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P. Russu, Demontis, A., Biggio, B., Fumera, G., e Roli, F., «Secure Kernel Machines against Evasion Attacks», in 9th ACM Workshop on Artificial Intelligence and Security, Vienna, Austria, 2016, pagg 59-69. (686.41 KB)
C. Ruiz, Arroyo, S., Krsteski, I., Dago, P., Sanchez, J., Perez-Freire, L., De Rosa, A., Fontani, M., Costanzo, A., Piva, A., Ariu, D., Piras, L., Ahumada, R., e Jerian, M., «The maven project: Management and Authenticity Verification of multimedia contents», in Multimedia Expo Workshops (ICMEW), 2015 IEEE International Conference on, 2015, pagg 1-4. (194.87 KB)
S. Rota Bulò, Biggio, B., Pillai, I., Pelillo, M., e Roli, F., «Randomized Prediction Games for Adversarial Machine Learning», IEEE Transactions on Neural Networks and Learning Systems, vol 28, n° 11, pagg 2466-2478, 2017. (1.52 MB) (256.21 KB)
F. Roli, Didaci, L., e Marcialis, G. L., «Template co-update in multimodal biometric systems», in 2nd International Conference on Biometrics ICB 2007, Seoul (South Korea), 2007, vol 4642, pagg 1194-1202.
F. Roli, Giacinto, G., e Serpico, S. B., «Classifier Fusion for Multisensor Image Recognition», in Image and Signal Processing for Remote Sensing VI, 2001, Sebastiano B. Serpico., vol 4170, pagg 103-110.
F. Roli, «Adversarial Pattern Classification», 2009.
F. Roli, Serpico, S. B., e Vernazza, G., «Neural Networks for classification of remotely sensed images», in Fuzzy Logic and Neural Network Handbook, C. H. C. hen McGraw-Hill, 1996.
F. Roli, Kittler, J., Fumera, G., e Muntoni, D., «An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems», in 3rd Int. Workshop on Multiple Classifier Systems (MCS 2002), Cagliari, Italy, 2002, vol 2364, pagg 325-335.
F. Roli, Kittler, J., e Windeatt, T., Multiple Classifier Systems, vol 2364. Springer-Verlag, 2002.
F. Roli e Serpico, S. B., «Land-cover classification in remote-sensing images using structured neural networks», Int. Journal of EARSel Advances in Remote Sensing, vol 4, pagg 107-115, 1995.
F. Roli, Biggio, B., Fumera, G., Pillai, I., e Satta, R., «Image Spam Filtering by Detection of Adversarial Obfuscated Text», in NIPS Workshop on Machine Learning in Adversarial Environments for Computer Security, Whistler, British Columbia, Canada, 2007. (361.97 KB)
F. Roli, Fumera, G., e Kittler, J., «Fixed and Trained Combiners for Fusion of Unbalanced Pattern Classifiers», in 5th Int. Conference on Information Fusion (IF 2002), Annapolis, Mariland, USA, 2002, pagg 278-284.
F. Roli, «Linear Combiners for Fusion of Pattern Classifiers», 2002.
F. Roli e Giacinto, G., «Pattern Recognition for Intrusion Detection in Computer Networks», in Pattern Recognition and String Matching, D. Chen e Cheng, X. Kluwer Academic Publishers, 2002.
F. Roli, Kittler, J., e Windeatt, T., Multiple Classifier Systems, vol 3077. Springer-Verlag, 2004.
F. Roli, Serpico, S. B., e Vernazza, G., «Image Recognition by integration of connectionist and symbolic approaches», Int. Journal of Pattern Recognition and Artificial Intelligence, vol 9, pagg 485-515, 1995.
F. Roli, Biggio, B., e Fumera, G., «Pattern Recognition Systems Under Attack», in Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Proc. of the 18th Iberoamerican Congress on Pattern Recognition (CIARP 2013), LNCS, Havana, Cuba, 2013, vol 8258, pagg 1-8. (314.35 KB)
F. Roli, Raudys, S., e Marcialis, G. L., «An experimental comparison of fixed and trained fusion rules for crisp classifiers outputs», in 3rd International Workshop on Multiple Classifiers Systems (MCS02), Cagliari (Italy), 2002, vol 2364, pagg 232-241.
F. Roli, «Fusion of Multiple Classifiers», 2002.
F. Roli e Giacinto, G., «Design of Multiple Classifier Systems», in Hybrid Methods in Pattern Recognition, B. ;A. H. Kandel World Scientific Publishing, 2002.
F. Roli, «Semi-supervised Multiple Classifier Systems: Background and Research Directions», in 6th Int. Workshop on Multiple Classifier Systems (MCS 2005), Seaside, CA, USA, 2005, vol 3541, pagg 1-11.
F. Roli e Fumera, G., «Support vector machines for remote-sensing image classification», in Image and Signal Processing for Remote Sensing VI, 2001, vol 4170, pagg 160-166.
F. Roli e Vitulano, S., Image Analysis and Processing, vol 3617. Springer-Verlag, 2005.
F. Roli, «Multisensor image recognition by neural networks with understandable behaviour», International Journal of Pattern Recognition and Artificial Intelligence, vol 10, pagg 887-917, 1996.
F. Roli, Marcialis, G. L., e Coli, P., «An advanced image processing tool for latent fingerprint analysis and liveness assessment». 2010.

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