Publications
, «Knowledge-Based Control in Multisensor Image Processing and Recognition», Optical Engineering Journal, vol 32, pagg 1153-1166, 1993.
, Proceedings of the workshop "Il Telerilevamento ed i Sistemi Informativi Territoriali nella Gestione delle Risorse Ambientali". Trento, Italy: , 1994.
, «Supervised learning of descriptions for image recognition purposes», IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 16, pagg 92-98, 1994.
, «Classification of multi-sensor remote- sensing images by structured neural networks», IEEE Transactions on Geoscience and Remote Sensing, vol 33, pagg 562-578, 1995.
, «An extension of the Jeffreys-Matusita distance to multiclass cases for feature selection», IEEE Transactions on Geoscience and Remote Sensing, vol 33, pagg 1318-1321, 1995.
, «Image Recognition by integration of connectionist and symbolic approaches», Int. Journal of Pattern Recognition and Artificial Intelligence, vol 9, pagg 485-515, 1995.
, «Land-cover classification in remote-sensing images using structured neural networks», Int. Journal of EARSel Advances in Remote Sensing, vol 4, pagg 107-115, 1995.
, «A simulated annealing algorithm for the optimization of communication network», in Int. Symp. on Signals, Systems and Electronics (ISSSE '95), 1995, pagg 405-408.
, «An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images», Pattern Recognition Letters, vol 17, pagg 1331-1341, 1996.
, «Multisensor image recognition by neural networks with understandable behaviour», International Journal of Pattern Recognition and Artificial Intelligence, vol 10, pagg 887-917, 1996.
, «Neural Networks for classification of remotely sensed images», in Fuzzy Logic and Neural Network Handbook, McGraw-Hill, 1996.
, «Adaptive Selection Of Image Classifiers», in 9th International Conference on Image Analysis and Processing, Florence, Italy, 1997, pagg 38-45.
, «Application of Neural Networks and Statistical Pattern Recognition Algorithms to Earthquake Risk Evaluations», Pattern Recognition Letters, vol 18, pagg 1353-1362, 1997.
, «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, pagg 765-772.
, «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.
, «Ensembles of Neural Networks for Soft Classification of Remote Sensing Images», in European Symposium on Intelligent Techniques, Bari, Italy, 1997, pagg 166-170.
, «Multisource classification of complex rural areas by statistical and neural-network approaches», Int. Journal on Photogrammetric Engineering and Remote Sensing (PE&RS), vol 63, pagg 523-533, 1997.
, «A parallel network of modified 1-NN and k-NN classifiers - Application to remote sensing image classification», Pattern Recognition Letters, vol 19, pagg 57-62, 1998.
, «A Tabu Search algorithm for the optimisation of telecommunication networks», European Journal of Operational Research, vol 106, pagg 357-372, 1998.
, «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, pagg 131-143.
, «Methods for Dynamic Classifier Selection», in 10th International Conference on Image Analysis and Processing, Venice, Italy, 1999, pagg 659-664.
, «Tabu search coupled with deterministic strategies for the optimal design of MRI devices», Int. J. of Applied Electromagnetics and Mechanics, vol 10, pagg 21-31, 1999.
, «Assessment of seismic site effects in 2-D alluvial valleys using neural networks», Earthquake Spectra, vol 16, pagg 661-680, 2000.
, «Combination of Neural and Statistical Algorithms for Supervised Classification of Remote-Sensing Images», Pattern Recognition Letters, vol 21, pagg 385-397, 2000.
, «Design of effective multiple classifier systems by clustering of classifiers», in 15th Int. Conference on Pattern Recognition (ICPR 2000), Barcelona, Spain, 2000, vol 2, pagg 160-163.
