Publications

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Book Chapter
F. Roli e Giacinto, G., «Pattern Recognition for Intrusion Detection in Computer Networks», in Pattern Recognition and String Matching, D. Chen e Cheng, X. Kluwer Academic Publishers, 2002.
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.
G. Fumera, Marcialis, G. L., Biggio, B., Roli, F., e Schuckers, S. C., «Multimodal Anti-Spoofing in Biometric Recognition Systems», in Handbook of Biometric Anti-Spoofing, S. Marcel, Nixon, M., e Li, S. Z. Springer, 2014, pagg 165-184. (155.83 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.
D. Ariu, Corona, I., Tronci, R., e Giacinto, G., «Machine Learning in Security Applications», in Machine Learning, Software Engineering and Standardization, P. Perner ibai-publishing, 2013.
I. Corona, Giacinto, G., e Roli, F., «Intrusion Detection in Computer Systems using Multiple Classifer Systems», in Supervised and Unsupervised Ensemble Methods and Their Applications, O. Okun and G. Valentini., Springer-Verlag, Berlin/Heidelberg, 2008, pagg 91-114.
G. Giacinto e Roli, F., «Instance-Based Relevance Feedback in Image Retrieval using Dissimilarity Spaces», in Case-Based Reasoning for signals and images, P. Perner Springer, 2007.
R. Tronci, Murgia, G., Pili, M., Piras, L., e Giacinto, G., «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, C. Lai, Semeraro, G., e Vargiu, E. Springer, 2013. (1.98 MB)
L. Piras, Caputo, B., Dang-Nguyen, D. - T., Riegler, M., e Halvorsen, P., «Image Retrieval Evaluation in Specific Domains», in Information Retrieval Evaluation in a Changing World - Lessons Learned from 20 Years of CLEF, 2019, pagg 275–305. (202.36 KB)
G. L. Marcialis, Roli, F., e Serrau, A., «Graph-Based and Structural Methods for Fingerprint Classification», in Applied Graph Theory in Computer Vision and Pattern Recognition, A. Kandel, Bunke, H., e Last, M. Springer, 2007, pagg 205-226.
M. Villegas, Müller, H., de Herrera, A. García Se, Schaer, R., Bromuri, S., Gilbert, A., Piras, L., Wang, J., Yan, F., Ramisa, A., Dellandrea, E., Gaizauskas, R., Puigcerver, K. Mikolajczy, Toselli, A. H., Sánchez, J. - A., e Vidal, E., «General Overview of ImageCLEF at the CLEF 2016 Labs», in Lecture Notes in Computer Science, Springer International Publishing, 2016. (1.07 MB)
M. Villegas, Müller, H., Gilbert, A., Piras, L., Wang, J., Mikolajczyk, K., de Herrera, A. García Se, Bromuri, S., M. Amin, A., Mohammed, M. Kazi, Acar, B., Uskudarli, S., Marvasti, N. B., Aldana, J. F., e García, Mdel Mar Ro, «General Overview of ImageCLEF at CLEF2015 Labs», in Lecture Notes in Computer Science, Springer International Publishing, 2015. (786.29 KB) (705 bytes)
G. L. Marcialis e Roli, F., «Fusion of Face Recognition Algorithms for Video-Based Surveillance Systems», in Multisensor Surveillance Systems: The Fusion Perspective, G. L. Foresti; C. Varshney Kluwer Academic, 2003, pagg 235-250.
G. L. Marcialis, Roli, F., Coli, P., e Delogu, G., «A Fingerprint Forensic Tool for Criminal Investigations», in Handbook of Research on Computational Forensics, Digital Crime and Investigation: Methods and Solutions, C. - T. Li IGI Press, 2010, pagg 23-52.
D. Maiorca, Ariu, D., Corona, I., e Giacinto, G., «An Evasion Resilient Approach to the Detection of Malicious PDF Files», in Information Systems Security and Privacy (Communication in Computer and Information Science), vol 576, Springer, 2015, pagg 68-85. (503.11 KB)
B. Biggio, Fumera, G., e Roli, F., «Evade Hard Multiple Classifier Systems», in Supervised and Unsupervised Ensemble Methods and Their Applications, vol 245, O. Okun e Valentini, G. Springer Berlin / Heidelberg, 2009, pagg 15-38. (562.89 KB)
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.
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, 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.
B. Biggio, Fumera, G., e Roli, F., «Bayesian Linear Combination of Neural Networks», in Innovations in Neural Information Paradigms and Applications, vol 247, M. Bianchini, Maggini, M., Scarselli, F., e Jain, L. C. Springer Berlin / Heidelberg, 2009, pagg 201-230. (435.32 KB)
G. L. Marcialis, Fumera, G., e Biggio, B., «Anti-spoofing: Multimodal», in Encyclopedia of Biometrics, S. Z. Li e Jain, A. K. Springer US, 2014, pagg 1-4.
A. Rattani, Marcialis, G. L., e Roli, F., «Adaptive Multibiometric Systems: Conceptual Representation and Performance Evaluation Over Time», in Handbook on Multibiometrics Systems: Modern Approach to Identity Verification, D. Ranjan Kisku, Gupta, P., e Tistarelli, M. VDM - Lambert Academic Publishing, 2012, pagg 120 -143.
L. Didaci, Marcialis, G. L., e Roli, F., «Adaptive Multibiometric Systems», in Multibiometrics for Human Identification, B. Bhanu e Govindaraju, V. Cambridge University Press, 2011.
F. Roli, Didaci, L., e Marcialis, G. L., «Adaptive biometric systems that can improve with use», in Advances in Biometrics: Sensors, Systems and Algorithms, R. ;V. N. Govindaraju Springer, 2008, pagg 447-471.

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