Giorgio Fumera

According to our database, Giorgio Fumera authored at least 119 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Synthetic Data for Video Surveillance Applications of Computer Vision: A Review.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Int. J. Comput. Vis., October, 2024

On the Robustness of Adversarial Training Against Uncertainty Attacks.

Emanuele Ledda, Giovanni Scodeller, Daniele Angioni, Giorgio Piras, Antonio Emanuele Cinà, Giorgio Fumera, Battista Biggio, Fabio Roli

CoRR, 2024

A Risk Estimation Study of Native Code Vulnerabilities in Android Applications.

Silvia Lucia Sanna, Diego Soi, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto

CoRR, 2024

2023

Dropout injection at test time for post hoc uncertainty quantification in neural networks.

Emanuele Ledda, Giorgio Fumera, Fabio Roli

Inf. Sci., October, 2023

Human-in-the-loop cross-domain person re-identification.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Expert Syst. Appl., September, 2023

Trustworthy AI in Video Surveillance: The IMMAGINA Project.

Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli

Proceedings of the Italia Intelligenza Artificiale, 2023

Evaluation of Robustness Metrics for Defense of Machine Learning Systems.

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

Proceedings of the International Conference on Military Communications and Information Systems, 2023

Specialise to Generalise: The Person Re-identification Case.

Lorenzo Putzu, Andrea Loddo, Rita Delussu, Giorgio Fumera

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

BLUES: Before-reLU-EStimates Bayesian Inference for Crowd Counting.

Emanuele Ledda, Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Human-in-the-Loop Person Re-Identification as a Defence Against Adversarial Attacks.

Rita Delussu, Lorenzo Putzu, Emanuele Ledda, Giorgio Fumera

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Adversarial Attacks Against Uncertainty Quantification.

Emanuele Ledda, Daniele Angioni, Giorgio Piras, Giorgio Fumera, Battista Biggio, Fabio Roli

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Scene-specific crowd counting using synthetic training images.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Pattern Recognit., 2022

A Robust SVM Color-Based Food Segmentation Algorithm for the Production Process of a Traditional Carasau Bread.

Katiuscia Mannaro, Matteo Baire, Alessandro Fanti, Matteo Bruno Lodi, Luca Didaci, Alessandro Fedeli, Luisanna Cocco, Andrea Randazzo, Giuseppe Mazzarella, Giorgio Fumera

IEEE Access, 2022

On the Effectiveness of Synthetic Data Sets for Training Person Re-identification Models.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Proceedings of the 26th International Conference on Pattern Recognition, 2022

On the Evaluation of Video-Based Crowd Counting Models.

Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

2021

Microwave Tomography of the Neck with ANNs: Preliminary Results with Simplified Numerical Phantoms.

Chiara Dachena, Alessandro Fedeli, Matteo Pastorino, Andrea Randazzo, Alessandro Fanti, Matteo Bruno Lodi, Giorgio Fumera

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Automatic Myelofibrosis Grading from Silver-Stained Images.

Lorenzo Putzu, Maxim Untesco, Giorgio Fumera

Proceedings of the Computer Analysis of Images and Patterns, 2021

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

Emanuele Ledda, Lorenzo Putzu, Rita Delussu, Andrea Loddo, Giorgio Fumera

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

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

Roghayeh Soleymani, Eric Granger, Giorgio Fumera

Pattern Recognit., 2020

Deep neural rejection against adversarial examples.

Angelo Sotgiu, Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Xiaoyi Feng, Fabio Roli

EURASIP J. Inf. Secur., 2020

An Empirical Evaluation of Cross-scene Crowd Counting Performance.

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

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

Rita Delussu, Lorenzo Putzu, Giorgio Fumera

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

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

Rita Delussu, Lorenzo Putzu, Giorgio Fumera, Fabio Roli

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

DEICTIC: A compositional and declarative gesture description based on hidden markov models.

Alessandro Carcangiu, Lucio Davide Spano, Giorgio Fumera, Fabio Roli

Int. J. Hum. Comput. Stud., 2019

2018

Multi-stage ranking approach for fast person re-identification.

Giorgio Fumera, Fabio Roli

IET Comput. Vis., 2018

Progressive boosting for class imbalance and its application to face re-identification.

Roghayeh Soleymani, Eric Granger, Giorgio Fumera

Expert Syst. Appl., 2018

F-Measure Curves for Visualizing Classifier Performance with Imbalanced Data.

Roghayeh Soleymani, Eric Granger, Giorgio Fumera

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

2017

A parameter randomization approach for constructing classifier ensembles.

Enrica Santucci, Luca Didaci, Giorgio Fumera, Fabio Roli

Pattern Recognit., 2017

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

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Pattern Recognit., 2017

Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems.

Battista Biggio, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Security Evaluation of Pattern Classifiers under Attack.

Battista Biggio, Giorgio Fumera, Fabio Roli

CoRR, 2017

Progressive Boosting for Class Imbalance.

Roghayeh Soleymani, Eric Granger, Giorgio Fumera

CoRR, 2017

Infinity-Norm Support Vector Machines Against Adversarial Label Contamination.

Ambra Demontis, Battista Biggio, Giorgio Fumera, Giorgio Giacinto, Fabio Roli

Proceedings of the First Italian Conference on Cybersecurity (ITASEC17), 2017

Gesture Modelling and Recognition by Integrating Declarative Models and Pattern Recognition Algorithms.

Alessandro Carcangiu, Lucio Davide Spano, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

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

Marco Melis, Ambra Demontis, Battista Biggio, Gavin Brown, Giorgio Fumera, Fabio Roli

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Social Engineering 2.0: A Foundational Work: Invited Paper.

Davide Ariu, Enrico Frumento, Giorgio Fumera

Proceedings of the Computing Frontiers Conference, 2017

2016

Multimodal Person Reidentification Using RGB-D Cameras.

Federico Pala, Riccardo Satta, Giorgio Fumera, Fabio Roli

IEEE Trans. Circuits Syst. Video Technol., 2016

Super-Sparse Learning in Similarity Spaces.

Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Fabio Roli

IEEE Comput. Intell. Mag., 2016

A Multi-Stage Approach for Fast Person Re-identification.

Bahram Lavi, Giorgio Fumera, Fabio Roli

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

On Security and Sparsity of Linear Classifiers for Adversarial Settings.

Ambra Demontis, Paolo Russu, Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

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

Roghayeh Soleymani, Eric Granger, Giorgio Fumera

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

Loss factors for learning Boosting ensembles from imbalanced data.

Roghayeh Soleymani, Eric Granger, Giorgio Fumera

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Secure Kernel Machines against Evasion Attacks.

Paolo Russu, Ambra Demontis, Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security, 2016

An Extended Sparse Classification Framework for Domain Adaptation in Video Surveillance.

Farshad Nourbakhsh, Eric Granger, Giorgio Fumera

Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015

Anti-spoofing, Multimodal.

Gian Luca Marcialis, Battista Biggio, Giorgio Fumera

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Adversarial Biometric Recognition : A review on biometric system security from the adversarial machine-learning perspective.

Battista Biggio, Giorgio Fumera, Paolo Russu, Luca Didaci, Fabio Roli

IEEE Signal Process. Mag., 2015

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

Muhammad Atta Othman Ahmed, Luca Didaci, Giorgio Fumera, Fabio Roli

Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015

Is Feature Selection Secure against Training Data Poisoning?

Huang Xiao, Battista Biggio, Gavin Brown, Giorgio Fumera, Claudia Eckert, Fabio Roli

Proceedings of the 32nd International Conference on Machine Learning, 2015

Fast Image Classification with Reduced Multiclass Support Vector Machines.

Marco Melis, Luca Piras, Battista Biggio, Giorgio Giacinto, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

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

Ambra Demontis, Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Sparse support faces.

Battista Biggio, Marco Melis, Giorgio Fumera, Fabio Roli

Proceedings of the International Conference on Biometrics, 2015

Yet Another Cybersecurity Roadmapping Methodology.

Davide Ariu, Luca Didaci, Giorgio Fumera, Enrico Frumento, Federica Freschi, Giorgio Giacinto, Fabio Roli

Proceedings of the 10th International Conference on Availability, Reliability and Security, 2015

2014

People Search with Textual Queries About Clothing Appearance Attributes.

Riccardo Satta, Federico Pala, Giorgio Fumera, Fabio Roli

Proceedings of the Person Re-Identification, 2014

Multimodal Anti-spoofing in Biometric Recognition Systems.

Giorgio Fumera, Gian Luca Marcialis, Battista Biggio, Fabio Roli, Stephanie A. C. Schuckers

Proceedings of the Handbook of Biometric Anti-Spoofing, 2014

Security Evaluation of PatternClassifiers under Attack.

Battista Biggio, Giorgio Fumera, Fabio Roli

IEEE Trans. Knowl. Data Eng., 2014

Pattern Recognition Systems under Attack: Design Issues and Research Challenges.

Battista Biggio, Giorgio Fumera, Fabio Roli

Int. J. Pattern Recognit. Artif. Intell., 2014

Security Evaluation of Support Vector Machines in Adversarial Environments.

Battista Biggio, Igino Corona, Blaine Nelson, Benjamin I. P. Rubinstein, Davide Maiorca, Giorgio Fumera, Giorgio Giacinto, Fabio Roli

CoRR, 2014

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

Sarunas Raudys, Giorgio Fumera, Aistis Raudys, Ignazio Pillai

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Learning of Multilabel Classifiers.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Multi-label classification with a reject option.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Pattern Recognit., 2013

Threshold optimisation for multi-label classifiers.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Pattern Recognit., 2013

Real-time Appearance-based Person Re-identification Over Multiple KinectTM Cameras.

Riccardo Satta, Federico Pala, Giorgio Fumera, Fabio Roli

Proceedings of the VISAPP 2013, 2013

Diversity in Classifier Ensembles: Fertile Concept or Dead End?

Luca Didaci, Giorgio Fumera, Fabio Roli

Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

Poisoning attacks to compromise face templates.

Battista Biggio, Luca Didaci, Giorgio Fumera, Fabio Roli

Proceedings of the International Conference on Biometrics, 2013

Pattern Recognition Systems under Attack.

Fabio Roli, Battista Biggio, Giorgio Fumera

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012

Fast person re-identification based on dissimilarity representations.

Riccardo Satta, Giorgio Fumera, Fabio Roli

Pattern Recognit. Lett., 2012

Security evaluation of biometric authentication systems under real spoofing attacks.

Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli

IET Biom., 2012

Analysis of Co-training Algorithm with Very Small Training Sets.

Luca Didaci, Giorgio Fumera, Fabio Roli

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Poisoning Adaptive Biometric Systems.

Battista Biggio, Giorgio Fumera, Fabio Roli, Luca Didaci

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Appearance-based people recognition by local dissimilarity representations.

Riccardo Satta, Giorgio Fumera, Fabio Roli

Proceedings of the Multimedia and Security Workshop, 2012

F-measure optimisation in multi-label classifiers.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Evaluation of multimodal biometric score fusion rules under spoof attacks.

Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli

Proceedings of the 5th IAPR International Conference on Biometrics, 2012

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

Riccardo Satta, Giorgio Fumera, Fabio Roli

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Learning sparse kernel machines with biometric similarity functions for identity recognition.

Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

Evaluation of serial and parallel multibiometric systems under spoofing attacks.

Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli

Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011

A survey and experimental evaluation of image spam filtering techniques.

Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli

Pattern Recognit. Lett., 2011

Design of robust classifiers for adversarial environments.

Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the IEEE International Conference on Systems, 2011

Exploiting Dissimilarity Representations for Person Re-identification.

Riccardo Satta, Giorgio Fumera, Fabio Roli

Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011

Classifier Selection Approaches for Multi-label Problems.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks.

Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

A Multiple Component Matching Framework for Person Re-identification.

Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Exploiting Depth Information for Indoor-Outdoor Scene Classification.

Ignazio Pillai, Riccardo Satta, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

A Classification Approach with a Reject Option for Multi-label Problems.

Ignazio Pillai, Giorgio Fumera, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Robustness Evaluation of Biometric Systems under Spoof Attacks.

Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

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

Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli

Proceedings of the International Carnahan Conference on Security Technology, 2011

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

Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli

Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Robustness of multi-modal biometric systems under realistic spoof attacks against all traits.

Zahid Akhtar, Battista Biggio, Giorgio Fumera, Gian Luca Marcialis

Proceedings of the IEEE Workshop on Biometric Measurements and Systems for Security and Medical Applications, 2011

2010

Multiple classifier systems for robust classifier design in adversarial environments.

Battista Biggio, Giorgio Fumera, Fabio Roli

Int. J. Mach. Learn. Cybern., 2010

Multiple Classifier Systems under Attack.

Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

2009

Evade Hard Multiple Classifier Systems.

Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the Applications of Supervised and Unsupervised Ensemble Methods, 2009

Bayesian Linear Combination of Neural Networks.

Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the Innovations in Neural Information Paradigms and Applications, 2009

Multiple Classifier Systems for Adversarial Classification Tasks.

Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

2008

A Theoretical Analysis of Bagging as a Linear Combination of Classifiers.

Giorgio Fumera, Fabio Roli, Alessandra Serrau

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Adversarial Pattern Classification Using Multiple Classifiers and Randomisation.

Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the Structural, 2008

Improving Image Spam Filtering Using Image Text Features.

Giorgio Fumera, Fabio Roli, Battista Biggio, Ignazio Pillai

Proceedings of the CEAS 2008, 2008

2007

Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation.

Manuela Zanda, Gavin Brown, Giorgio Fumera, Fabio Roli

Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Bayesian Analysis of Linear Combiners.

Battista Biggio, Giorgio Fumera, Fabio Roli

Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Image Spam Filtering Using Visual Information.

Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Image Spam Filtering by Content Obscuring Detection.

Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli

Proceedings of the CEAS 2007, 2007

2006

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

Giorgio Fumera, Ignazio Pillai, Fabio Roli

J. Mach. Learn. Res., 2006

2005

A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems.

Giorgio Fumera, Fabio Roli

IEEE Trans. Pattern Anal. Mach. Intell., 2005

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

Giorgio Fumera, Fabio Roli, Alessandra Serrau

Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

2004

Analysis of error-reject trade-off in linearly combined multiple classifiers.

Giorgio Fumera, Fabio Roli

Pattern Recognit., 2004

A Two-Stage Classifier with Reject Option for Text Categorisation.

Giorgio Fumera, Ignazio Pillai, Fabio Roli

Proceedings of the Structural, 2004

2003

Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results.

Giorgio Fumera, Fabio Roli

Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

Classification with reject option in text categorisation systems.

Giorgio Fumera, Ignazio Pillai, Fabio Roli

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

2002

Support Vector Machines with Embedded Reject Option.

Giorgio Fumera, Fabio Roli

Proceedings of the Pattern Recognition with Support Vector Machines, 2002

Performance Analysis and Comparison of Linear Combiners for Classifier Fusion.

Giorgio Fumera, Fabio Roli

Proceedings of the Structural, 2002

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

Fabio Roli, Josef Kittler, Giorgio Fumera, Daniele Muntoni

Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002

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

Fabio Roli, Giorgio Fumera

Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002

Analysis of Error-Reject Trade-off in Linearly Combined Classifiers.

Fabio Roli, Giorgio Fumera, Gianni Vernazza

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

Adaptive Query Shifting for Content-Based Image Retrieval.

Giorgio Giacinto, Fabio Roli, Giorgio Fumera

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001

Error Rejection in Linearly Combined Multiple Classifiers.

Giorgio Fumera, Fabio Roli

Proceedings of the Multiple Classifier Systems, Second International Workshop, 2001

A Method for Error Rejection in Multiple Classifier Systems.

Giorgio Fumera, Fabio Roli, Gianni Vernazza

Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

2000

Reject option with multiple thresholds.

Giorgio Fumera, Fabio Roli, Giorgio Giacinto

Pattern Recognit., 2000

Selection of Classifiers Based on Multiple Classifier Behaviour.

Giorgio Giacinto, Fabio Roli, Giorgio Fumera

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Multiple Reject Thresholds for Improving Classification Reliability.

Giorgio Fumera, Fabio Roli, Giorgio Giacinto

Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Unsupervised Learning of Neural Network Ensembles for Image Classification.

Giorgio Giacinto, Fabio Roli, Giorgio Fumera

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Design of Effective Multiple Classifier Systems by Clustering of Classifiers.

Giorgio Giacinto, Fabio Roli, Giorgio Fumera

Proceedings of the 15th International Conference on Pattern Recognition, 2000