Publications

Export 414 results:
2010
B. Freni, Template Editing & Replacement: novel methods for Biometric Template Selection & Update, University of Cagliari, Cagliari (Italy), 2010.
L. Piras and Giacinto, G., Unbalanced learning in Content-Based Image Classification and Retrieval, in IEEE International Conference on Multimedia & Expo (ICME), Singapore, 2010. (177.33 KB)
2009
F. Roli, Adversarial Pattern Classification, 2009.
B. Biggio, Fumera, G., and Roli, F., Bayesian Linear Combination of Neural Networks, in Innovations in Neural Information Paradigms and Applications, vol. 247, M. Bianchini, Maggini, M., Scarselli, F., and Jain, L. C. Springer Berlin / Heidelberg, 2009, pp. 201-230. (435.32 KB)
R. Tronci, Giacinto, G., and Roli, F., Designing multiple biometric systems: measures of ensemble effectiveness, Engineering Applications of Artificial Intelligence, vol. 22, pp. 66-78, 2009.
R. Perdisci, Corona, I., Dagon, D., and Lee, W., Detecting Malicious Flux Service Networks through Passive Analysis of Recursive DNS Traces, in Annual Computer Security Applications Conference (ACSAC), Honolulu, Hawaii, USA, 2009. (206.97 KB)
R. Tronci, Giacinto, G., and Roli, F., Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method, in Machine Learning and Data Mining in Pattern Recognition (MLDM 2009), Leipzig, Germany, 2009, vol. 5632, pp. 163-177.
B. Biggio, Fumera, G., and Roli, F., Evade Hard Multiple Classifier Systems, in Supervised and Unsupervised Ensemble Methods and Their Applications, vol. 245, O. Okun and Valentini, G. Springer Berlin / Heidelberg, 2009, pp. 15-38. (562.89 KB)
A. Rattani, Marcialis, G. L., and Roli, F., An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington’s Zoo in Face Verification, in 14th International Conference on Image Analysis and Processing (ICIAP09), Vietri sul Mare (Italy), 2009.
G. L. Marcialis, Lewicke, A., Tan, B., Coli, P., Congiu, A., Tidu, A., Roli, F., and Schuckers, S., First International Fingerprint Liveness Detection Competition, in 14th International Conference on Image Analysis and Processing, Vietri sul Mare (Italy), 2009.
G. L. Marcialis, Roli, F., and Muntoni, D., Group-specific face verification using soft biometrics, Journal of Visual Languages and Computing, vol. 20, pp. 101-109, 2009.
I. Corona, Ariu, D., and Giacinto, G., HMM-Web: a framework for the detection of attacks against Web applications, in IEEE ICC 2009, Dresden, Germany, 2009. (391.14 KB)
I. Corona, Giacinto, G., Mazzariello, C., Roli, F., and Sansone, C., Information fusion for computer security: State of the art and open issues, Information Fusion, vol. 10, pp. 274-284, 2009.
G. L. Marcialis, Roli, F., and Schuckers, S., Liveness Detection Competition 2009, Biometric Technology Today, vol. 17, no. 3, 2009.
R. Perdisci, Ariu, D., Fogla, P., Giacinto, G., and Lee, W., McPAD: A Multiple Classifier System for Accurate Payload-based Anomaly Detection, Computer Networks, vol. 53, pp. 864-881, 2009. (882.94 KB)
L. Didaci, Marcialis, G. L., and Roli, F., Modelling FRR of biometric verification systems using the template co-update algorithm, in 3rd International Conference on Biometrics, Alghero (Italy), 2009, vol. 5558, pp. 765-774.
J. Atli Benediktsson, Kittler, J., and Roli, F., Multiple Classifier Systems, vol. 5519. Reykjavik, Iceland: Springer, 2009, p. 540.
B. Biggio, Fumera, G., and Roli, F., Multiple Classifier Systems for Adversarial Classification Tasks, in 8th Int. Workshop on Multiple Classifier Systems (MCS 2009), Reykjavik, Iceland, 2009, vol. 5519, pp. 132-141. (459.88 KB)
L. Piras and Giacinto, G., Neighborhood-Based Feature Weighting for Relevance Feedback in Content-Based Retrieval, in 10th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), London, United Kingdom, 2009, pp. 238-241. (181.68 KB)
A. Gambardella, Giacinto, G., Migliaccio, M., and Montali, A., One-class classification for oil spill detection, Pattern Analysis and Applications, 2009.
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.
L. Didaci, Marcialis, G. L., and Roli, F., Semi-supervised co-update of multiple matchers, in 8th International Workshop on Multiple Classifiers Systems, Reykijavik (Iceland), 2009.
A. Rattani, Freni, B., Marcialis, G. L., and Roli, F., Template update methods in adaptive biometric systems: a critical review, in 3rd International Conference on Biometrics, Alghero (Italy), 2009, vol. 5558, pp. 847-856.
J. - M. Xu, Fumera, G., Roli, F., and Zhou, Z. - H., Training SpamAssassin with Active Semi-supervised Learning, in 6th Conference on Email and Anti-Spam (CEAS 2009), Mountain View, CA, USA, 2009.
2008
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.

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