Publications

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B. Freni, Marcialis, G. L., and Roli, F., “Online and offline fingerprint template update using minutiae: an experimental comparison”, in 5th International Workshop on Automated Motion and Deformable Objects (AMDO 2008), Andratx (Mallorca, Spain), 2008, vol. 5098, pp. 441-448.
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A. Jozwik, Serpico, S. B., and Roli, F., “A parallel network of modified 1-NN and k-NN classifiers - Application to remote sensing image classification”, Pattern Recognition Letters, vol. 19, pp. 57-62, 1998.
E. Santucci, Didaci, L., Fumera, G., and Roli, F., “A Parameter Randomization Approach for Constructing Classifier Ensembles”, Pattern Recognition, vol. 69, pp. 1-13, 2017. (448.73 KB)
F. Roli and Giacinto, G., “Pattern Recognition for Intrusion Detection in Computer Networks”, in Pattern Recognition and String Matching, D. Chen and Cheng, X. Kluwer Academic Publishers, 2002.
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)
B. Biggio, Fumera, G., and Roli, F., “Pattern Recognition Systems under Attack: Design Issues and Research Challenges”, Int'l J. Patt. Recogn. Artif. Intell., vol. 28, no. 7, p. 1460002, 2014. (1.41 MB)
R. Satta, Pala, F., Fumera, G., and Roli, F., “People search with textual queries about clothing appearance attributes”, in Person Re‐Identification, Advances in Computer Vision and Pattern Recognition, S. Gong, Cristani, M., Yan, S., and Loy, C. Change Springer, 2014. (1.07 MB)
G. L. Marcialis and Roli, F., “Perceptron-based fusion of multiple fingerprint matchers”, in First International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR03), Firenze (Italy), 2003, pp. 92-99.
G. Fumera and Roli, F., “Performance Analysis and Comparison of Linear Combiners for Classifier Fusion”, in Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops SSPR 2002 and SPR 2002, 2002, vol. 2396, pp. 424-432.
F. Alonso, Roli, F., Marcialis, G. L., Fierrez, J., and Ortega, J., “Performance of fingerprint quality measures depending on sensor technology”, Journal of Electronic Imaging, vol. 17, 2008.
G. L. Marcialis, Roli, F., and Didaci, L., “Personal identity verification by serial fusion of fingerprint and face matchers”, Pattern Recognition, vol. 42, pp. 2807-2817, 2009.
I. Corona, Contini, M., Ariu, D., Giacinto, G., Roli, F., Lund, M., and Marinelli, G., “PharmaGuard: Automatic Identification of Illegal Search-Indexed Online Pharmacies”, IEEE International Conference on Cybernetics - Special session Cybersecurity (CYBERSEC). IEEE, Gdynia, Poland , pp. 324 - 329, 2015. (1.44 MB) (3.4 MB)
B. Biggio, Fumera, G., Roli, F., and Didaci, L., “Poisoning adaptive biometric systems”, in 9th Int'l Workshop on Statistical Techniques in Pattern Recognition (SPR 2012), 2012, vol. 7626, pp. 417-425. (637.79 KB)
B. Biggio, Didaci, L., Fumera, G., and Roli, F., “Poisoning attacks to compromise face templates”, in 6th IAPR Int'l Conf. on Biometrics (ICB), Madrid, Spain, 2013. (844.61 KB)
B. Biggio, Rieck, K., Ariu, D., Wressnegger, C., Corona, I., Giacinto, G., and Roli, F., “Poisoning Behavioral Malware Clustering”, in AISec'14: Proceedings of the 2014 ACM Workshop on Artificial Intelligence and Security, co-located with CCS '14, Scottsdale, Arizona, USA, 2014, pp. 27-36. (375.58 KB)
B. Biggio, Rota Bulò, S., Pillai, I., Mura, M., Zemene Mequanint, E., Pelillo, M., and Roli, F., “Poisoning complete-linkage hierarchical clustering”, in Joint IAPR Int'l Workshop on Structural, Syntactic, and Statistical Pattern Recognition (LNCS), Joensuu, Finland, 2014, vol. 8621, pp. 42-52. (388.31 KB)
P. Coli, Marcialis, G. L., and Roli, F., “Power spectrum-based fingerprint vitality detection”, in IEEE Workshop on Automatic Identification Advanced Technologies AutoID 2007, 2007, pp. 169-173.
G. B. Benciolini, Roli, F., and Wilkinson, G., Proceedings of the workshop "Il Telerilevamento ed i Sistemi Informativi Territoriali nella Gestione delle Risorse Ambientali". Trento, Italy: , 1994.
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G. Giacinto and Roli, F., “Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval”, in oint IAPR Int. Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (S+SSPR 2002), 2002, vol. 2396, pp. 607-616.
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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)
R. Satta, Pala, F., Fumera, G., and Roli, F., “Real-time Appearance-based Person Re-identification over Multiple KinectTM Cameras”, in 8th International Conference on Computer Vision Theory and Applications (VISAPP 2013), Barcelona, Spain, 2013. (974.71 KB)
Y. Guan, Li, C. - T., and Roli, F., “On Reducing the Effect of Covariate Factors in Gait Recognition: a Classifier Ensemble Method”, IEEE Transactions on Pattern Analysis and Machine Intelligence, In Press. (311.43 KB) (151.4 KB)
G. Fumera, Roli, F., and Giacinto, G., “Reject Option with Multiple Thresholds”, Pattern Recognition, vol. 33, pp. 2099-2101, 2000.
B. Freni, Marcialis, G. L., and Roli, F., “Replacement algorithms for fingerprint template update”, in 5th International Conference on Image Analysis and Recognition (ICIAR 2008), 2008, vol. 5112, pp. 884-893.
L. Ghiani, Yambay, D. A., Mura, V., Marcialis, G. L., Roli, F., and Schuckers, S. A., “Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015”, Image and Vision Computing, p. -, 2016.

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