Publications
Found 47 results
Book
Jon Atli Benediktsson, Josef Kittler, Fabio Roli ,
"Multiple Classifier Systems",
Lecture Notes in Computer Science, vol. 5519, no. LNCS, Reykjavik, Iceland, Springer, pp. 540, 2009 .
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Michal Haindl, Josef Kittler, Fabio Roli ,
"Multiple Classifier Systems",
Lecture Notes in Computer Science, vol. 4472, no. LNCS: Springer, pp. 524, 2007 .
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N.C. Oza, R. Polikar, J. Kittler, F. Roli ,
"Multiple Classifier Systems",
Lecture Notes in Computer Science, vol. 3541: Springer-Verlag, 2005 .
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F. Roli, J. Kittler, T. Windeatt ,
"Multiple Classifier Systems",
Lecture Notes in Computer Science, vol. 3077: Springer-Verlag, 2004 .
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T. Windeatt, F. Roli ,
"Multiple Classifier Systems",
Lecture Notes in Computer Science, vol. 2709: Springer-Verlag, 2003 .
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F. Roli, J. Kittler, T. Windeatt ,
"Multiple Classifier Systems",
Lecture Notes in Computer Science, vol. 2364: Springer-Verlag, 2002 .
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J. Kittler, F. Roli ,
"Multiple Classifier Systems",
Lecture Notes in Computer Science, vol. 2096: Springer-Verlag, 2001 .
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J. Kittler, F. Roli ,
"Multiple Classifier Systems",
Lecture Notes in Computer Science, vol. 1857: Springer-Verlag, 2000 .
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Book Chapter
Battista Biggio, Giorgio Fumera, Fabio Roli ,
"Bayesian Linear Combination of Neural Networks",
Innovations in Neural Information Paradigms and Applications, vol. 247: Springer Berlin / Heidelberg, pp. 201-230, 2009 .
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Battista Biggio, Giorgio Fumera, Fabio Roli ,
"Evade Hard Multiple Classifier Systems",
Supervised and Unsupervised Ensemble Methods and Their Applications, vol. 245: Springer Berlin / Heidelberg, pp. 15-38, 2009 .
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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.
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Conference Paper
Igino Corona, Roberto Tronci, Giorgio Giacinto, ,
"SuStorID: A Multiple Classifier System for the Protection of Web Services",
International Conference on Pattern Recognition (ICPR 2012), Tsukuba International Congress Center, Tsukuba Science City, JAPAN, IAPR, 11/09/2012.
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Igino Corona, Giorgio Giacinto ,
"Detection of server side web attacks",
Workshop on Applications of Pattern Analysis , Cumberland Lodge, London, UK, 01/09/2010.
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Battista Biggio, Giorgio Fumera, Fabio Roli ,
"Multiple Classifier Systems under Attack",
9th Int. Workshop on Multiple Classifier Systems (MCS 2010), vol. 5997, Cairo, Egypt, Springer, pp. 74--83, 07/04/2010.
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Battista Biggio, Giorgio Fumera, Fabio Roli ,
"Multiple Classifier Systems for Adversarial Classification Tasks",
8th Int. Workshop on Multiple Classifier Systems (MCS 2009), vol. 5519, Reykjavik, Iceland, Springer, pp. 132-141, 10/06/2009.
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Battista Biggio, Giorgio Fumera, Fabio Roli ,
"Adversarial Pattern Classification Using Multiple Classifiers and Randomisation",
12th Joint IAPR International Workshop on Structural and Syntactic Pattern Recognition (SSPR 2008), Orlando, Florida, USA, Springer-Verlag, 04/12/2008.
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Battista Biggio, Giorgio Fumera, Fabio Roli ,
"Evade Hard Multiple Classifier Systems",
Workshop on Supervised and Unsupervised Ensemble Methods and Their Applications (SUEMA 2008), Patras, Greece, 21/07/2008.
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Battista Biggio, Giorgio Fumera, Fabio Roli ,
"Bayesian Analysis of Linear Combiners",
7th Int. Workshop on Multiple Classifier Systems (MCS 2007), vol. 4472, Prague, Czech Republic, Springer, pp. 292-301, 23/05/2007.
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Manuela Zanda, Gavin Brown, Giorgio Fumera, Fabio Roli ,
"Ensemble Learning in Linearly Combined Classifiers via Negative Correlation",
7th Int. Workshop on Multiple Classifier Systems (MCS 2007), vol. 4472, Prague, Czech Republic, Springer, pp. 440-449, 23/05/2007.
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