Publications
, “ImageHunter: a Novel Tool for Relevance Feedback in Content Based Image Retrieval”, in New Challenges in Distributed Information Filtering and Retrieval. DART 2011: Revised and Invited Papers, Springer, 2013.
(1.98 MB)
(1.98 MB), “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, pp. 821-830.
, “Competition on Counter Measures to 2-D Facial Spoofing Attacks”, in International Joint Conference on Biometrics (IJCB 2011), 2011.
, “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)
(303.73 KB), “Dynamic Linear Combination of Two-Class Classifiers”, in Lecture Notes in Computer Science, 2010, vol. 6218, pp. 473-482.
, “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, pp. 163-177.
, “Dynamic score combination of binary experts”, in 19th International Conference on Pattern Recognition (ICPR 2008), Tampa (Florida, USA), 2008.
, “Dynamic Score Selection for Fusion of Multiple Biometric Matchers”, in 14th IEEE International Conference on Image Analysis and Processing ICIAP 2007, Modena, Italy, 2007, pp. 15-20.
, “Fusion of multiple clues for photo-attack detection in face recognition systems”, in International Joint Conference on Biometrics (IJCB 2011), IEEE Computer Society (2011), 2011.
, “Image Hunter at ImageCLEF 2012 Personal Photo Retrieval Task”, in CLEF (Online Working Notes/Labs/Workshop), Rome, 2012. (2.78 MB)
(2.78 MB), “ImageHunter: a novel tool for Relevance Feedback in Content Based Image Retrieval”, in 5th International Workshop on New Challenges in Distributed Information Filtering and Retrieval (DART), Palermo, Italy, 2011. (1.31 MB)
(1.31 MB), “Index Driven Combination of Multiple Biometric Experts for AUC Maximisation”, in 7th International Workshop on Multiple Classifiers Systems MCS 2007, Prague (Czech Republic), 2007, vol. 4472, pp. 357-366.
, “The PRA and AmILAB at ImageCLEF 2012 Photo Flickr Annotation Task”, in CLEF (Online Working Notes/Labs/Workshop), Rome, 2012. (540.05 KB)
(540.05 KB), “A Score Decidability Index for Dynamic Score Combination”, in Pattern Recognition, International Conference on, Los Alamitos, CA, USA, 2010, pp. 69-72.
, “Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication”, in 13th International Conference on Image Analysis and Processing (ICIAP 2005), Cagliari (Italy), 2005, vol. 3617, pp. 1018-1025.
, “Selection of experts for the design of multiple biometric systems”, in Machine Learning and Data Mining in Pattern Recognition, MLDM 2007, Leipzig, 2007, vol. 4571, pp. 795-809.
, “A study on the evaluation of relevance feedback in multi-tagged image datasets”, in 7th IEEE International Workshop on Multimedia Information Processing and Retrieval, California, USA, 2011. (259.03 KB)
(259.03 KB), “SuStorID: A Multiple Classifier System for the Protection of Web Services”, in International Conference on Pattern Recognition (ICPR 2012), Tsukuba International Congress Center, Tsukuba Science City, JAPAN, 2012, pp. 2375-2378. (286.16 KB)
(286.16 KB), “Designing multiple biometric systems: measures of ensemble effectiveness”, Engineering Applications of Artificial Intelligence, vol. 22, pp. 66-78, 2009.
, “HMMpayl: An Intrusion Detection System Based On Hidden Markov Models”, Computers & Security, vol. 30, pp. 221 - 241, 2011. (1.88 MB)
(1.88 MB), “Machine Learning in Security Applications”, Trans. Mach. Learn. Data Min., vol. 8, pp. 3-39, 2015.
, “Performance Evaluation of Relevance Feedback for Image Retrieval by “Real-World” Multi-Tagged Image Datasets”, International Journal of Multimedia Data Engineering and Management (IJMDEM), vol. 3, p. 16, 2012. (357.99 KB)
(357.99 KB), “Ensemble of binary classifiers: combination techniques and design issues”, University of Cagliari, 2008.
