Publications

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R. Tronci, Giacinto, G., e Roli, F., «Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method», in Machine Learning and Data Mining in Pattern Recognition (MLDM 2009), Leipzig, Germany, 2009, vol 5632, pagg 163-177.
C. Lobrano, Tronci, R., Giacinto, G., e Roli, F., «Dynamic Linear Combination of Two-Class Classifiers», in Lecture Notes in Computer Science, 2010, vol 6218, pagg 473-482.
L. Didaci e Giacinto, G., «Dynamic Classifier Selection by Adaptive k-Nearest-Neighbourhood Rule», in 5th Int. Workshop on Multiple Classifier Systems (MCS 2004), 2004, vol 3077.
G. Giacinto e Roli, F., «Dynamic Classifier Selection Based on Multiple Classifier Behaviour», Pattern Recognition, vol 34, pagg 179-181, 2001.
G. Giacinto e Roli, F., «Dynamic Classifier Selection», in First Int. Workshop on Multiple Classifier Systems (MCS 2000), Cagliari, Italy, 2000, vol 1857, pagg 177-189.
M. Melis, Scalas, M., Demontis, A., Maiorca, D., Biggio, B., Giacinto, G., e Roli, F., «Do Gradient-Based Explanations Tell Anything About Adversarial Robustness to Android Malware?», International Journal of Machine Learning and Cybernetics, vol 13, pagg 217-232, 2022. (1.2 MB)
M. Narouei, Ahmadi, M., Giacinto, G., Takabi, H., e Sami, A., «DLLMiner: structural mining for malware detection», Security and Communication Networks, 2015. (731.78 KB)
L. Piras, Tronci, R., e Giacinto, G., «Diversity in ensembles of codebooks for visual concept detection», in 17th Int. Conference on Image Analysis and Processing (ICIAP), Naples, Italy, 2013. (303.73 KB)
G. Giacinto e Roli, F., «Dissimilarity Representation of Images for Relevance Feedback in Content-Based Image Retrieval», in Machine Learning and Data Mining in Pattern Recognition (MLDM 2003), Leipzig, Germany, 2003, vol 2734, pagg 202-214.
L. Piras e Giacinto, G., «Dissimilarity representation in multi-feature spaces for image retrieval», in 16th Int. Conference on Image Analysis and Processing (ICIAP), Ravenna, Italy, 2011. (252.22 KB)
I. Corona e Giacinto, G., «Detection of server side web attacks», in Workshop on Applications of Pattern Analysis, Cumberland Lodge, London, UK, 2010. (308.33 KB)
D. Maiorca, Russu, P., Corona, I., Biggio, B., e Giacinto, G., «Detection of Malicious Scripting Code through Discriminant and Adversary-Aware API Analysis», in 1st Italian Conference on CyberSecurity (ITASEC), 2017, vol 1816, pagg 96-105. (371.53 KB)
M. Ahmadi, Biggio, B., Arzt, S., Ariu, D., e Giacinto, G., «Detecting Misuse of Google Cloud Messaging in Android Badware», in 6th Workshop on Security and Privacy in Smartphones and Mobile Devices (SPSM), Vienna, Austria, 2016, pagg 103-112. (626.38 KB)
G. L. Foresti, Giacinto, G., e Roli, F., «Detecting Dangerous Behaviours of Mobile Objects in Parking Areas», in 2nd European Workshop on Advanced Video-based Surveillance Systems (AVBS2001), London, United Kingdom, 2001.
G. L. Foresti, Giacinto, G., e Roli, F., «Detecting Dangerous Behaviors of Mobile Objects in Parking Areas», in Multisensor Surveillance Systems: The Fusion Perspective, R. G. L. C. Foresti e Varshney, P. Kluwer Academic Publishers, 2003, pagg 199-211.
R. Tronci, Giacinto, G., e Roli, F., «Designing multiple biometric systems: measures of ensemble effectiveness», Engineering Applications of Artificial Intelligence, vol 22, pagg 66-78, 2009.
F. Roli e Giacinto, G., «Design of Multiple Classifier Systems», in Hybrid Methods in Pattern Recognition, B. ;A. H. Kandel World Scientific Publishing, 2002.
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, Roli, F., e Fumera, G., «Design of effective multiple classifier systems by clustering of classifiers», in 15th Int. Conference on Pattern Recognition (ICPR 2000), Barcelona, Spain, 2000, vol 2, pagg 160-163.
P. Piredda, Ariu, D., Biggio, B., Corona, I., Piras, L., Giacinto, G., e Roli, F., «Deepsquatting: Learning-based Typosquatting Detection at Deeper Domain Levels», in 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017, vol 10640 of LNCS, pagg 347-358. (1.21 MB)
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G. Giacinto, Roli, F., e Vernazza, G., «Comparison and combination of statistical and Neural Network algorithms for remote-sensing image classification», in Neurocomputation in Remote Sensing Data Analysis, Springer-Verlag, 1997, pagg 117-124.
G. Giacinto, Roli, F., e Fumera, G., «Comparison and Combination of Adaptive Query Shifting and Feature Relevance Learning for Content-Based Image Retrieval», in 11th International Conference on Image Analysis and Processing (ICIAP 2001), Palermo, Italy, 2001, pagg 422-427.
J. Austin, Giacinto, G., Kanellopoulos, I., Lees, K., Roli, F., Vernazza, G., e Wilkinson, G., «The COMPARES Project: COnnectionist Methods for Preprocessing and Analysis of REmote Sensing data», in 9th International Conference on Image Analysis and Processing, 1997, vol 1311, pagg 765-772.
G. Giacinto, Roli, F., e Bruzzone, L., «Combination of Neural and Statistical Algorithms for Supervised Classification of Remote-Sensing Images», Pattern Recognition Letters, vol 21, pagg 385-397, 2000.
R. Tronci, Giacinto, G., e Roli, F., «Combination of experts by classifiers in similarity score spaces», in Joint IAPR Int. Workshop on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR08, Orlando (Florida, USA), 2008, vol 5342, pagg 821-830.

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