Publications

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Journal Article
L. Demetrio, Biggio, B., Lagorio, G., Roli, F., and Armando, A., “Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware”, IEEE Transactions on Information Forensics and Security, vol. 16, pp. 3469-3478, 2021.
G. L. Marcialis and Roli, F., “Fusion of appearance-based face recognition algorithms”, Pattern Analysis and Applications, vol. 7, pp. 151-163, 2004.
F. Roli, “Fusion of Multiple Classifiers”, 2002.
G. Giacinto, Roli, F., and Didaci, L., “Fusion of multiple classifiers for intrusion detection in computer networks”, Pattern Recognition Letters, vol. 24, pp. 1795-1803, 2003.
G. L. Marcialis and Roli, F., “Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function”, Pattern Recognition Letters, vol. 26, pp. 1830-1839, 2005.
F. Roli, “Fusion of Multiple Pattern Classifiers”, 2003.
G. L. Marcialis, Roli, F., and Muntoni, D., “Group-specific face verification using soft biometrics”, Journal of Visual Languages and Computing, vol. 20, pp. 101-109, 2009.
F. Roli, Serpico, S. B., and Vernazza, G., “Image Recognition by integration of connectionist and symbolic approaches”, Int. Journal of Pattern Recognition and Artificial Intelligence, vol. 9, pp. 485-515, 1995.
I. Corona, Giacinto, G., Mazzariello, C., Roli, F., and Sansone, C., “Information fusion for computer security: State of the art and open issues”, Information Fusion, vol. 10, pp. 274-284, 2009.
G. Giacinto, Perdisci, R., Del Rio, M., and Roli, F., “Intrusion detection in computer networks by a modular ensemble of one-class classifiers”, Information Fusion, vol. 9, 2008.
F. Roli, Fontana, F., Pellegretti, P., and Dambra, C., “Knowledge-Based Control in Multisensor Image Processing and Recognition”, Optical Engineering Journal, vol. 32, pp. 1153-1166, 1993.
F. Roli and Serpico, S. B., “Land-cover classification in remote-sensing images using structured neural networks”, Int. Journal of EARSel Advances in Remote Sensing, vol. 4, pp. 107-115, 1995.
F. Roli, “Linear Combiners for Fusion of Pattern Classifiers”, 2002.
G. L. Marcialis, Roli, F., and Schuckers, S., “Liveness Detection Competition 2009”, Biometric Technology Today, vol. 17, no. 3, 2009.
I. Pillai, Fumera, G., and Roli, F., “Multi-label classification with a reject option”, Pattern Recognition, vol. 46, no. 8, 2013. (280.71 KB)
A. Rattani, Marcialis, G. L., and Roli, F., “A multi-modal dataset, protocol and tools for adaptive biometric systems: A benchmarking study”, International Journal of Biometrics, vol. 5, no. 3/4, 2013. (968.88 KB)
G. L. Marcialis, Roli, F., and Didaci, L., “Multimodal fingerprint verification by score-level fusion: an experimental investigation”, Journal of Intelligent and Fuzzy Systems, vol. 24, 2013.
F. Pala, Satta, R., Fumera, G., and Roli, F., “Multi-modal Person Re-Identification Using RGB-D Cameras”, IEEE Transactions on Circuits and Systems for Video Technology, 2015. (1.58 MB) (29.9 KB)
B. Biggio, Fumera, G., and Roli, F., “Multiple Classifier Systems for Robust Classifier Design in Adversarial Environments”, Journal of Machine Learning and Cybernetics, vol. 1, pp. 27–41, 2010. (844.91 KB)
F. Roli, “Multisensor image recognition by neural networks with understandable behaviour”, International Journal of Pattern Recognition and Artificial Intelligence, vol. 10, pp. 887-917, 1996.
L. Bruzzone, Conese, C., Maselli, F., and Roli, F., “Multisource classification of complex rural areas by statistical and neural-network approaches”, Int. Journal on Photogrammetric Engineering and Remote Sensing (PE&RS), vol. 63, pp. 523-533, 1997.
B. Lavi, Fumera, G., and Roli, F., “Multi-Stage Ranking Approach for Fast Person Re-Identification”, IET Computer Vision, vol. 12, no. 4, p. 7, 2018. (1.07 MB)
R. P. W. Duin, Roli, F., and de Ridder, D., “A note on core research issues for statistical pattern recognition”, Pattern Recognition Letters, vol. 23, pp. 493-499, 2002.
G. L. Marcialis, Roli, F., and Fadda, G., “A Novel Method for Head Pose Estimation based on the ``Vitruvian Man''”, International Journal of Machine Learning and Cybernetics, vol. 5, no. 1, 2014. (1.06 MB)
A. Jozwik, Serpico, S. B., and Roli, F., “A parallel network of modified 1-NN and k-NN classifiers - Application to remote sensing image classification”, Pattern Recognition Letters, vol. 19, pp. 57-62, 1998.

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