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TitoloData di pubblicazioneAutore(i)RivistaEditore
Learning Relational Concepts at Different Levels of Granularity1997ARMANO G; FUMERA GSpringer
Reject option with multiple thresholds2000Fumera G; Roli F; Giacinto GPATTERN RECOGNITION
Design of effective multiple classifier systems by clustering of classifiers2000Giacinto G; Roli F; Fumera GIEEE Computer Society
Unsupervised learning of neural network ensembles for image classification2000GIACINTO G; ROLI F; FUMERA GIEEE Computer Society press
Multiple Reject Thresholds for Improving Classification Reliability2000FUMERA G; F. ROLI; G. GIACINTOLECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
Selection of Classifiers Based on Multiple Classifier Behaviour2000Giacinto G; Roli F; Fumera GLECTURE NOTES IN COMPUTER SCIENCESpringer Berlin / Heidelberg
Selection of image classifiers2000Giacinto G; Roli F; Fumera GELECTRONICS LETTERS
A Method for Error Rejection in Multiple Classifier Systems2001FUMERA G; ROLI F; VERNAZZA GIEEE Computer Society
Error rejection in linearly combined multiple classifiers2001FUMERA G; ROLI FLECTURE NOTES IN COMPUTER SCIENCESpringer
Comparison and Combination of Adaptive Query Shifting and Feature Relevance Learning for Content-Based Image Retrieval2001Giacinto G; Roli F; Fumera GIEEE
Adaptive query shifting for content-based image retrieval2001Giacinto, Giorgio; Roli, Fabio; Fumera, GiorgioLECTURE NOTES IN COMPUTER SCIENCESpringer Verlag
Support vector machines for remote-sensing image classification2001ROLI F; FUMERA G
An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems2002ROLI F; KITTLER J; FUMERA G; MUNTONI DLECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
Performance Analysis and Comparison of Linear Combiners for Classifier Fusion2002FUMERA G; ROLI FLECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
Support Vector Machines with Embedded Reject Option2002FUMERA G; ROLI FLECTURE NOTES IN COMPUTER SCIENCESpringer
Fixed and Trained Combiners for Fusion of Imbalanced Pattern Classifiers2002Roli F; Fumera G; Kittler JIEEE-XPLORE
Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers2002ROLI F; FUMERA GLECTURE NOTES IN COMPUTER SCIENCESpringer
Analysis of Error-Reject Trade-off in Linearly Combined Classifiers2002Roli F; Fumera G; Vernazza GIEEE COMPUTER SOC
Cost-sensitive Learning in Support Vector Machines2002FUMERA G; F. ROLI
Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results2003FUMERA G; F. ROLILECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
Classification with Reject Option in Text Categorisation Systems2003FUMERA G; I. PILLAI; F. ROLIIEEE Computer Society Press
Pattern Recognition and Information Fusion for Ambient and Computer Network Security2004ROLI F; GIACINTO G; FUMERA G; DIDACI L; MARCIALIS GL; PERDISCI R; PILLAI I; SERRAU A
Analysis of error-reject trade-off in linearly combined multiple classifiers2004Fumera G; Roli FPATTERN RECOGNITION
A Two-Stage Classifier with Reject Option for Text Categorisation2004FUMERA G; PILLAI I; ROLI FSpringer
Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation2005FUMERA G; F. ROLI; A. SERRAULECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
A theoretical and experimental analysis of linear combiners for multiple classifier systems2005Fumera G; Roli FIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Spam filtering based on the analysis of text information embedded into images2006Fumera G; Pillai I; Roli FJOURNAL OF MACHINE LEARNING RESEARCH
Image Spam Filtering by Content Obscuring Detection2007Biggio B; Fumera G; Pillai I; Roli FCEAS 2007
Image spam filtering by detection of adversarial obfuscated text2007ROLI F; BIGGIO B; FUMERA G; PILLAI I; SATTA R
Image spam filtering using textual and visual information2007Fumera G; Pillai I; Roli F; Biggio BMIT Press
Bayesian Analysis of Linear Combiners2007Biggio B; Fumera G; Roli FLECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
Evading SpamAssassin2007Biggio B; Fumera G; Pillai I; Roli F; Satta R
Image Spam Filtering Using Visual Information2007Biggio B; Fumera G; Pillai I; Roli FIEEE Computer Society press
Evading SpamAssassin with obfuscated text images2007BIGGIO B; FUMERA G; PILLAI I; ROLI F; SATTA R
Ensemble Learning in Linearly Combined Classifiers via Negative Correlation2007ZANDA M; BROWN G; FUMERA G; ROLI FLECTURE NOTES IN COMPUTER SCIENCESpringer
A theoretical analysis of bagging as a linear combination of classifiers2008Fumera G; Roli F; Serrau AIEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Adversarial Pattern Classification Using Multiple Classifiers and Randomisation2008Biggio B; Fumera G; Roli FLECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
Improving Image Spam Filtering Using Image Text Features2008Biggio B; Fumera G; Pillai I; Roli FConference on Email and Anti-Spam, CEAS
Multiple classifier systems for adversarial classification tasks2009Biggio, Battista; Fumera, Giorgio; Roli, FabioLECTURE NOTES IN COMPUTER SCIENCESpringer
Evade Hard Multiple Classifier Systems2009Biggio B; Fumera G; Roli FSTUDIES IN COMPUTATIONAL INTELLIGENCESpringer Berlin / Heidelberg
Training SpamAssassin with Active Semi-supervised Learning2009XU J; FUMERA G; ROLI F; ZHOU ZConference on Email and Anti-Spam, CEAS
Bayesian Linear Combination of Neural Networks2009Biggio B; Fumera G; Roli FSTUDIES IN COMPUTATIONAL INTELLIGENCESpringer-Verlag Berlin Heidelberg
Multiple classifier systems under attack2010Biggio B; Fumera G; Roli FLECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
Multiple Classifier Systems for Robust Classifier Design in Adversarial Environments2010Biggio B; Fumera G; Roli FINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
A survey and experimental evaluation of image spam filtering techniques2011Biggio B; Fumera G; Pillai I; Roli FPATTERN RECOGNITION LETTERS
A Classification Approach with a Reject Option for Multi-label Problems2011Pillai I; Fumera G; Roli FLECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
Classifier selection approaches for multi-label problems2011Pillai I; Fumera G; Roli FLECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
A Multiple Component Matching Framework for Person Re-identification2011Satta R; Fumera G; Roli F; Cristani M; Murino VLECTURE NOTES IN COMPUTER SCIENCESpringer-Verlag
Exploiting Dissimilarity Representations for Person Re-Identification2011Satta, R; Fumera, Giorgio; Roli, FabioLECTURE NOTES IN COMPUTER SCIENCE
Bagging classifiers for fighting poisoning attacks in adversarial classification tasks2011Biggio B; Corona I; Fumera G; Giacinto G; Roli FLECTURE NOTES IN COMPUTER SCIENCESpringer Verlag
   
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