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Giorgio Fumera
2010 – today
- 2013
[j9]Ignazio Pillai, Giorgio Fumera, Fabio Roli: Threshold optimisation for multi-label classifiers. Pattern Recognition 46(7): 2055-2065 (2013)- [j8]Ignazio Pillai, Giorgio Fumera, Fabio Roli: Multi-label classification with a reject option. Pattern Recognition 46(8): 2256-2266 (2013)
- [c39]Luca Didaci, Giorgio Fumera, Fabio Roli: Diversity in Classifier Ensembles: Fertile Concept or Dead End? MCS 2013: 37-48
- 2012
- [j7]Riccardo Satta, Giorgio Fumera, Fabio Roli: Fast person re-identification based on dissimilarity representations. Pattern Recognition Letters 33(14): 1838-1848 (2012)
- [c38]Riccardo Satta, Giorgio Fumera, Fabio Roli: A General Method for Appearance-Based People Search Based on Textual Queries. ECCV Workshops (1) 2012: 453-461
- [c37]Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli: Evaluation of multimodal biometric score fusion rules under spoof attacks. ICB 2012: 402-407
- [c36]Ignazio Pillai, Giorgio Fumera, Fabio Roli: F-measure optimisation in multi-label classifiers. ICPR 2012: 2424-2427
- [c35]Battista Biggio, Giorgio Fumera, Fabio Roli, Luca Didaci: Poisoning Adaptive Biometric Systems. SSPR/SPR 2012: 417-425
- [c34]Luca Didaci, Giorgio Fumera, Fabio Roli: Analysis of Co-training Algorithm with Very Small Training Sets. SSPR/SPR 2012: 719-726
- 2011
- [j6]Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli: A survey and experimental evaluation of image spam filtering techniques. Pattern Recognition Letters 32(10): 1436-1446 (2011)
- [c33]Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli: Robustness of multi-modal biometric verification systems under realistic spoofing attacks. IJCB 2011: 1-6
- [c32]Ignazio Pillai, Giorgio Fumera, Fabio Roli: A Classification Approach with a Reject Option for Multi-label Problems. ICIAP (1) 2011: 98-107
- [c31]Ignazio Pillai, Riccardo Satta, Giorgio Fumera, Fabio Roli: Exploiting Depth Information for Indoor-Outdoor Scene Classification. ICIAP (2) 2011: 130-139
- [c30]Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino: A Multiple Component Matching Framework for Person Re-identification. ICIAP (2) 2011: 140-149
- [c29]Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli: Robustness Evaluation of Biometric Systems under Spoof Attacks. ICIAP (1) 2011: 159-168
- [c28]Ignazio Pillai, Giorgio Fumera, Fabio Roli: Classifier Selection Approaches for Multi-label Problems. MCS 2011: 167-176
- [c27]Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli: Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks. MCS 2011: 350-359
- [c26]Riccardo Satta, Giorgio Fumera, Fabio Roli: Exploiting Dissimilarity Representations for Person Re-identification. SIMBAD 2011: 275-289
- [c25]Battista Biggio, Giorgio Fumera, Fabio Roli: Design of robust classifiers for adversarial environments. SMC 2011: 977-982
- [i1]Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino: A Multiple Component Matching Framework for Person Re-Identification. CoRR abs/1105.2491 (2011)
- 2010
- [c24]Battista Biggio, Giorgio Fumera, Fabio Roli: Multiple Classifier Systems under Attack. MCS 2010: 74-83
2000 – 2009
- 2009
- [c23]Battista Biggio, Giorgio Fumera, Fabio Roli: Multiple Classifier Systems for Adversarial Classification Tasks. MCS 2009: 132-141
- [p2]Battista Biggio, Giorgio Fumera, Fabio Roli: Evade Hard Multiple Classifier Systems. Applications of Supervised and Unsupervised Ensemble Methods 2009: 15-38
- [p1]Battista Biggio, Giorgio Fumera, Fabio Roli: Bayesian Linear Combination of Neural Networks. Innovations in Neural Information Paradigms and Applications 2009: 201-230
- 2008
- [j5]Giorgio Fumera, Fabio Roli, Alessandra Serrau: A Theoretical Analysis of Bagging as a Linear Combination of Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 30(7): 1293-1299 (2008)
- [c22]Giorgio Fumera, Fabio Roli, Battista Biggio, Ignazio Pillai: Improving Image Spam Filtering Using Image Text Features. CEAS 2008
- [c21]Battista Biggio, Giorgio Fumera, Fabio Roli: Adversarial Pattern Classification Using Multiple Classifiers and Randomisation. SSPR/SPR 2008: 500-509
- 2007
- [c20]Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli: Image Spam Filtering by Content Obscuring Detection. CEAS 2007
- [c19]Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli: Image Spam Filtering Using Visual Information. ICIAP 2007: 105-110
- [c18]Battista Biggio, Giorgio Fumera, Fabio Roli: Bayesian Analysis of Linear Combiners. MCS 2007: 292-301
- [c17]Manuela Zanda, Gavin Brown, Giorgio Fumera, Fabio Roli: Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation. MCS 2007: 440-449
- 2006
- [j4]Giorgio Fumera, Ignazio Pillai, Fabio Roli: Spam Filtering Based On The Analysis Of Text Information Embedded Into Images. Journal of Machine Learning Research 6: 2699-2720 (2006)
- 2005
- [j3]Giorgio Fumera, Fabio Roli: A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems. IEEE Trans. Pattern Anal. Mach. Intell. 27(6): 942-956 (2005)
- [c16]Giorgio Fumera, Fabio Roli, Alessandra Serrau: Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation. Multiple Classifier Systems 2005: 316-325
- 2004
- [j2]Giorgio Fumera, Fabio Roli: Analysis of error-reject trade-off in linearly combined multiple classifiers. Pattern Recognition 37(6): 1245-1265 (2004)
- [c15]Giorgio Fumera, Ignazio Pillai, Fabio Roli: A Two-Stage Classifier with Reject Option for Text Categorisation. SSPR/SPR 2004: 771-779
- 2003
- [c14]Giorgio Fumera, Ignazio Pillai, Fabio Roli: Classification with reject option in text categorisation systems. ICIAP 2003: 582-587
- [c13]Giorgio Fumera, Fabio Roli: Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results. Multiple Classifier Systems 2003: 74-83
- 2002
- [c12]Fabio Roli, Giorgio Fumera, Gianni Vernazza: Analysis of Error-Reject Trade-off in Linearly Combined Classifiers. ICPR (2) 2002: 120-125
- [c11]Fabio Roli, Giorgio Fumera: Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers. Multiple Classifier Systems 2002: 252-261
- [c10]Fabio Roli, Josef Kittler, Giorgio Fumera, Daniele Muntoni: An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems. Multiple Classifier Systems 2002: 325-336
- [c9]Giorgio Fumera, Fabio Roli: Performance Analysis and Comparison of Linear Combiners for Classifier Fusion. SSPR/SPR 2002: 424-432
- [c8]
- 2001
- [c7]Giorgio Fumera, Fabio Roli, Gianni Vernazza: A Method for Error Rejection in Multiple Classifier Systems. ICIAP 2001: 454-458
- [c6]Giorgio Fumera, Fabio Roli: Error Rejection in Linearly Combined Multiple Classifiers. Multiple Classifier Systems 2001: 329-338
- [c5]Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Adaptive Query Shifting for Content-Based Image Retrieval. MLDM 2001: 337-346
- 2000
- [j1]Giorgio Fumera, Fabio Roli, Giorgio Giacinto: Reject option with multiple thresholds. Pattern Recognition 33(12): 2099-2101 (2000)
- [c4]Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Design of Effective Multiple Classifier Systems by Clustering of Classifiers. ICPR 2000: 2160-2163
- [c3]Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Unsupervised Learning of Neural Network Ensembles for Image Classification. IJCNN (3) 2000: 155-162
- [c2]Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Selection of Classifiers Based on Multiple Classifier Behaviour. SSPR/SPR 2000: 87-93
- [c1]Giorgio Fumera, Fabio Roli, Giorgio Giacinto: Multiple Reject Thresholds for Improving Classification Reliability. SSPR/SPR 2000: 863-871
Coauthor Index
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last updated on 2013-05-08 22:59 CEST by the dblp team