Publications

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2008
G. Fumera, Roli, F., and Serrau, A., “A Theoretical Analysis of Bagging as a Linear Combination of Classifiers”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, pp. 1293-1299, 2008. (895.49 KB)
2007
G. L. Marcialis, Roli, F., and Serrau, A., “Graph-Based and Structural Methods for Fingerprint Classification”, in Applied Graph Theory in Computer Vision and Pattern Recognition, A. Kandel, Bunke, H., and Last, M. Springer, 2007, pp. 205-226.
2006
A. Serrau, “Structural and graph-based methods for automatic fingerprint classification”, Cagliari (Italy), 2006.
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.
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.