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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, Kittler, J., and Windeatt, T., Multiple Classifier Systems, vol. 3077. Springer-Verlag, 2004.
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.
F. Roli, Biggio, B., and 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, pp. 1-8. (314.35 KB)
F. Roli, Raudys, S., and 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, pp. 232-241.
F. Roli and Giacinto, G., Design of Multiple Classifier Systems, in Hybrid Methods in Pattern Recognition, B. ;A. H. Kandel World Scientific Publishing, 2002.
F. Roli, Fusion of Multiple Classifiers, 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, pp. 1-11.
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, 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, Marcialis, G. L., and Coli, P., An advanced image processing tool for latent fingerprint analysis and liveness assessment. 2010.
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, 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, Fusion of Multiple Pattern Classifiers, 2003.
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, 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.