Publications

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Book Chapter
F. Roli, Serpico, S. B., e Vernazza, G., «Neural Networks for classification of remotely sensed images», in Fuzzy Logic and Neural Network Handbook, C. H. C. hen McGraw-Hill, 1996.
Conference Paper
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, pagg 456-463.
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.
L. Piras e Giacinto, G., «Neighborhood-Based Feature Weighting for Relevance Feedback in Content-Based Retrieval», in 10th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), London, United Kingdom, 2009, pagg 238-241. (181.68 KB)
G. Giacinto, Perdisci, R., e Roli, F., «Network Intrusion Detection by Combining One-class Classifiers», in 13th International Conference on Image Analysis and Processing (ICIAP 2005), Cagliari, Italy, 2005, vol 3617, pagg 58-65.
Y. Yao, Marcialis, G. L., Pontil, M., Frasconi, P., e Roli, F., «A New Machine Learning Approach to Fingerprint Classification», in 7mo Congresso dell’Associazione Italiana per l’Intelligenza Artificiale, Bari (Italy), 2001, vol 2175, pagg 57-63.
M. Ahmadi, Ulyanov, D., Semenov, S., Trofimov, M., e Giacinto, G., «Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification», in Proceedings of the Sixth ACM on Conference on Data and Application Security and Privacy, 2016, pagg 183–194. (6.49 MB)
Journal Article
R. P. W. Duin, Roli, F., e de Ridder, D., «A note on core research issues for statistical pattern recognition», Pattern Recognition Letters, vol 23, pagg 493-499, 2002.
G. L. Marcialis, Roli, F., e Fadda, G., «A Novel Method for Head Pose Estimation based on the ``Vitruvian Man''», International Journal of Machine Learning and Cybernetics, vol 5, n° 1, 2014. (1.06 MB)