Publications

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G. Giacinto, Roli, F., and Vernazza, G., Comparison and combination of statistical and Neural Network algorithms for remote-sensing image classification, in Neurocomputation in Remote Sensing Data Analysis, Springer-Verlag, 1997, pp. 117-124.
G. Giacinto, Roli, F., and Fumera, G., Comparison and Combination of Adaptive Query Shifting and Feature Relevance Learning for Content-Based Image Retrieval, in 11th International Conference on Image Analysis and Processing (ICIAP 2001), Palermo, Italy, 2001, pp. 422-427.
J. Austin, Giacinto, G., Kanellopoulos, I., Lees, K., Roli, F., Vernazza, G., and Wilkinson, G., The COMPARES Project: COnnectionist Methods for Preprocessing and Analysis of REmote Sensing data, in 9th International Conference on Image Analysis and Processing, 1997, vol. 1311, pp. 765-772.
Y. Guan, Wei, X., Li, C. - T., Marcialis, G. L., Roli, F., and Tistarelli, M., Combining Gait and Face for Tackling the Elapsed Time Challenges, in IEEE 6th International Conference on Biometrics: Theory, Applications, and Systems (BTAS 2013), Washington DC (USA), 2013, pp. 1-8. (663.7 KB)
Y. Yao, Marcialis, G. L., Pontil, M., Frasconi, P., and Roli, F., Combining Flat and Structural Representations for Fingerprint Classification with Recursive Neural Networks and Support Vector Machine, Pattern Recognition, vol. 36, pp. 397-406, 2003.
G. Giacinto, Roli, F., and Bruzzone, L., Combination of Neural and Statistical Algorithms for Supervised Classification of Remote-Sensing Images, Pattern Recognition Letters, vol. 21, pp. 385-397, 2000.
R. Tronci, Giacinto, G., and Roli, F., Combination of experts by classifiers in similarity score spaces, in Joint IAPR Int. Workshop on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR08, Orlando (Florida, USA), 2008, vol. 5342, pp. 821-830.
R. Tronci, Giacinto, G., and Roli, F., Combination of experts by classifiers in similarity score spaces, in Joint IAPR Int. Workshop on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR08, Orlando (Florida, USA), 2008, vol. 5342, pp. 821-830.
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)

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