Publications

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G. Fumera and Roli, F., “Support Vector Machines with Embedded Reject Option”, in Int. Workshop on Pattern Recognition with Support Vector Machines (SVM2002), Niagara Falls, Canada, 2002, pp. 68-82.
G. Fumera and Roli, F., “A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, pp. 942-956, 2005. (887.92 KB)
G. Fumera, Pillai, I., Roli, F., and Biggio, B., “Image spam filtering using textual and visual information”, in MIT Spam Conference 2007, Cambridge, MA, USA, 2007. (513.42 KB)
G. Fumera and Roli, F., “Error rejection in linearly combined multiple classifiers”, in Multiple Classifier Systems (MCS 2001), Robinson College, Cambridge, UK, 2001, vol. 2096, pp. 329-338.
G. Fumera, Pillai, I., and Roli, F., “Spam filtering based on the analysis of text information embedded into images”, Journal of Machine Learning Research (special issue on Machine Learning in Computer Security), vol. 7, pp. 2699-2720, 2006.
G. Fumera, Pillai, I., and Roli, F., “Classification with Reject Option in Text Categorisation Systems”, in 12th International Conference on Image Analysis and Processing (ICIAP 2003), Mantova, 2003, pp. 582-587. (209.28 KB)
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J. Galbally and Satta, R., “Three-dimensional and two-and-a-half- dimensional face recognition spoofing using three-dimensional printed models”, IET Biometrics, vol. 5, no. 2, 2016. (1.33 MB)
A. Gambardella, Giacinto, G., Migliaccio, M., and Montali, A., “One-class classification for oil spill detection”, Pattern Analysis and Applications, 2009.
A. Gambardella, Giacinto, G., and Migliaccio, M., “On the Mathematical Formulation of the SAR Oil-Spill Observation Problem”, in IEEE International Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008, 2008, vol. 3, p. III -1382-III -1385.
L. Ghiani, Hadid, A., Marcialis, G. L., and Roli, F., “Fingerprint liveness detection using Binarized Statistical Image Features”, in IEEE 6th International Conference on Biometrics: Theory, Applications, and Systems, (BTAS 2013), Washington DC (USA), 2013. (615.3 KB)
L. Ghiani, Marcialis, G. L., and Roli, F., “Fingerprint liveness detection by local phase quantization”, in Pattern Recognition (ICPR), 2012 21st International Conference on, Tsukuba (Japan), 2012. (114.74 KB)
L. Ghiani, Yambay, D., Mura, V., Tocco, S., Marcialis, G. L., Roli, F., and Schuckers, S., “LivDet 2013 – Fingerprint Liveness Detection Competition”, in IAPR/IEEE 6th Int. Conf. on Biometrics (ICB 2013), Madrid (Spain), 2013. (755.98 KB)
L. Ghiani, Denti, P., and Marcialis, G. L., “Experimental results on fingerprint liveness detection”, in Proceedings of the 7th international conference on Articulated Motion and Deformable Objects (AMDO 2012), Andratx (Mallorca, Spain), 2012. (595.48 KB)
L. Ghiani, Yambay, D. A., Mura, V., Marcialis, G. L., Roli, F., and Schuckers, S. A., “Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015”, Image and Vision Computing, p. -, 2016.
L. Ghiani, Marcialis, G. L., and Roli, F., “Experimental results on the feature-level fusion of multiple fingerprint liveness detection algorithms”, in Proceedings of the on Multimedia and security, Coventry (UK), 2012. (940.07 KB)
G. Giacinto and Roli, F., “Dynamic Classifier Selection Based on Multiple Classifier Behaviour”, Pattern Recognition, vol. 34, pp. 179-181, 2001.
G. Giacinto, “A Nearest-Neighbor Approach to Relevance Feedback in Content Based Image Retrieval”, in 6th ACM international conference on Image and video retrieval (CIVR'07), Amsterdam, 2007, pp. 456-463.
G. Giacinto, Roli, F., and Fumera, G., “Selection of classifiers based on multiple classifier behaviour”, in Joint IAPR Int. Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (S+SSPR 2000), Alicante, Spain, 2000, vol. 1876, pp. 87-93.
G. Giacinto, “Moving Targets - When Data Classes Depend on Subjective Judgement, or They Are Crafted by an Adversary to Mislead Pattern Analysis Algorithms - The Cases of Content Based Image Retrieval and Adversarial Classification”, in Advances in Data Mining. Applications and Theoretical Aspects, vol. LNCS 6171, P. Perner Springer-Verlag, 2010, pp. 1-16.
G. Giacinto and Roli, F., “Instance-Based Relevance Feedback for Image Retrieval”, in Advances in Neural Information Processing Systems (NIPS) 17, 2005, pp. 489-496.
G. Giacinto, Roli, F., and Didaci, L., “A Modular Multiple Classifier System for the Detection of Intrusions in Computer Networks”, in 4th Int. Workshop on Multiple Classifier Systems (MCS 2003), Guildford, United Kingdom, 2003, vol. 2709, pp. 346-355.
G. Giacinto, Roli, F., and Fumera, G., “Selection of image classifiers”, Electronics Letters, vol. 36, pp. 420-422, 2000.
G. Giacinto and Roli, F., “Adaptive Selection Of Image Classifiers”, in 9th International Conference on Image Analysis and Processing, Florence, Italy, 1997, pp. 38-45.
G. Giacinto and Roli, F., “Intrusion Detection in Computer Networks by Multiple Classifier Systems”, in 16th International Conference on Pattern Recognition (ICPR 2002), Quebec City, Canada, 2002, vol. II, pp. 390-393.
G. Giacinto and Roli, F., “Design of effective neural network ensembles for image classification”, Image and Vision Computing Journal, vol. 19, pp. 697-705, 2001.

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