Publications

Export 419 results:
2007
R. Perdisci, Statistical Pattern Recognition Techniques for Intrusion Detection in Computer Networks. Challenges and Solutions., Cagliari (Italy), 2007.
F. Roli, Didaci, L., and Marcialis, G. L., Template co-update in multimodal biometric systems, in 2nd International Conference on Biometrics ICB 2007, Seoul (South Korea), 2007, vol. 4642, pp. 1194-1202.
P. Coli, Marcialis, G. L., and Roli, F., Vitality detection from fingerprint images: a critical survey, in 2nd International Conference on Biometrics ICB 2007, Seoul (South Korea), 2007, vol. 4642, pp. 722-731.
2006
R. Perdisci, Giacinto, G., and Roli, F., Alarm clustering for intrusion detection systems in computer networks, Engineering Applications of Artificial Intelligence, vol. 19, pp. 429-438, 2006.
P. Coli, Marcialis, G. L., and Roli, F., Analysis and selection of features for the fingerprint vitality detection, in Joint IAPR Int. Workshop. on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR06, 2006, vol. 4109, pp. 907-915.
G. L. Marcialis and Roli, F., Decision-level fusion of PCA and LDA-based face recognition algorithms, International Journal of Image and Graphics, vol. 6, pp. 293-311, 2006.
F. Roli and Marcialis, G. L., Semi-supervised PCA-based face recognition using self-training, in Joint IAPR Int. Workshop. on Structural and Syntactical Pattern Recognition and Statistical Techniques in Pattern Recognition S+SSPR06, Hong Kong (China), 2006, vol. 4109.
L. Didaci, Marcialis, G. L., and Roli, F., Semi-supervised techniques for improving the performance of multiple classifier systems and personal recognition systems using biometric traits, in Italian Conference on Intelligent Systems (CISI06), Ancona (Italy), 2006.
G. Fumera, Pillai, I., and Roli, F., Spam filtering based on the analysis of text information embedded into images, Journal of Machine Learning Research (special issue on Machine Learning in Computer Security), vol. 7, pp. 2699-2720, 2006.
A. Serrau, Structural and graph-based methods for automatic fingerprint classification, Cagliari (Italy), 2006.
A. Montali, Giacinto, G., Migliaccio, M., and Gambardella, A., Supervised Pattern Classification Techniques for Oil Spill Classification in SAR Images: Preliminary Results, in SEASAR2006 Workshop, ESA-ESRIN, Frascati, Italy, 2006, pp. 23-26.
L. Didaci and Roli, F., Using Co-training and Self-training in Semi-Supervised Multiple Classifier Systems, in Statistical Techniques in Pattern Recognition, Hong Kong, China, 2006.
2005
G. Giacinto, Perdisci, R., and Roli, F., 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, pp. 184-193.
L. Didaci, Dynamic Classifier Selection, Cagliari (Italy), 2005.
G. Fumera, Roli, F., and Serrau, A., 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, pp. 316-325.
A. Serrau, Marcialis, G. L., Bunke, H., and Roli, F., 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, pp. 281-290.
G. L. Marcialis and Roli, F., Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function, Pattern Recognition Letters, vol. 26, pp. 1830-1839, 2005.
F. Roli and Vitulano, S., Image Analysis and Processing, vol. 3617. Springer-Verlag, 2005.
G. Giacinto and Roli, F., Instance-Based Relevance Feedback for Image Retrieval, in Advances in Neural Information Processing Systems (NIPS) 17, 2005, pp. 489-496.
N. C. Oza, Polikar, R., Kittler, J., and Roli, F., Multiple Classifier Systems, vol. 3541. Springer-Verlag, 2005.
G. Giacinto, Perdisci, R., and Roli, F., Network Intrusion Detection by Combining One-class Classifiers, in 13th International Conference on Image Analysis and Processing (ICIAP 2005), Cagliari, Italy, 2005, vol. 3617, pp. 58-65.
G. Giacinto, Roli, F., and Tronci, R., 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.
F. Roli, Semi-supervised Multiple Classifier Systems: Background and Research Directions, in 6th Int. Workshop on Multiple Classifier Systems (MCS 2005), Seaside, CA, USA, 2005, vol. 3541, pp. 1-11.
L. Didaci, Giacinto, G., Roli, F., and Marcialis, G. L., A study on the performances of Dynamic Classifier Selection based on Local Accuracy Estimation, Pattern Recognition, vol. 38, pp. 2188-2191, 2005.
G. Fumera and Roli, F., A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 27, pp. 942-956, 2005. (887.92 KB)

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