Publications

Export 484 results:
2003
G. L. Marcialis and Roli, F., “Fusion of Face Recognition Algorithms for Video-Based Surveillance Systems”, in Multisensor Surveillance Systems: The Fusion Perspective, G. L. Foresti; C. Varshney Kluwer Academic, 2003, pp. 235-250.
G. Giacinto, Roli, F., and Didaci, L., “Fusion of multiple classifiers for intrusion detection in computer networks”, Pattern Recognition Letters, vol. 24, pp. 1795-1803, 2003.
F. Roli, “Fusion of Multiple Pattern Classifiers”, 2003.
G. L. Marcialis, Roli, F., and Serrau, A., “Fusion of Statistical and Structural Fingerprint Classifiers”, in 4th Internation Audio- and Video-Based Person Authentication, Guildford, 2003, vol. 2688, pp. 310-317.
G. Fumera and Roli, F., “Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results”, in 4th Int. Workshop on Multiple Classifier Systems (MCS 2003), Guildford, UK, 2003, vol. 2709, pp. 74-83.
G. Giacinto, Roli, F., and Didaci, L., “A Modular Multiple Classifier System for the Detection of Intrusions in Computer Networks”, in 4th Int. Workshop on Multiple Classifier Systems (MCS 2003), Guildford, United Kingdom, 2003, vol. 2709, pp. 346-355.
T. Windeatt and Roli, F., Multiple Classifier Systems, vol. 2709. Springer-Verlag, 2003.
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.
2004
G. Fumera and Roli, F., “Analysis of error-reject trade-off in linearly combined multiple classifiers”, Pattern Recognition, vol. 37, pp. 1245-1265, 2004.
G. Giacinto and Roli, F., “Bayesian Relevance Feedback for Content-Based Image Retrieval”, Pattern Recognition, vol. 37, pp. 1499-1508, 2004.
L. Didaci and Giacinto, G., “Dynamic Classifier Selection by Adaptive k-Nearest-Neighbourhood Rule”, in 5th Int. Workshop on Multiple Classifier Systems (MCS 2004), 2004, vol. 3077.
G. L. Marcialis and Roli, F., “Fingerprint verification by decision-level fusion of optical and capacitive sensors”, in International Workshop on Biometric Authentication (BioAW04), Prague (Czech Republic), 2004, vol. 3087, pp. 307-317.
G. L. Marcialis and Roli, F., “Fingerprint verification by fusion of optical and capacitive sensors”, Pattern Recognition Letters, vol. 25, pp. 1315-1322, 2004.
G. L. Marcialis and Roli, F., “Fusion of appearance-based face recognition algorithms”, Pattern Analysis and Applications, vol. 7, pp. 151-163, 2004.
G. L. Marcialis, “Fusion of multiple classifiers for person recognition by fingerprints and faces”, Cagliari (Italy), 2004.
G. L. Marcialis and Roli, F., “High security fingerprint verification by perceptron-based fusion of multiple matchers”, in 5th International Workshop on Multiple Classifiers Systems (MCS04), Cagliari (Italy), 2004, vol. 3077, pp. 364-373.
F. Roli, Kittler, J., and Windeatt, T., Multiple Classifier Systems, vol. 3077. Springer-Verlag, 2004.
G. Giacinto and Roli, F., “Nearest-Prototype Relevance Feedback for Content Based Image Retrieval”, in Int. Conf. on Pattern Recognition (ICPR 2004), Cambridge (UK), 2004, pp. 989-992.
G. Fumera, Pillai, I., and Roli, F., “A Two-Stage Classifier with Reject Option for Text Categorisation”, in 5th Int. Workshop on Statistical Techniques in Pattern Recognition (SPR 2004), Lisbon, Portugal, 2004, vol. 3138, pp. 771-779. (151.61 KB)
2005
G. Giacinto, Perdisci, R., and Roli, F., “Alarm Clustering for Intrusion Detection Systems in Computer Networks”, in Machine Learning and Data Mining in Pattern Recognition (MLDM 2005), Leipzig, Germany, 2005, vol. 3587, pp. 184-193.
L. Didaci, “Dynamic Classifier Selection”, Cagliari (Italy), 2005.
G. Fumera, Roli, F., and Serrau, A., “Dynamics of Variance Reduction in Bagging and Other Techniques”, in 6th Int. Workshop on Multiple Classifier Systems (MCS 2005), Seaside, CA, USA, 2005, 2005th ed., vol. 3541, pp. 316-325.
A. Serrau, Marcialis, G. L., Bunke, H., and Roli, F., “An Experimental Comparison of Fingerprint Classification Methods Using Graphs”, in 5th IAPR-TC15 Workshop on Graph-based, Poitiers, 2005, L. Brun and M. Vento., vol. 3434, pp. 281-290.
G. L. Marcialis and Roli, F., “Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function”, Pattern Recognition Letters, vol. 26, pp. 1830-1839, 2005.
F. Roli and Vitulano, S., Image Analysis and Processing, vol. 3617. Springer-Verlag, 2005.

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