussu, Lorenzo Putzu, Emanuele Ledda, Giorgio Fumera
2023 J jnl
Human-in-the-loop cross-domain person re-identification.
Expert Syst. Appl.
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
2023 — conf
Specialise to Generalise: The Person Re-identification Case.
ICIAP (2)
Lorenzo Putzu, Andrea Loddo, Rita Delussu, Giorgio Fumera
2023 — conf
Trustworthy AI in Video Surveillance: The IMMAGINA Project.
Ital-IA
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli
2022 J jnl
A Robust SVM Color-Based Food Segmentation Algorithm for the Production Process of a Traditional Carasau Bread.
IEEE Access
Katiuscia Mannaro, Matteo Baire, Alessandro Fanti, Matteo Bruno Lodi, Luca Didaci, Alessandro Fedeli, Luisanna Cocco, Andrea Randazzo, Giuseppe Mazzarella, Giorgio Fumera
2022 B conf
On the Effectiveness of Synthetic Data Sets for Training Person Re-identification Models.
ICPR
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
2022 — conf
On the Evaluation of Video-Based Crowd Counting Models.
ICIAP (3)
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli
2022 J jnl
Scene-specific crowd counting using synthetic training images.
Pattern Recognit.
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
2021 — conf
Automatic Myelofibrosis Grading from Silver-Stained Images.
CAIP (1)
Lorenzo Putzu, Maxim Untesco, Giorgio Fumera
2021 — conf
How Realistic Should Synthetic Images Be for Training Crowd Counting Models?
CAIP (2)
Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Andrea Loddo, Giorgio Fumera
2021 — conf
Microwave Tomography of the Neck with ANNs: Preliminary Results with Simplified Numerical Phantoms.
IST
Chiara Dachena, Alessandro Fedeli, Matteo Pastorino, Andrea Randazzo, Alessandro Fanti, Matteo Bruno Lodi, Giorgio Fumera
2020 — conf
An Empirical Evaluation of Cross-scene Crowd Counting Performance.
VISIGRAPP (4: VISAPP)
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
2020 J jnl
Deep neural rejection against adversarial examples.
EURASIP J. Inf. Secur.
Angelo Sotgiu, Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Xiaoyi Feng, Fabio Roli
2020 J jnl
F-measure curves: A tool to visualize classifier performance under imbalance.
Pattern Recognit.
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
2020 — conf
Investigating Synthetic Data Sets for Crowd Counting in Cross-scene Scenarios.
VISIGRAPP (4: VISAPP)
Rita Delussu, Lorenzo Putzu, Giorgio Fumera
2020 B conf
Online Domain Adaptation for Person Re-Identification with a Human in the Loop.
ICPR
Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli
2019 J jnl
DEICTIC: A compositional and declarative gesture description based on hidden markov models.
Int. J. Hum. Comput. Stud.
Alessandro Carcangiu, Lucio Davide Spano, Giorgio Fumera, Fabio Roli
2019 J jnl
Deep Neural Rejection against Adversarial Examples.
CoRR
Angelo Sotgiu, Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Xiaoyi Feng, Fabio Roli
2018 — conf
F-Measure Curves for Visualizing Classifier Performance with Imbalanced Data.
ANNPR
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
2018 J jnl
Is feature selection secure against training data poisoning?
CoRR
Huang Xiao, Battista Biggio, Gavin Brown, Giorgio Fumera, Claudia Eckert, Fabio Roli
2018 J jnl
Multi-stage ranking approach for fast person re-identification.
IET Comput. Vis.
Giorgio Fumera, Fabio Roli
2018 J jnl
Progressive boosting for class imbalance and its application to face re-identification.
Expert Syst. Appl.
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
2017 J jnl
A parameter randomization approach for constructing classifier ensembles.
Pattern Recognit.
Enrica Santucci, Luca Didaci, Giorgio Fumera, Fabio Roli
2017 J jnl
Designing multi-label classifiers that maximize F measures: State of the art.
Pattern Recognit.
Ignazio Pillai, Giorgio Fumera, Fabio Roli
2017 — conf
Gesture Modelling and Recognition by Integrating Declarative Models and Pattern Recognition Algorithms.
ICIAP (1)
Alessandro Carcangiu, Lucio Davide Spano, Giorgio Fumera, Fabio Roli
2017 — conf
Infinity-Norm Support Vector Machines Against Adversarial Label Contamination.
ITASEC
Ambra Demontis, Battista Biggio, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
2017 — conf
Is Deep Learning Safe for Robot Vision? Adversarial Examples Against the iCub Humanoid.
ICCV Workshops
Marco Melis, Ambra Demontis, Battista Biggio, Gavin Brown, Giorgio Fumera, Fabio Roli
2017 J jnl
Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid.
CoRR
Marco Melis, Ambra Demontis, Battista Biggio, Gavin Brown, Giorgio Fumera, Fabio Roli
2017 J jnl
On Security and Sparsity of Linear Classifiers for Adversarial Settings.
CoRR
Ambra Demontis, Paolo Russu, Battista Biggio, Giorgio Fumera, Fabio Roli
2017 J jnl
Progressive Boosting for Class Imbalance.
CoRR
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
2017 J jnl
Security Evaluation of Pattern Classifiers under Attack.
CoRR
Battista Biggio, Giorgio Fumera, Fabio Roli
2017 — conf
Social Engineering 2.0: A Foundational Work: Invited Paper.
Conf. Computing Frontiers
Davide Ariu, Enrico Frumento, Giorgio Fumera
2017 J jnl
Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems.
IEEE Trans. Pattern Anal. Mach. Intell.
Battista Biggio, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2017 J jnl
Super-sparse Learning in Similarity Spaces.
CoRR
Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Fabio Roli
2016 — conf
A Multi-Stage Approach for Fast Person Re-identification.
S+SSPR
Bahram Lavi, Giorgio Fumera, Fabio Roli
2016 — conf
An Extended Sparse Classification Framework for Domain Adaptation in Video Surveillance.
ACCV Workshops (3)
Farshad Nourbakhsh, Eric Granger, Giorgio Fumera
2016 C conf
Classifier Ensembles with Trajectory Under-Sampling for Face Re-Identification.
ICPRAM
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
2016 B conf
Loss factors for learning Boosting ensembles from imbalanced data.
ICPR
Roghayeh Soleymani, Eric Granger, Giorgio Fumera
2016 J jnl
Multimodal Person Reidentification Using RGB-D Cameras.
IEEE Trans. Circuits Syst. Video Technol.
Federico Pala, Riccardo Satta, Giorgio Fumera, Fabio Roli
2016 — conf
On Security and Sparsity of Linear Classifiers for Adversarial Settings.
S+SSPR
Ambra Demontis, Paolo Russu, Battista Biggio, Giorgio Fumera, Fabio Roli
2016 — conf
Secure Kernel Machines against Evasion Attacks.
AISec@CCS
Paolo Russu, Ambra Demontis, Battista Biggio, Giorgio Fumera, Fabio Roli
2016 J jnl
Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems.
CoRR
Battista Biggio, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2016 J jnl
Super-Sparse Learning in Similarity Spaces.
IEEE Comput. Intell. Mag.
Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Fabio Roli
2015 J jnl
Adversarial Biometric Recognition : A review on biometric system security from the adversarial machine-learning perspective.
IEEE Signal Process. Mag.
Battista Biggio, Giorgio Fumera, Paolo Russu, Luca Didaci, Fabio Roli
2015 — conf
An Empirical Investigation on the Use of Diversity for Creation of Classifier Ensembles.
MCS
Muhammad Atta Othman Ahmed, Luca Didaci, Giorgio Fumera, Fabio Roli
2015 — ch.
Anti-spoofing, Multimodal.
Encyclopedia of Biometrics
Gian Luca Marcialis, Battista Biggio, Giorgio Fumera
2015 — conf
Fast Image Classification with Reduced Multiclass Support Vector Machines.
ICIAP (2)
Marco Melis, Luca Piras, Battista Biggio, Giorgio Giacinto, Giorgio Fumera, Fabio Roli
2015 A* conf
Is Feature Selection Secure against Training Data Poisoning?
ICML
Huang Xiao, Battista Biggio, Gavin Brown, Giorgio Fumera, Claudia Eckert, Fabio Roli
2015 — conf
Sparse support faces.
ICB
Battista Biggio, Marco Melis, Giorgio Fumera, Fabio Roli
2015 — conf
Super-Sparse Regression for Fast Age Estimation from Faces at Test Time.
ICIAP (2)
Ambra Demontis, Battista Biggio, Giorgio Fumera, Fabio Roli
2015 B conf
Yet Another Cybersecurity Roadmapping Methodology.
ARES
Davide Ariu, Luca Didaci, Giorgio Fumera, Enrico Frumento, Federica Freschi, Giorgio Giacinto, Fabio Roli
2014 B conf
Learning of Multilabel Classifiers.
ICPR
Ignazio Pillai, Giorgio Fumera, Fabio Roli
2014 — ch.
Multimodal Anti-spoofing in Biometric Recognition Systems.
Handbook of Biometric Anti-Spoofing
Giorgio Fumera, Gian Luca Marcialis, Battista Biggio, Fabio Roli, Stephanie A. C. Schuckers
2014 J jnl
Pattern Recognition Systems under Attack: Design Issues and Research Challenges.
Int. J. Pattern Recognit. Artif. Intell.
Battista Biggio, Giorgio Fumera, Fabio Roli
2014 — ch.
People Search with Textual Queries About Clothing Appearance Attributes.
Person Re-Identification
Riccardo Satta, Federico Pala, Giorgio Fumera, Fabio Roli
2014 C conf
Sample Size Issues in the Choice between the Best Classifier and Fusion by Trainable Combiners.
IDEAL
Sarunas Raudys, Giorgio Fumera, Aistis Raudys, Ignazio Pillai
2014 J jnl
Security Evaluation of PatternClassifiers under Attack.
IEEE Trans. Knowl. Data Eng.
Battista Biggio, Giorgio Fumera, Fabio Roli
2014 J jnl
Security Evaluation of Support Vector Machines in Adversarial Environments.
CoRR
Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
2013 — conf
Diversity in Classifier Ensembles: Fertile Concept or Dead End?
MCS
Luca Didaci, Giorgio Fumera, Fabio Roli
2013 J jnl
Multi-label classification with a reject option.
Pattern Recognit.
Ignazio Pillai, Giorgio Fumera, Fabio Roli
2013 — conf
Pattern Recognition Systems under Attack.
CIARP (1)
Fabio Roli, Battista Biggio, Giorgio Fumera
2013 — conf
Poisoning attacks to compromise face templates.
ICB
Battista Biggio, Luca Didaci, Giorgio Fumera, Fabio Roli
2013 — conf
Real-time Appearance-based Person Re-identification Over Multiple KinectTM Cameras.
VISAPP (2)
Riccardo Satta, Federico Pala, Giorgio Fumera, Fabio Roli
2013 J jnl
Threshold optimisation for multi-label classifiers.
Pattern Recognit.
Ignazio Pillai, Giorgio Fumera, Fabio Roli
2012 — conf
A General Method for Appearance-Based People Search Based on Textual Queries.
ECCV Workshops (1)
Riccardo Satta, Giorgio Fumera, Fabio Roli
2012 — conf
Analysis of Co-training Algorithm with Very Small Training Sets.
SSPR/SPR
Luca Didaci, Giorgio Fumera, Fabio Roli
2012 — conf
Appearance-based people recognition by local dissimilarity representations.
MM&Sec
Riccardo Satta, Giorgio Fumera, Fabio Roli
2012 — conf
Evaluation of multimodal biometric score fusion rules under spoof attacks.
ICB
Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2012 — conf
Evaluation of serial and parallel multibiometric systems under spoofing attacks.
BTAS
Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2012 B conf
F-measure optimisation in multi-label classifiers.
ICPR
Ignazio Pillai, Giorgio Fumera, Fabio Roli
2012 J jnl
Fast person re-identification based on dissimilarity representations.
Pattern Recognit. Lett.
Riccardo Satta, Giorgio Fumera, Fabio Roli
2012 — conf
Learning sparse kernel machines with biometric similarity functions for identity recognition.
BTAS
Battista Biggio, Giorgio Fumera, Fabio Roli
2012 — conf
Poisoning Adaptive Biometric Systems.
SSPR/SPR
Battista Biggio, Giorgio Fumera, Fabio Roli, Luca Didaci
2012 J jnl
Security evaluation of biometric authentication systems under real spoofing attacks.
IET Biom.
Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2011 — conf
A Classification Approach with a Reject Option for Multi-label Problems.
ICIAP (1)
Ignazio Pillai, Giorgio Fumera, Fabio Roli
2011 J jnl
A Multiple Component Matching Framework for Person Re-Identification
CoRR
Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino
2011 — conf
A Multiple Component Matching Framework for Person Re-identification.
ICIAP (2)
Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino
2011 J jnl
A survey and experimental evaluation of image spam filtering techniques.
Pattern Recognit. Lett.
Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli
2011 — conf
Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks.
MCS
Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli
2011 — conf
Classifier Selection Approaches for Multi-label Problems.
MCS
Ignazio Pillai, Giorgio Fumera, Fabio Roli
2011 B conf
Design of robust classifiers for adversarial environments.
SMC
Battista Biggio, Giorgio Fumera, Fabio Roli
2011 — conf
Exploiting Depth Information for Indoor-Outdoor Scene Classification.
ICIAP (2)
Ignazio Pillai, Riccardo Satta, Giorgio Fumera, Fabio Roli
2011 — conf
Exploiting Dissimilarity Representations for Person Re-identification.
SIMBAD
Riccardo Satta, Giorgio Fumera, Fabio Roli
2011 — conf
Robustness Evaluation of Biometric Systems under Spoof Attacks.
ICIAP (1)
Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2011 — conf
Robustness analysis of likelihood ratio score fusion rule for multimodal biometric systems under spoof attacks.
ICCST
Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2011 — conf
Robustness of multi-modal biometric systems under realistic spoof attacks against all traits.
BioMS
Zahid Akhtar, Battista Biggio, Giorgio Fumera, Gian Luca Marcialis
2011 B conf
Robustness of multi-modal biometric verification systems under realistic spoofing attacks.
IJCB
Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2010 — conf
Multiple Classifier Systems under Attack.
MCS
Battista Biggio, Giorgio Fumera, Fabio Roli
2010 J jnl
Multiple classifier systems for robust classifier design in adversarial environments.
Int. J. Mach. Learn. Cybern.
Battista Biggio, Giorgio Fumera, Fabio Roli
2009 — ch.
Bayesian Linear Combination of Neural Networks.
Innovations in Neural Information Paradigms and Applications
Battista Biggio, Giorgio Fumera, Fabio Roli
2009 — ch.
Evade Hard Multiple Classifier Systems.
Applications of Supervised and Unsupervised Ensemble Methods
Battista Biggio, Giorgio Fumera, Fabio Roli
2009 — conf
Multiple Classifier Systems for Adversarial Classification Tasks.
MCS
Battista Biggio, Giorgio Fumera, Fabio Roli
2008 J jnl
A Theoretical Analysis of Bagging as a Linear Combination of Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell.
Giorgio Fumera, Fabio Roli, Alessandra Serrau
2008 — conf
Adversarial Pattern Classification Using Multiple Classifiers and Randomisation.
SSPR/SPR
Battista Biggio, Giorgio Fumera, Fabio Roli
2008 — conf
Improving Image Spam Filtering Using Image Text Features.
CEAS
Giorgio Fumera, Fabio Roli, Battista Biggio, Ignazio Pillai
2007 — conf
Bayesian Analysis of Linear Combiners.
MCS
Battista Biggio, Giorgio Fumera, Fabio Roli
2007 — conf
Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation.
MCS
Manuela Zanda, Gavin Brown, Giorgio Fumera, Fabio Roli
2007 Misc conf
Image Spam Filtering Using Visual Information.
ICIAP
Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli
2007 — conf
Image Spam Filtering by Content Obscuring Detection.
CEAS
Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli
2006 J jnl
Spam Filtering Based On The Analysis Of Text Information Embedded Into Images.
J. Mach. Learn. Res.
Giorgio Fumera, Ignazio Pillai, Fabio Roli
2005 J jnl
A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems.
IEEE Trans. Pattern Anal. Mach. Intell.
Giorgio Fumera, Fabio Roli
2005 — conf
Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation.
Multiple Classifier Systems
Giorgio Fumera, Fabio Roli, Alessandra Serrau
2004 — conf
A Two-Stage Classifier with Reject Option for Text Categorisation.
SSPR/SPR
Giorgio Fumera, Ignazio Pillai, Fabio Roli
2004 J jnl
Analysis of error-reject trade-off in linearly combined multiple classifiers.
Pattern Recognit.
Giorgio Fumera, Fabio Roli
2003 Misc conf
Classification with reject option in text categorisation systems.
ICIAP
Giorgio Fumera, Ignazio Pillai, Fabio Roli
2003 — conf
Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results.
Multiple Classifier Systems
Giorgio Fumera, Fabio Roli
2002 — conf
An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems.
Multiple Classifier Systems
Fabio Roli, Josef Kittler, Giorgio Fumera, Daniele Muntoni
2002 — conf
Analysis of Error-Reject Trade-off in Linearly Combined Classifiers.
ICPR (2)
Fabio Roli, Giorgio Fumera, Gianni Vernazza
2002 — conf
Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers.
Multiple Classifier Systems
Fabio Roli, Giorgio Fumera
2002 — conf
Performance Analysis and Comparison of Linear Combiners for Classifier Fusion.
SSPR/SPR
Giorgio Fumera, Fabio Roli
2002 — conf
Support Vector Machines with Embedded Reject Option.
SVM
Giorgio Fumera, Fabio Roli
2001 Misc conf
A Method for Error Rejection in Multiple Classifier Systems.
ICIAP
Giorgio Fumera, Fabio Roli, Gianni Vernazza
2001 — conf
Adaptive Query Shifting for Content-Based Image Retrieval.
MLDM
Giorgio Giacinto, Fabio Roli, Giorgio Fumera
2001 — conf
Error Rejection in Linearly Combined Multiple Classifiers.
Multiple Classifier Systems
Giorgio Fumera, Fabio Roli
2000 B conf
Design of Effective Multiple Classifier Systems by Clustering of Classifiers.
ICPR
Giorgio Giacinto, Fabio Roli, Giorgio Fumera
2000 — conf
Multiple Reject Thresholds for Improving Classification Reliability.
SSPR/SPR
Giorgio Fumera, Fabio Roli, Giorgio Giacinto
2000 J jnl
Reject option with multiple thresholds.
Pattern Recognit.
Giorgio Fumera, Fabio Roli, Giorgio Giacinto
2000 — conf
Selection of Classifiers Based on Multiple Classifier Behaviour.
SSPR/SPR
Giorgio Giacinto, Fabio Roli, Giorgio Fumera
2000 — conf
Unsupervised Learning of Neural Network Ensembles for Image Classification.
IJCNN (3)
Giorgio Giacinto, Fabio Roli, Giorgio Fumera