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P. Russu, Demontis, A., Biggio, B., Fumera, G., and Roli, F., Secure Kernel Machines against Evasion Attacks, in 9th ACM Workshop on Artificial Intelligence and Security, Vienna, Austria, 2016, pp. 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., and Jerian, M., The maven project: Management and Authenticity Verification of multimedia contents, in Multimedia Expo Workshops (ICMEW), 2015 IEEE International Conference on, 2015, pp. 1-4. (194.87 KB)
S. Rota Bulò, Biggio, B., Pillai, I., Pelillo, M., and Roli, F., Randomized Prediction Games for Adversarial Machine Learning, IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 11, pp. 2466-2478, 2017. (1.52 MB) (256.21 KB)
F. Roli and Fumera, G., Support vector machines for remote-sensing image classification, in Image and Signal Processing for Remote Sensing VI, 2001, vol. 4170, pp. 160-166.
F. Roli and Vitulano, S., Image Analysis and Processing, vol. 3617. Springer-Verlag, 2005.
F. Roli, Marcialis, G. L., and Coli, P., An advanced image processing tool for latent fingerprint analysis and liveness assessment. 2010.
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.
F. Roli, Fumera, G., and 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, pp. 120-123.
F. Roli, Fusion of Multiple Pattern Classifiers, 2003.
F. Roli, Didaci, L., and 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, pp. 447-471.
F. Roli and 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., and Vernazza, G., Methods for Designing Multiple Classifier Systems, in 2nd Int. Workshop on Multiple Classifier Systems (MCS 2001), Cambridge, United Kingdom, 2001, vol. 2096, pp. 78-87.
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.
F. Roli, Adaptive Biometric Systems, 2011.
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, Didaci, L., and Marcialis, G. L., Template co-update in multimodal biometric systems, in 2nd International Conference on Biometrics ICB 2007, Seoul (South Korea), 2007, vol. 4642, pp. 1194-1202.
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.
F. Roli, Adversarial Pattern Classification, 2009.
F. Roli, Serpico, S. B., and 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., and 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, pp. 325-335.
F. Roli, Kittler, J., and Windeatt, T., Multiple Classifier Systems, vol. 2364. Springer-Verlag, 2002.
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, Biggio, B., Fumera, G., Pillai, I., and 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., and 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, pp. 278-284.
F. Roli, Linear Combiners for Fusion of Pattern Classifiers, 2002.

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