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) 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.
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) 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.
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) 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.
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.
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.
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) 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)