Publications

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In Press
Igino Corona, Roberto Tronci, Giorgio Giacinto, , "SuStorID: A Multiple Classifier System for the Protection of Web Services", International Conference on Pattern Recognition (ICPR 2012), Tsukuba International Congress Center, Tsukuba Science City, JAPAN, IAPR, 11/09/2012. Abstract
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Davide Ariu, Igino Corona, Roberto Tronci, Giorgio Giacinto , "Machine Learning in Security Applications", Machine Learning, Software Engineering and Standardization: ibai-publishing, In Press  .
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Igino Corona, Roberto Tronci, Giorgio Giacinto , "SuStorID: A Multiple Classifier System for the Protection of Web Services", International Conference on Pattern Recognition (ICPR 2012), In Press  .
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2013
Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto , "ImageHunter: a Novel Tool for Relevance Feedback in Content Based Image Retrieval", New Challenges in Distributed Information Filtering and Retrieval. DART 2011: Revised and Invited Papers, no. 439: Springer, 2013  .
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2012
Roberto Tronci, Luca Piras, Gabriele Murgia, Giorgio Giacinto , "Image Hunter at ImageCLEF 2012 Personal Photo Retrieval Task", CLEF (Online Working Notes/Labs/Workshop), Rome, 17/09/2012. Abstract
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Luca Piras, Roberto Tronci, Gabriele Murgia, Giorgio Giacinto , "The PRA and AmILAB at ImageCLEF 2012 Photo Flickr Annotation Task", CLEF (Online Working Notes/Labs/Workshop), Rome, 17/09/2012. Abstract
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Roberto Tronci, Luca Piras, Giorgio Giacinto , "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, issue 1: IGI Global, pp. 16, 2012  . Abstract
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Roberto Tronci, Gabriele Murgia, Maurizio Pili, Marco Ristori, Nicola Sirena, Fabio Roli , "The Ambient Intelligence Laboratory of the Sardegna DistrICT", Convegno GIRPR 2012, 2012  .
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2011
Roberto Tronci, Gabriele Murgia, Maurizio Pili, Luca Piras, Giorgio Giacinto , "ImageHunter: a novel tool for Relevance Feedback in Content Based Image Retrieval", 5th International Workshop on New Challenges in Distributed Information Filtering and Retrieval (DART 2011), Palermo, Italy, 17/09/2011. Abstract
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Roberto Tronci, Luca Piras, Luisa Falqui, Giorgio Giacinto , "A study on the evaluation of relevance feedback in multi-tagged image datasets", 7th IEEE International Workshop on Multimedia Information Processing and Retrieval, California, USA, 05/12/2011. Abstract
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Murali Mohan Chakka, André Anjos, Sebastien Marcel, Roberto Tronci, Daniele Muntoni, Gianluca Fadda, Maurizio Pili, Nicola Sirena, Gabriele Murgia, Marco Ristori, Fabio Roli, et al., "Competition on Counter Measures to 2-D Facial Spoofing Attacks", International Joint Conference on Biometrics (IJCB 2011): IEEE Computer Society, 2011  .
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Roberto Tronci, Daniele Muntoni, Gianluca Fadda, Maurizio Pili, Nicola Sirena, Gabriele Murgia, Marco Ristori, Fabio Roli , "Fusion of multiple clues for photo-attack detection in face recognition systems", International Joint Conference on Biometrics (IJCB 2011), IEEE Computer Society (2011), 2011  . Abstract
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Davide Ariu, Roberto Tronci, Giorgio Giacinto , "HMMpayl: An Intrusion Detection System Based On Hidden Markov Models", Computers & Security, vol. 30, issue 4: Elsevier, pp. 221 - 241, 2011  . Abstract
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2010
Carlo Lobrano, Roberto Tronci, Giorgio Giacinto, Fabio Roli , "A Score Decidability Index for Dynamic Score Combination", Pattern Recognition, International Conference on, Los Alamitos, CA, USA, IEEE Computer Society, pp. 69-72, 2010  .
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Carlo Lobrano, Roberto Tronci, Giorgio Giacinto, Fabio Roli , "Dynamic Linear Combination of Two-Class Classifiers", Lecture Notes in Computer Science, vol. 6218: Springer Berlin / Heidelberg, pp. 473-482, 2010  . Abstract
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2009
Roberto Tronci, Giorgio Giacinto, Fabio Roli , "Designing multiple biometric systems: measures of ensemble effectiveness", Engineering Applications of Artificial Intelligence, vol. 22: Elsevier, pp. 66-78, 2009  . Abstract
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Roberto Tronci, Giorgio Giacinto, Fabio Roli , "Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method", Machine Learning and Data Mining in Pattern Recognition (MLDM 2009), vol. 5632, Leipzig, Germany, Springer , pp. 163-177, 2009  . Abstract
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2008
Roberto Tronci, Giorgio Giacinto, Fabio Roli , "Dynamic score combination of binary experts", 19th International Conference on Pattern Recognition (ICPR 2008), Tampa (Florida, USA), IEEE Computer Society Press, 08/12/2008. Abstract
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Roberto Tronci, Giorgio Giacinto, Fabio Roli , "Combination of experts by classifiers in similarity score spaces", Joint IAPR Int. Workshop on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR08, vol. 5342, Orlando (Florida, USA), Springer-Verlag, pp. 821-830, 2008  . Abstract
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Roberto Tronci , "Ensemble of binary classifiers: combination techniques and design issues", DIEE, Department of Electrical and Electronic Engineering: University of Cagliari, 2008  . Abstract
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2007
Roberto Tronci, Giorgio Giacinto, Fabio Roli , "Index Driven Combination of Multiple Biometric Experts for AUC Maximisation", 7th International Workshop on Multiple Classifiers Systems MCS 2007, vol. 4472, Prague (Czech Republic), Springer-Verlang, pp. 357-366, 23/05/2007. Abstract
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Roberto Tronci, Giorgio Giacinto, Fabio Roli , "Selection of experts for the design of multiple biometric systems", Machine Learning and Data Mining in Pattern Recognition, MLDM 2007, vol. 4571, Leipzig, Springer-Verlag, pp. 795-809, 19/07/2007. Abstract
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Roberto Tronci, Giorgio Giacinto, Fabio Roli , "Dynamic Score Selection for Fusion of Multiple Biometric Matchers", 14th IEEE International Conference on Image Analysis and Processing ICIAP 2007, Modena, Italy, pp. 15-20, 2007  . Abstract
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2005
Giorgio Giacinto, Fabio Roli, Roberto Tronci , "Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication", 13th International Conference on Image Analysis and Processing (ICIAP 2005), vol. 3617, Cagliari (Italy), Springer, pp. 1018-1025, 2005  .
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