Publications

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1993
F. Roli, Fontana, F., Pellegretti, P., and Dambra, C., “Knowledge-Based Control in Multisensor Image Processing and Recognition”, Optical Engineering Journal, vol. 32, pp. 1153-1166, 1993.
1994
G. B. Benciolini, Roli, F., and Wilkinson, G., Proceedings of the workshop "Il Telerilevamento ed i Sistemi Informativi Territoriali nella Gestione delle Risorse Ambientali". Trento, Italy: , 1994.
P. Pellegretti, Roli, F., Serpico, S. B., and Vernazza, G., “Supervised learning of descriptions for image recognition purposes”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 16, pp. 92-98, 1994.
1995
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.
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.
F. Roli, Serpico, S. B., and Vernazza, G., “Image Recognition by integration of connectionist and symbolic approaches”, Int. Journal of Pattern Recognition and Artificial Intelligence, vol. 9, pp. 485-515, 1995.
F. Roli and Serpico, S. B., “Land-cover classification in remote-sensing images using structured neural networks”, Int. Journal of EARSel Advances in Remote Sensing, vol. 4, pp. 107-115, 1995.
1996
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.
F. Roli, “Multisensor image recognition by neural networks with understandable behaviour”, International Journal of Pattern Recognition and Artificial Intelligence, vol. 10, pp. 887-917, 1996.
F. Roli, Serpico, S. B., and Vernazza, G., “Neural Networks for classification of remotely sensed images”, in Fuzzy Logic and Neural Network Handbook, C. H. C. hen McGraw-Hill, 1996.
1997
G. Giacinto and Roli, F., “Adaptive Selection Of Image Classifiers”, in 9th International Conference on Image Analysis and Processing, Florence, Italy, 1997, pp. 38-45.
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.
J. Austin, Giacinto, G., Kanellopoulos, I., Lees, K., Roli, F., Vernazza, G., and Wilkinson, G., “The COMPARES Project: COnnectionist Methods for Preprocessing and Analysis of REmote Sensing data”, in 9th International Conference on Image Analysis and Processing, 1997, vol. 1311, pp. 765-772.
G. Giacinto, Roli, F., and 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, pp. 117-124.
G. Giacinto and Roli, F., “Ensembles of Neural Networks for Soft Classification of Remote Sensing Images”, in European Symposium on Intelligent Techniques, Bari, Italy, 1997, pp. 166-170.
L. Bruzzone, Conese, C., Maselli, F., and Roli, F., “Multisource classification of complex rural areas by statistical and neural-network approaches”, Int. Journal on Photogrammetric Engineering and Remote Sensing (PE&RS), vol. 63, pp. 523-533, 1997.
1998
A. Jozwik, Serpico, S. B., and Roli, F., “A parallel network of modified 1-NN and k-NN classifiers - Application to remote sensing image classification”, Pattern Recognition Letters, vol. 19, pp. 57-62, 1998.
1999
G. Giacinto and Roli, F., “Automatic Design of Multiple Classifier Systems by Unsupervised Learning”, in 1st Int. Workshop on Machine Learning and Data Mining in Pattern Recognition, 1999, vol. 1715, pp. 131-143.
G. Giacinto and Roli, F., “Methods for Dynamic Classifier Selection”, in 10th International Conference on Image Analysis and Processing, Venice, Italy, 1999, pp. 659-664.
2000
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.
G. Giacinto, Roli, F., and Fumera, G., “Design of effective multiple classifier systems by clustering of classifiers”, in 15th Int. Conference on Pattern Recognition (ICPR 2000), Barcelona, Spain, 2000, vol. 2, pp. 160-163.
G. Giacinto and Roli, F., “Dynamic Classifier Selection”, in First Int. Workshop on Multiple Classifier Systems (MCS 2000), Cagliari, Italy, 2000, vol. 1857, pp. 177-189.
J. Kittler and Roli, F., Multiple Classifier Systems, vol. 1857. Springer-Verlag, 2000.
G. Fumera, Roli, F., and Giacinto, G., “Multiple Reject Thresholds for Improving Classification Reliability”, in Joint IAPR Int. Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (S+SSPR 2000), Alicante, Spain, 2000, vol. 1876, pp. 863-871.
G. Fumera, Roli, F., and Giacinto, G., “Reject Option with Multiple Thresholds”, Pattern Recognition, vol. 33, pp. 2099-2101, 2000.

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