Publications
, «Support vector machines for remote-sensing image classification», in Image and Signal Processing for Remote Sensing VI, 2001, vol 4170, pagg 160-166.
, «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.
, «Dynamic Classifier Selection», in First Int. Workshop on Multiple Classifier Systems (MCS 2000), Cagliari, Italy, 2000, vol 1857, pagg 177-189.
, Multiple Classifier Systems, vol 1857. Springer-Verlag, 2000.
, «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, pagg 863-871.
, «Reject Option with Multiple Thresholds», Pattern Recognition, vol 33, pagg 2099-2101, 2000.
, «Selection of classifiers based on multiple classifier behaviour», in Joint IAPR Int. Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (S+SSPR 2000), Alicante, Spain, 2000, vol 1876, pagg 87-93.
, «Selection of image classifiers», Electronics Letters, vol 36, pagg 420-422, 2000.
, «A theoretical framework for dynamic classifier selection», in 15th International Conference on Pattern Recognition, Barcelona, Spain, 2000, vol 2, pagg 8-11.
, «Unsupervised Learning of Neural Network Ensembles for Image Classification», in IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN 2000), Como, Italy, 2000, vol III, pagg 155-159.
, «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.
, «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.
, «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.
, «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.
