Publications

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Journal Article
G. Giacinto, Roli, F., and Didaci, L., Fusion of multiple classifiers for intrusion detection in computer networks, Pattern Recognition Letters, vol. 24, pp. 1795-1803, 2003.
F. Roli, Fusion of Multiple Classifiers, 2002.
G. L. Marcialis and Roli, F., Fusion of appearance-based face recognition algorithms, Pattern Analysis and Applications, vol. 7, pp. 151-163, 2004.
G. L. Marcialis and Roli, F., Fingerprint verification by fusion of optical and capacitive sensors, Pattern Recognition Letters, vol. 25, pp. 1315-1322, 2004.
P. Coli, Marcialis, G. L., and Roli, F., Fingerprint silicon replicas: static and dynamic features for vitality detection using an optical capture device, International Journal of Image and Graphics, vol. 8, pp. 495-512, 2008.
G. L. Marcialis, Coli, P., and Roli, F., Fingerprint Liveness Detection based on Fake Finger characteristics, International Journal of Digital Crime and Forensics, vol. 4, no. 3, 2012.
R. Satta, Fumera, G., and Roli, F., Fast Person Re-Identification Based on Dissimilarity Representations, Pattern Recognition Letters, Special Issue on Novel Pattern Recognition-Based Methods for Reidentification in Biometric Context, vol. 33, pp. 1838-1848, 2012. (976.57 KB)
L. Bruzzone, Roli, F., and Serpico, S. B., An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection, IEEE Transactions on Geoscience and Remote Sensing, vol. 33, pp. 1318-1321, 1995.
S. B. Serpico, Bruzzone, L., and Roli, F., An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images, Pattern Recognition Letters, vol. 17, pp. 1331-1341, 1996.
G. Giacinto and Roli, F., Dynamic Classifier Selection Based on Multiple Classifier Behaviour, Pattern Recognition, vol. 34, pp. 179-181, 2001.
W. W. Y. Ng, Hu, J., Yeung, D., Yin, S., and Roli, F., Diversified Sensitivity based Undersampling for Imbalance Classification Problems, IEEE Transactions on Cybernetics, In Press. (1.91 MB)
R. Tronci, Giacinto, G., and Roli, F., Designing multiple biometric systems: measures of ensemble effectiveness, Engineering Applications of Artificial Intelligence, vol. 22, pp. 66-78, 2009.
I. Pillai, Fumera, G., and Roli, F., Designing multi-label classifiers that maximize F measures: state of the art, Pattern Recognition, vol. 61, 2017.
G. Giacinto and Roli, F., Design of effective neural network ensembles for image classification, Image and Vision Computing Journal, vol. 19, pp. 697-705, 2001.
A. Carcangiu, Spano, L. Davide, Fumera, G., and Roli, F., DEICTIC: a Compositional and Declarative Gesture Description based on Hidden Markov Model, International Journal of Human-Computer Studies, In Press.
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.
N. Poh, Rattani, A., and Roli, F., A Critical Analysis of Adaptive Biometric Systems, IET Biometrics, 2012.
Y. Yao, Marcialis, G. L., Pontil, M., Frasconi, P., and Roli, F., Combining Flat and Structural Representations for Fingerprint Classification with Recursive Neural Networks and Support Vector Machine, Pattern Recognition, vol. 36, pp. 397-406, 2003.
G. Giacinto, Roli, F., and Bruzzone, L., Combination of Neural and Statistical Algorithms for Supervised Classification of Remote-Sensing Images, Pattern Recognition Letters, vol. 21, pp. 385-397, 2000.
S. B. Serpico and Roli, F., Classification of multi-sensor remote- sensing images by structured neural networks, IEEE Transactions on Geoscience and Remote Sensing, vol. 33, pp. 562-578, 1995.
A. Rattani, Marcialis, G. L., and Roli, F., Biometric System Adaptation by Self-update and Graph-based techniques, Journal of Visual Languages and Computing, Elsevier, 2013.
G. Giacinto and Roli, F., Bayesian Relevance Feedback for Content-Based Image Retrieval, Pattern Recognition, vol. 37, pp. 1499-1508, 2004.
G. Giacinto and Roli, F., An Approach to the Automatic Design of Multiple Classifier Systems, Pattern Recognition Letters, vol. 22, pp. 25-33, 2001.
G. Giacinto, Paolucci, R., and Roli, F., Application of Neural Networks and Statistical Pattern Recognition Algorithms to Earthquake Risk Evaluations, Pattern Recognition Letters, vol. 18, pp. 1353-1362, 1997.
L. Didaci, Marcialis, G. L., and Roli, F., Analysis of unsupervised template update in biometric recognition systems, Pattern Recognition Letters, vol. 37, no. 1, 2014. (1.37 MB)

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