Publications

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Book Chapter
Gian Luca Marcialis, Fabio Roli, Alessandra Serrau , "Graph-Based and Structural Methods for Fingerprint Classification", Applied Graph Theory in Computer Vision and Pattern Recognition: Springer, pp. 205-226, 2007  . Abstract
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Journal Article
Giorgio Fumera, Fabio Roli, Alessandra Serrau , "A Theoretical Analysis of Bagging as a Linear Combination of Classifiers", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, issue 7: IEEE Computer Society, pp. 1293-1299, 07/2008. Abstract
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Conference Paper
Alessandra Serrau, Gian Luca Marcialis, Horst Bunke, Fabio Roli , "An Experimental Comparison of Fingerprint Classification Methods Using Graphs", 5th IAPR-TC15 Workshop on Graph-based, L. Brun and M. Vento, vol. 3434, Poitiers, Springer, pp. 281-290, 11/04/2005. Abstract
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Giorgio Fumera, Fabio Roli, Alessandra Serrau , "Dynamics of Variance Reduction in Bagging and Other Techniques", 6th Int. Workshop on Multiple Classifier Systems (MCS 2005), 2005, vol. 3541, Seaside, CA, USA, Springer, pp. 316-325, 13/06/2005. Abstract
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Gian Luca Marcialis, Fabio Roli, Alessandra Serrau , "Fusion of Statistical and Structural Fingerprint Classifiers", 4th Int. Audio- and Video-Based Person Authentication, vol. 2688, Guildford, Springer, pp. 310-317, 09/06/2003. Abstract
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Thesis
Alessandra Serrau , "Structural and graph-based methods for automatic fingerprint classification", DIEE, Cagliari (Italy), pp. 114, 2006  .
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