Publications

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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. Abstract
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Giorgio Giacinto, Roberto Perdisci, Mauro Del Rio, Fabio Roli , "Intrusion detection in computer networks by a modular ensemble of one-class classifiers", Information Fusion, vol. 9, issue 1: Elsevier, 2008  .
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Giorgio Fumera, Fabio Roli , "A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, issue 6, pp. 942-956, 06/2005. Abstract
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Giorgio Fumera, Fabio Roli , "Analysis of error-reject trade-off in linearly combined multiple classifiers", Pattern Recognition, vol. 37, issue 6, pp. 1245-1265, 06/2004. Abstract
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Giorgio Giacinto, Fabio Roli, Luca Didaci , "Fusion of multiple classifiers for intrusion detection in computer networks", Pattern Recognition Letters, vol. 24, issue 12: Elsevier, pp. 1795-1803, 2003  .
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Giorgio Giacinto, Fabio Roli, Giorgio Fumera , "Selection of image classifiers", Electronics Letters, vol. 36, issue 5, pp. 420-422, 03/2000. Abstract
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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. Abstract
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Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli , "Bagging classifiers for fighting poisoning attacks in adversarial classification tasks", Multiple Classifier Systems (MCS 2011), vol. 6713: Springer-Verlag, pp. 350-359, 2011  .
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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. Abstract
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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. Abstract
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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. Abstract
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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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