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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, «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 Vitulano, S., Image Analysis and Processing, vol 3617. Springer-Verlag, 2005.
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, «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.
F. Roli, Fumera, G., e Vernazza, G., «Analysis of Error-Reject Trade-off in Linearly Combined Classifiers», in 16th Int. Conferrence on Pattern Recognition (ICPR 2002), Québec City, Canada, 2002, pagg 120-123.
F. Roli, Didaci, L., e Marcialis, G. L., «Adaptive biometric systems that can improve with use», in Advances in Biometrics: Sensors, Systems and Algorithms, R. ;V. N. Govindaraju Springer, 2008, pagg 447-471.
F. Roli, «Fusion of Multiple Pattern Classifiers», 2003.
F. Roli e Marcialis, G. L., «Semi-supervised PCA-based face recognition using self-training», in Joint IAPR Int. Workshop. on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR06, Hong Kong (China), 2006, vol 4109.
F. Roli, Giacinto, G., e Vernazza, G., «Methods for Designing Multiple Classifier Systems», in 2nd Int. Workshop on Multiple Classifier Systems (MCS 2001), Cambridge, United Kingdom, 2001, vol 2096, pagg 78-87.
F. Roli e 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, pagg 252-261.
F. Roli, «Adaptive Biometric Systems», 2011.
F. Roli, Fontana, F., Pellegretti, P., e Dambra, C., «Knowledge-Based Control in Multisensor Image Processing and Recognition», Optical Engineering Journal, vol 32, pagg 1153-1166, 1993.
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, 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, «Adversarial Pattern Classification», 2009.
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.

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