Giorgio Fumera

	2011
41		Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli: Robustness Evaluation of Biometric Systems under Spoof Attacks. ICIAP (1) 2011: 159-168
40		Ignazio Pillai, Giorgio Fumera, Fabio Roli: A Classification Approach with a Reject Option for Multi-label Problems. ICIAP (1) 2011: 98-107
39		Ignazio Pillai, Riccardo Satta, Giorgio Fumera, Fabio Roli: Exploiting Depth Information for Indoor-Outdoor Scene Classification. ICIAP (2) 2011: 130-139
38		Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino: A Multiple Component Matching Framework for Person Re-identification. ICIAP (2) 2011: 140-149
37		Ignazio Pillai, Giorgio Fumera, Fabio Roli: Classifier Selection Approaches for Multi-label Problems. MCS 2011: 167-176
36		Battista Biggio, Igino Corona, Giorgio Fumera, Giorgio Giacinto, Fabio Roli: Bagging Classifiers for Fighting Poisoning Attacks in Adversarial Classification Tasks. MCS 2011: 350-359
35		Riccardo Satta, Giorgio Fumera, Fabio Roli: Exploiting Dissimilarity Representations for Person Re-identification. SIMBAD 2011: 275-289
34		Battista Biggio, Giorgio Fumera, Fabio Roli: Design of robust classifiers for adversarial environments. SMC 2011: 977-982
33		Riccardo Satta, Giorgio Fumera, Fabio Roli, Marco Cristani, Vittorio Murino: A Multiple Component Matching Framework for Person Re-Identification CoRR abs/1105.2491: (2011)
32		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)
	2010
31		Battista Biggio, Giorgio Fumera, Fabio Roli: Multiple Classifier Systems under Attack. MCS 2010: 74-83
	2009
30		Battista Biggio, Giorgio Fumera, Fabio Roli: Multiple Classifier Systems for Adversarial Classification Tasks. MCS 2009: 132-141
29		Battista Biggio, Giorgio Fumera, Fabio Roli: Evade Hard Multiple Classifier Systems. Applications of Supervised and Unsupervised Ensemble Methods 2009: 15-38
28		Battista Biggio, Giorgio Fumera, Fabio Roli: Bayesian Linear Combination of Neural Networks. Innovations in Neural Information Paradigms and Applications 2009: 201-230
	2008
27		Giorgio Fumera, Fabio Roli, Battista Biggio, Ignazio Pillai: Improving Image Spam Filtering Using Image Text Features. CEAS 2008
26		Battista Biggio, Giorgio Fumera, Fabio Roli: Adversarial Pattern Classification Using Multiple Classifiers and Randomisation. SSPR/SPR 2008: 500-509
25		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)
	2007
24		Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli: Image Spam Filtering by Content Obscuring Detection. CEAS 2007
23		Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli: Image Spam Filtering Using Visual Information. ICIAP 2007: 105-110
22		Battista Biggio, Giorgio Fumera, Fabio Roli: Bayesian Analysis of Linear Combiners. MCS 2007: 292-301
21		Manuela Zanda, Gavin Brown, Giorgio Fumera, Fabio Roli: Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation. MCS 2007: 440-449
	2006
20		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
19		Giorgio Fumera, Fabio Roli, Alessandra Serrau: Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation. Multiple Classifier Systems 2005: 316-325
18		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)
	2004
17		Giorgio Fumera, Ignazio Pillai, Fabio Roli: A Two-Stage Classifier with Reject Option for Text Categorisation. SSPR/SPR 2004: 771-779
16		Giorgio Fumera, Fabio Roli: Analysis of error-reject trade-off in linearly combined multiple classifiers. Pattern Recognition 37(6): 1245-1265 (2004)
	2003
15		Giorgio Fumera, Ignazio Pillai, Fabio Roli: Classification with reject option in text categorisation systems. ICIAP 2003: 582-587
14		Giorgio Fumera, Fabio Roli: Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results. Multiple Classifier Systems 2003: 74-83
	2002
13		Fabio Roli, Giorgio Fumera, Gianni Vernazza: Analysis of Error-Reject Trade-off in Linearly Combined Classifiers. ICPR (2) 2002: 120-125
12		Fabio Roli, Giorgio Fumera: Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers. Multiple Classifier Systems 2002: 252-261
11		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
10		Giorgio Fumera, Fabio Roli: Performance Analysis and Comparison of Linear Combiners for Classifier Fusion. SSPR/SPR 2002: 424-432
9		Giorgio Fumera, Fabio Roli: Support Vector Machines with Embedded Reject Option. SVM 2002: 68-82
	2001
8		Giorgio Fumera, Fabio Roli, Gianni Vernazza: A Method for Error Rejection in Multiple Classifier Systems. ICIAP 2001: 454-458
7		Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Adaptive Query Shifting for Content-Based Image Retrieval. MLDM 2001: 337-346
6		Giorgio Fumera, Fabio Roli: Error Rejection in Linearly Combined Multiple Classifiers. Multiple Classifier Systems 2001: 329-338
	2000
5		Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Design of Effective Multiple Classifier Systems by Clustering of Classifiers. ICPR 2000: 2160-2163
4		Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Unsupervised Learning of Neural Network Ensembles for Image Classification. IJCNN (3) 2000: 155-162
3		Giorgio Fumera, Fabio Roli, Giorgio Giacinto: Multiple Reject Thresholds for Improving Classification Reliability. SSPR/SPR 2000: 863-871
2		Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Selection of Classifiers Based on Multiple Classifier Behaviour. SSPR/SPR 2000: 87-93
1		Giorgio Fumera, Fabio Roli, Giorgio Giacinto: Reject option with multiple thresholds. Pattern Recognition 33(12): 2099-2101 (2000)

Coauthor Index

1	Zahid Akhtar	[41]
2	Battista Biggio	[22] [23] [24] [26] [27] [28] [29] [30] [31] [32] [34] [36]
3	Gavin Brown	[21]
4	Igino Corona	[36]
5	Marco Cristani	[33] [38]
6	Giorgio Giacinto	[1] [2] [3] [4] [5] [7] [36]
7	Josef Kittler	[11]
8	Gian Luca Marcialis	[41]
9	Daniele Muntoni	[11]
10	Vittorio Murino	[33] [38]
11	Ignazio Pillai	[15] [17] [20] [23] [24] [27] [32] [37] [39] [40]
12	Fabio Roli	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34] [35] [36] [37] [38] [39] [40] [41]
13	Riccardo Satta	[33] [35] [38] [39]
14	Alessandra Serrau	[19] [25]
15	Gianni Vernazza	[8] [13]
16	Manuela Zanda	[21]

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