Publications

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P. Tuveri, Mura, V., Marcialis, G. L., and Roli, F., A classification-selection approach for self updating of face verification systems under stringent storage and computational requirements, in 18th IAPR Int. Conf. on Image Analysis and Processing (ICIAP), 2015, vol. 9280, pp. 540-550. (408.79 KB)
I. Pillai, Fumera, G., and Roli, F., Classifier Selection Approaches for Multi-label Problems, in 10th Int. Workshop on Multiple Classifier Systems (MCS 2011), Naples, 2011. (282.8 KB)
F. Roli, Giacinto, G., and Serpico, S. B., Classifier Fusion for Multisensor Image Recognition, in Image and Signal Processing for Remote Sensing VI, 2001, Sebastiano B. Serpico., vol. 4170, pp. 103-110.
G. Fumera, Pillai, I., and Roli, F., Classification with Reject Option in Text Categorisation Systems, in 12th International Conference on Image Analysis and Processing (ICIAP 2003), Mantova, 2003, pp. 582-587. (209.28 KB)
S. B. Serpico and Roli, F., Classification of multi-sensor remote- sensing images by structured neural networks, IEEE Transactions on Geoscience and Remote Sensing, vol. 33, pp. 562-578, 1995.
I. Pillai, Fumera, G., and Roli, F., A Classification Approach with a Reject Option for Multi-label Problems, in 16th Int. Conf. on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 2011. (279.96 KB)
A. Rattani, Marcialis, G. L., and Roli, F., Capturing large intra-class variations of biometric data by template co-updating, in IEEE Workshop on Biometrics, Int. Conference on Vision and Pattern Recognition CVPR 2008, Anchorage (Alaska, USA), 2008, pp. 1-6.
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A. Rattani, Marcialis, G. L., and Roli, F., Boosting Gallery Representativeness by Co-updating Face and Fingerprint Verification Systems. 2008.
A. Rattani, Marcialis, G. L., and Roli, F., Biometric template update using the graph mincut: a case study in face verification, in 6th IEEE Biometric Symposium, Tampa, Florida, USA, 2008.
G. L. Marcialis, Rattani, A., and Roli, F., Biometric template update: an experimental investigation on the relationship between update errors and performance degradation in face verification, in Joint IAPR Int. Workshop on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR08, Orlando (Florida, USA), 2008.
A. Rattani, Marcialis, G. L., and Roli, F., Biometric System Adaptation by Self-update and Graph-based techniques, Journal of Visual Languages and Computing, Elsevier, 2013.
S. Raudys and Roli, F., The Behavior Knowledge Space Fusion Method: Analysis of Generalization Error and Strategies for Performance Improvement, in 4th Int. Workshop on Multiple Classifier Systems (MCS 2003), Guildford, United Kingdom, 2003, vol. 2709, pp. 55-64.
G. Giacinto and Roli, F., Bayesian Relevance Feedback for Content-Based Image Retrieval, Pattern Recognition, vol. 37, pp. 1499-1508, 2004.
B. Biggio, Fumera, G., and Roli, F., Bayesian Linear Combination of Neural Networks, in Innovations in Neural Information Paradigms and Applications, vol. 247, M. Bianchini, Maggini, M., Scarselli, F., and Jain, L. C. Springer Berlin / Heidelberg, 2009, pp. 201-230. (435.32 KB)
B. Biggio, Fumera, G., and Roli, F., Bayesian Analysis of Linear Combiners, in 7th Int. Workshop on Multiple Classifier Systems (MCS 2007), Prague, Czech Republic, 2007, vol. 4472, pp. 292-301. (149.24 KB)
B. Biggio, Corona, I., Fumera, G., Giacinto, G., and Roli, F., Bagging classifiers for fighting poisoning attacks in adversarial classification tasks, in Multiple Classifier Systems (MCS 2011), 2011, vol. 6713, pp. 350-359. (231.43 KB)
B. Biggio, Corona, I., Fumera, G., Giacinto, G., and Roli, F., Bagging classifiers for fighting poisoning attacks in adversarial classification tasks, in Multiple Classifier Systems (MCS 2011), 2011, vol. 6713, pp. 350-359. (231.43 KB)
A
G. Giacinto and Roli, F., Automatic Design of Multiple Classifier Systems by Unsupervised Learning, in 1st Int. Workshop on Machine Learning and Data Mining in Pattern Recognition, 1999, vol. 1715, pp. 131-143.
G. Giacinto and Roli, F., An Approach to the Automatic Design of Multiple Classifier Systems, Pattern Recognition Letters, vol. 22, pp. 25-33, 2001.
G. Giacinto, Paolucci, R., and Roli, F., Application of Neural Networks and Statistical Pattern Recognition Algorithms to Earthquake Risk Evaluations, Pattern Recognition Letters, vol. 18, pp. 1353-1362, 1997.
R. Satta, Fumera, G., and Roli, F., Appearance-based People Recognition by Local Dissimilarity Representations, in 14th ACM Workshop on Multimedia and Security, Coventry, United Kingdom, 2012. (441.39 KB)
L. Didaci, Marcialis, G. L., and Roli, F., Analysis of unsupervised template update in biometric recognition systems, Pattern Recognition Letters, vol. 37, no. 1, 2014. (1.37 MB)
F. Roli and Fumera, G., Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers, in 3rd Int. Workshop on Multiple Classifier Systems (MCS 2002), Cagliari, Italy, 2002, vol. 2364, pp. 252-261.
G. L. Marcialis, Roli, F., and Tidu, A., Analysis of Fingerprint Pores for Vitality Detection, in Pattern Recognition (ICPR), 2010 20th International Conference on, Instanbul (Turkey), 2010.
G. Fumera and Roli, F., Analysis of error-reject trade-off in linearly combined multiple classifiers, Pattern Recognition, vol. 37, pp. 1245-1265, 2004.

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