Publications

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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, 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, «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, Kittler, J., e Windeatt, T., Multiple Classifier Systems, vol 3077. Springer-Verlag, 2004.
F. Roli, «Adaptive Biometric Systems», 2011.
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, 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 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, «Adversarial Pattern Classification», 2009.
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 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 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, «Linear Combiners for Fusion of Pattern Classifiers», 2002.
F. Roli e Vitulano, S., Image Analysis and Processing, vol 3617. Springer-Verlag, 2005.
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)
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)
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)
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I. Sanchez, Satta, R., Nai-Fovino, I., Baldini, G., Steri, G., Shaw, D., e Ciardulli, A., «Privacy leakages in Smart Home Wireless Technologies», in 2014 IEEE International Carnahan Conference on Security Technology, Rome, Italy, 2014. (329.97 KB)
I. Sanchez, Satta, R., Giuliani, R., e Baldini, G., «Detection of DECT identity spoofing through Radio Frequency fingerprinting», in 38th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2015), Opatija, Croatia, 2015. (778.81 KB)
E. Santucci, Didaci, L., Fumera, G., e Roli, F., «A Parameter Randomization Approach for Constructing Classifier Ensembles», Pattern Recognition, vol 69, pagg 1-13, 2017. (448.73 KB)
R. Satta, Fumera, G., Roli, F., Cristani, M., e Murino, V., «A Multiple Component Matching Framework for Person Re-Identification», in 16th Int. Conf. on Image Analysis and Processing (ICIAP 2011), Ravenna, Italy, 2011. (519.85 KB)
R. Satta e Stirparo, P., «Picture-to-Identity linking of social network accounts based on Sensor Pattern Noise», in 5th International Conference on Imaging for Crime Detection and Prevention (ICDP 2013), London, United Kingdom, 2013. (348.28 KB)
R. Satta e Ciardulli, A., «Sensor pattern noise and image similarity for picture-to-identity linking», IET Computer Vision, vol 6, n° 5, 2015. (1.55 MB)
R. Satta, «Dissimilarity-based people re-identification and search for intelligent video surveillance», University of Cagliari, Cagliari (Italy), 2013. (7.08 MB)
R. Satta, Galbally, J., e Beslay, L., «Children Gender Recognition Under Unconstrained Conditions Based on Contextual Information», in 22nd IEEE International Conference on Pattern Recognition, ICPR 2014, Stockholm, Sweden, 2014. (272.46 KB)

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