Publications

Export 427 results:
2002
F. Roli e Giacinto, G., «Pattern Recognition for Intrusion Detection in Computer Networks», in Pattern Recognition and String Matching, D. Chen e Cheng, X. Kluwer Academic Publishers, 2002.
G. Fumera e Roli, F., «Performance Analysis and Comparison of Linear Combiners for Classifier Fusion», in Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops SSPR 2002 and SPR 2002, 2002, vol 2396, pagg 424-432.
G. Giacinto e Roli, F., «Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval», in oint IAPR Int. Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition (S+SSPR 2002), 2002, vol 2396, pagg 607-616.
G. Fumera e Roli, F., «Support Vector Machines with Embedded Reject Option», in Int. Workshop on Pattern Recognition with Support Vector Machines (SVM2002), Niagara Falls, Canada, 2002, pagg 68-82.
2001
G. Giacinto, Roli, F., e Fumera, G., «Adaptive Query Shifting for Content-Based Image Retrieval», in Int. Workshop on Machine Learning and Data Mining in Pattern Recognition (MLDM’01), 2001, vol 2123, pagg 337-346.
G. Giacinto e Roli, F., «An Approach to the Automatic Design of Multiple Classifier Systems», Pattern Recognition Letters, vol 22, pagg 25-33, 2001.
F. Roli, Giacinto, G., e Serpico, S. B., «Classifier Fusion for Multisensor Image Recognition», in Image and Signal Processing for Remote Sensing VI, 2001, Sebastiano B. Serpico., vol 4170, pagg 103-110.
G. Giacinto, Roli, F., e Fumera, G., «Comparison and Combination of Adaptive Query Shifting and Feature Relevance Learning for Content-Based Image Retrieval», in 11th International Conference on Image Analysis and Processing (ICIAP 2001), Palermo, Italy, 2001, pagg 422-427.
L. Kuncheva, Roli, F., Marcialis, G. L., e Shipp, C., «Complexity of Data Subsets Generated by the Random Subspace Method: an Experimental Investigation», in 2nd International Workshop on Multiple Classifier Systems (MCS 2001), 2001, vol 2096, pagg 349-358.
G. Giacinto e Roli, F., «Design of effective neural network ensembles for image classification», Image and Vision Computing Journal, vol 19, pagg 697-705, 2001.
G. L. Foresti, Giacinto, G., e Roli, F., «Detecting Dangerous Behaviours of Mobile Objects in Parking Areas», in 2nd European Workshop on Advanced Video-based Surveillance Systems (AVBS2001), London, United Kingdom, 2001.
G. Giacinto e Roli, F., «Dynamic Classifier Selection Based on Multiple Classifier Behaviour», Pattern Recognition, vol 34, pagg 179-181, 2001.
G. Fumera e Roli, F., «Error rejection in linearly combined multiple classifiers», in Multiple Classifier Systems (MCS 2001), Robinson College, Cambridge, UK, 2001, vol 2096, pagg 329-338.
G. L. Marcialis, Roli, F., e Frasconi, P., «Fingerprint Classification by Combination of Flat and Structural Approaches», in 3rd International Conference on Audio- and Video- Based Biometric Person Authentication AVBPA'01, Halmstad (Sweden), 2001, vol 2091, pagg 241-246.
G. Fumera, Roli, F., e Vernazza, G., «A Method for Error Rejection in Multiple Classifier Systems», in 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001, pagg 454-458.
F. Roli, Giacinto, G., e Vernazza, G., «Methods for Designing Multiple Classifier Systems», in 2nd Int. Workshop on Multiple Classifier Systems (MCS 2001), Cambridge, United Kingdom, 2001, vol 2096, pagg 78-87.
J. Kittler e Roli, F., Multiple Classifier Systems, vol 2096. Springer-Verlag, 2001.
Y. Yao, Marcialis, G. L., Pontil, M., Frasconi, P., e Roli, F., «A New Machine Learning Approach to Fingerprint Classification», in 7mo Congresso dell’Associazione Italiana per l’Intelligenza Artificiale, Bari (Italy), 2001, vol 2175, pagg 57-63.
F. Roli e Fumera, G., «Support vector machines for remote-sensing image classification», in Image and Signal Processing for Remote Sensing VI, 2001, vol 4170, pagg 160-166.
2000
R. Paolucci, Coli, P., e Giacinto, G., «Assessment of seismic site effects in 2-D alluvial valleys using neural networks», Earthquake Spectra, vol 16, pagg 661-680, 2000.
G. Giacinto, Roli, F., e Bruzzone, L., «Combination of Neural and Statistical Algorithms for Supervised Classification of Remote-Sensing Images», Pattern Recognition Letters, vol 21, pagg 385-397, 2000.
G. Giacinto, Roli, F., e 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, pagg 160-163.
G. Giacinto e Roli, F., «Dynamic Classifier Selection», in First Int. Workshop on Multiple Classifier Systems (MCS 2000), Cagliari, Italy, 2000, vol 1857, pagg 177-189.
J. Kittler e Roli, F., Multiple Classifier Systems, vol 1857. Springer-Verlag, 2000.
G. Fumera, Roli, F., e 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, pagg 863-871.

Pages