Publications

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Filters: Author is Joseph Kittler  [Clear All Filters]
2000
J. Kittler e Roli, F., Multiple Classifier Systems, vol 1857. Springer-Verlag, 2000.
2001
L. Kuncheva, Roli, F., Marcialis, G. L., e Shipp, C., «Complexity of Data Subsets Generated by the Random Subspace Method: an Experimental Investigation», in 2nd International Workshop on Multiple Classifier Systems (MCS 2001), 2001, vol 2096, pagg 349-358.
J. Kittler e Roli, F., Multiple Classifier Systems, vol 2096. Springer-Verlag, 2001.
2002
F. Roli, Kittler, J., Fumera, G., e Muntoni, D., «An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems», in 3rd Int. Workshop on Multiple Classifier Systems (MCS 2002), Cagliari, Italy, 2002, vol 2364, pagg 325-335.
F. Roli, Fumera, G., e Kittler, J., «Fixed and Trained Combiners for Fusion of Unbalanced Pattern Classifiers», in 5th Int. Conference on Information Fusion (IF 2002), Annapolis, Mariland, USA, 2002, pagg 278-284.
F. Roli, Kittler, J., e Windeatt, T., Multiple Classifier Systems, vol 2364. Springer-Verlag, 2002.
2003
G. L. Marcialis, Roli, F., e Serrau, A., «Fusion of Statistical and Structural Fingerprint Classifiers», in 4th Internation Audio- and Video-Based Person Authentication, Guildford, 2003, vol 2688, pagg 310-317.
2004
F. Roli, Kittler, J., e Windeatt, T., Multiple Classifier Systems, vol 3077. Springer-Verlag, 2004.
2005
G. Fumera, Roli, F., e 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, pagg 316-325.
N. C. Oza, Polikar, R., Kittler, J., e Roli, F., Multiple Classifier Systems, vol 3541. Springer-Verlag, 2005.
2007
R. Tronci, Giacinto, G., e Roli, F., «Index Driven Combination of Multiple Biometric Experts for AUC Maximisation», in 7th International Workshop on Multiple Classifiers Systems MCS 2007, Prague (Czech Republic), 2007, vol 4472, pagg 357-366.
M. Haindl, Kittler, J., e Roli, F., Multiple Classifier Systems, vol 4472. Springer, 2007, pag 524.
2009
J. Atli Benediktsson, Kittler, J., e Roli, F., Multiple Classifier Systems, vol 5519. Reykjavik, Iceland: Springer, 2009, pag 540.
B. Biggio, Fumera, G., e Roli, F., «Multiple Classifier Systems for Adversarial Classification Tasks», in 8th Int. Workshop on Multiple Classifier Systems (MCS 2009), Reykjavik, Iceland, 2009, vol 5519, pagg 132-141. (459.88 KB)
2010
B. Biggio, Fumera, G., e Roli, F., «Multiple Classifier Systems under Attack», in 9th Int. Workshop on Multiple Classifier Systems (MCS 2010), Cairo, Egypt, 2010, vol 5997, pagg 74–83. (231.42 KB)
2011
B. Biggio, Corona, I., Fumera, G., Giacinto, G., e Roli, F., «Bagging classifiers for fighting poisoning attacks in adversarial classification tasks», in Multiple Classifier Systems (MCS 2011), 2011, vol 6713, pagg 350-359. (231.43 KB)
D. Ariu e Giacinto, G., «A modular architecture for the analysis of HTTP payloads based on Multiple Classifiers», in 10th Int. Workshop on Multiple Classifier Systems (MCS 2011), Naples, Italy, 2011. (244.9 KB)
2013
L. Didaci, Fumera, G., e Roli, F., «Diversity in classifier ensembles: fertile concept or dead end?», in 11th Int. Workshop on Multiple Classifier Systems, Nanjing, China, 2013, vol 7872. (241.27 KB) (163.54 KB)
2015
M. A. O. Ahmed, Didaci, L., Fumera, G., e Roli, F., «An Empirical Investigation on the Use of Diversity for Creation of Classifier Ensembles», in Multiple Classifier Systems, 2015, vol 9132, pagg 206-219. (216.76 KB)