Publications

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G. Fumera e Roli, F., «Error rejection in linearly combined multiple classifiers», in Multiple Classifier Systems (MCS 2001), Robinson College, Cambridge, UK, 2001, vol 2096, pagg 329-338.
G. Fumera, Pillai, I., e 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, pagg 2699-2720, 2006.
G. Fumera, Pillai, I., e Roli, F., «Classification with Reject Option in Text Categorisation Systems», in 12th International Conference on Image Analysis and Processing (ICIAP 2003), Mantova, 2003, pagg 582-587. (209.28 KB)
G. Fumera e Roli, F., «Performance Analysis and Comparison of Linear Combiners for Classifier Fusion», in Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops SSPR 2002 and SPR 2002, 2002, vol 2396, pagg 424-432.
G. Fumera e Roli, F., «Analysis of error-reject trade-off in linearly combined multiple classifiers», Pattern Recognition, vol 37, pagg 1245-1265, 2004.
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J. Galbally e Satta, R., «Three-dimensional and two-and-a-half- dimensional face recognition spoofing using three-dimensional printed models», IET Biometrics, vol 5, n° 2, 2016. (1.33 MB)
A. Gambardella, Giacinto, G., Migliaccio, M., e Montali, A., «One-class classification for oil spill detection», Pattern Analysis and Applications, 2009.
A. Gambardella, Giacinto, G., e 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, pag III -1382-III -1385.
L. Ghiani, Marcialis, G. L., e 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., e 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., e 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., e Schuckers, S. A., «Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015», Image and Vision Computing, pag -, 2016.
L. Ghiani, Marcialis, G. L., e 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)
L. Ghiani, Hadid, A., Marcialis, G. L., e 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)
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, pagg 1-16.
G. Giacinto, Roli, F., e 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, pagg 87-93.
G. Giacinto e Roli, F., «Instance-Based Relevance Feedback for Image Retrieval», in Advances in Neural Information Processing Systems (NIPS) 17, 2005, pagg 489-496.
G. Giacinto, Roli, F., e Fumera, G., «Selection of image classifiers», Electronics Letters, vol 36, pagg 420-422, 2000.
G. Giacinto, Roli, F., e 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, pagg 346-355.
G. Giacinto e Roli, F., «Adaptive Selection Of Image Classifiers», in 9th International Conference on Image Analysis and Processing, Florence, Italy, 1997, pagg 38-45.
G. Giacinto e 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, pagg 390-393.
G. Giacinto e Roli, F., «Design of effective neural network ensembles for image classification», Image and Vision Computing Journal, vol 19, pagg 697-705, 2001.
G. Giacinto, Paolucci, R., e Roli, F., «Application of Neural Networks and Statistical Pattern Recognition Algorithms to Earthquake Risk Evaluations», Pattern Recognition Letters, vol 18, pagg 1353-1362, 1997.
G. Giacinto, Roli, F., e Fumera, G., «Adaptive Query Shifting for Content-Based Image Retrieval», in Int. Workshop on Machine Learning and Data Mining in Pattern Recognition (MLDM’01), 2001, vol 2123, pagg 337-346.
G. Giacinto e Roli, F., «Nearest-Prototype Relevance Feedback for Content Based Image Retrieval», in Int. Conf. on Pattern Recognition (ICPR 2004), Cambridge (UK), 2004, pagg 989-992.

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