Publications
, «Fusion of Face Recognition Algorithms for Video-Based Surveillance Systems», in Multisensor Surveillance Systems: The Fusion Perspective, Kluwer Academic, 2003, pagg 235-250.
, «Fusion of multiple classifiers for intrusion detection in computer networks», Pattern Recognition Letters, vol 24, pagg 1795-1803, 2003.
, «Fusion of Statistical and Structural Fingerprint Classifiers», in 4th Internation Audio- and Video-Based Person Authentication, Guildford, 2003, vol 2688, pagg 310-317.
, «Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results», in 4th Int. Workshop on Multiple Classifier Systems (MCS 2003), Guildford, UK, 2003, vol 2709, pagg 74-83.
, «A Modular Multiple Classifier System for the Detection of Intrusions in Computer Networks», in 4th Int. Workshop on Multiple Classifier Systems (MCS 2003), Guildford, United Kingdom, 2003, vol 2709, pagg 346-355.
, Multiple Classifier Systems, vol 2709. Springer-Verlag, 2003.
, «Perceptron-based fusion of multiple fingerprint matchers», in First International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR03), Firenze (Italy), 2003, pagg 92-99.
, «Analysis of error-reject trade-off in linearly combined multiple classifiers», Pattern Recognition, vol 37, pagg 1245-1265, 2004.
, «Bayesian Relevance Feedback for Content-Based Image Retrieval», Pattern Recognition, vol 37, pagg 1499-1508, 2004.
, «Dynamic Classifier Selection by Adaptive k-Nearest-Neighbourhood Rule», in 5th Int. Workshop on Multiple Classifier Systems (MCS 2004), 2004, vol 3077.
, «Fingerprint verification by decision-level fusion of optical and capacitive sensors», in International Workshop on Biometric Authentication (BioAW04), Prague (Czech Republic), 2004, vol 3087, pagg 307-317.
, «Fingerprint verification by fusion of optical and capacitive sensors», Pattern Recognition Letters, vol 25, pagg 1315-1322, 2004.
, «Fusion of appearance-based face recognition algorithms», Pattern Analysis and Applications, vol 7, pagg 151-163, 2004.
, «Fusion of multiple classifiers for person recognition by fingerprints and faces», Cagliari (Italy), 2004.
, «High security fingerprint verification by perceptron-based fusion of multiple matchers», in 5th International Workshop on Multiple Classifiers Systems (MCS04), Cagliari (Italy), 2004, vol 3077, pagg 364-373.
, Multiple Classifier Systems, vol 3077. Springer-Verlag, 2004.
, «Nearest-Prototype Relevance Feedback for Content Based Image Retrieval», in Int. Conf. on Pattern Recognition (ICPR 2004), Cambridge (UK), 2004, pagg 989-992.
, «A Two-Stage Classifier with Reject Option for Text Categorisation», in 5th Int. Workshop on Statistical Techniques in Pattern Recognition (SPR 2004), Lisbon, Portugal, 2004, vol 3138, pagg 771-779.
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(151.61 KB), «Alarm Clustering for Intrusion Detection Systems in Computer Networks», in Machine Learning and Data Mining in Pattern Recognition (MLDM 2005), Leipzig, Germany, 2005, vol 3587, pagg 184-193.
, «Dynamic Classifier Selection», Cagliari (Italy), 2005.
, «Dynamics of Variance Reduction in Bagging and Other Techniques», in 6th Int. Workshop on Multiple Classifier Systems (MCS 2005), Seaside, CA, USA, 2005, 2005th ed, vol 3541, pagg 316-325.
, «An Experimental Comparison of Fingerprint Classification Methods Using Graphs», in 5th IAPR-TC15 Workshop on Graph-based, Poitiers, 2005, L. Brun and M. Vento., vol 3434, pagg 281-290.
, «Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function», Pattern Recognition Letters, vol 26, pagg 1830-1839, 2005.
, Image Analysis and Processing, vol 3617. Springer-Verlag, 2005.
