Giorgio Giacinto

2009
41	EE	Roberto Perdisci, Davide Ariu, Prahlad Fogla, Giorgio Giacinto, Wenke Lee: McPAD: A multiple classifier system for accurate payload-based anomaly detection. Computer Networks 53(6): 864-881 (2009)
2008
40	EE	Roberto Tronci, Giorgio Giacinto, Fabio Roli: Dynamic score combination of binary experts. ICPR 2008: 1-4
39	EE	Roberto Tronci, Giorgio Giacinto, Fabio Roli: Combination of Experts by Classifiers in Similarity Score Spaces. SSPR/SPR 2008: 821-830
38	EE	Giorgio Giacinto, Fabio Roli: Instance-Based Relevance Feedback in Image Retrieval Using Dissimilarity Spaces. Case-Based Reasoning on Images and Signals 2008: 419-436
37	EE	Giorgio Giacinto, Roberto Perdisci, Mauro Del Rio, Fabio Roli: Intrusion detection in computer networks by a modular ensemble of one-class classifiers. Information Fusion 9(1): 69-82 (2008)
2007
36	EE	Giorgio Giacinto: A nearest-neighbor approach to relevance feedback in content based image retrieval. CIVR 2007: 456-463
35	EE	Roberto Tronci, Giorgio Giacinto, Fabio Roli: Dynamic Score Selection for Fusion of Multiple Biometric Matchers. ICIAP 2007: 15-22
34	EE	Roberto Tronci, Giorgio Giacinto, Fabio Roli: Index Driven Combination of Multiple Biometric Experts for AUC Maximisation. MCS 2007: 357-366
33	EE	Davide Ariu, Giorgio Giacinto, Roberto Perdisci: Sensing Attacks in Computers Networks with Hidden Markov Models. MLDM 2007: 449-463
32	EE	Roberto Tronci, Giorgio Giacinto, Fabio Roli: Selection of Experts for the Design of Multiple Biometric Systems. MLDM 2007: 795-809
2005
31	EE	Giorgio Giacinto, Fabio Roli, Roberto Tronci: Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication. ICIAP 2005: 1018-1025
30	EE	Giorgio Giacinto, Roberto Perdisci, Fabio Roli: Network Intrusion Detection by Combining One-Class Classifiers. ICIAP 2005: 58-65
29	EE	Giorgio Giacinto, Roberto Perdisci, Fabio Roli: Alarm Clustering for Intrusion Detection Systems in Computer Networks. MLDM 2005: 184-193
28	EE	Luca Didaci, Giorgio Giacinto, Fabio Roli, Gian Luca Marcialis: A study on the performances of dynamic classifier selection based on local accuracy estimation. Pattern Recognition 38(11): 2188-2191 (2005)
2004
27	EE	Giorgio Giacinto, Fabio Roli: Nearest-Prototype Relevance Feedback for Content Based Image Retrieval. ICPR (2) 2004: 989-992
26	EE	Luca Didaci, Giorgio Giacinto: Dynamic Classifier Selection by Adaptive k-Nearest-Neighbourhood Rule. Multiple Classifier Systems 2004: 174-183
25	EE	Giorgio Giacinto, Fabio Roli: Instance-Based Relevance Feedback for Image Retrieval. NIPS 2004
24	EE	Giorgio Giacinto, Fabio Roli: Bayesian relevance feedback for content-based image retrieval. Pattern Recognition 37(7): 1499-1508 (2004)
2003
23	EE	Giorgio Giacinto, Fabio Roli: Dissimilarity Representation of Images for Relevance Feedback in Content-Based Image Retrieval. MLDM 2003: 202-214
22	EE	Giorgio Giacinto, Fabio Roli, Luca Didaci: A Modular Multiple Classifier System for the Detection of Intrusions in Computer Networks. Multiple Classifier Systems 2003: 346-355
21	EE	Giorgio Giacinto, Fabio Roli, Luca Didaci: Fusion of multiple classifiers for intrusion detection in computer networks. Pattern Recognition Letters 24(12): 1795-1803 (2003)
2002
20	EE	Giorgio Giacinto, Fabio Roli: Intrusion Detection in Computer Networks by Multiple Classifier Systems. ICPR (2) 2002: 390-393
19	EE	Giorgio Giacinto, Fabio Roli: Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval. SSPR/SPR 2002: 607-616
2001
18	EE	Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Adaptive Query Shifting for Content-Based Image Retrieval. MLDM 2001: 337-346
17	EE	Fabio Roli, Giorgio Giacinto, Gianni Vernazza: Methods for Designing Multiple Classifier Systems. Multiple Classifier Systems 2001: 78-87
16	EE	Giorgio Giacinto, Fabio Roli: Design of effective neural network ensembles for image classification purposes. Image Vision Comput. 19(9-10): 699-707 (2001)
15	EE	Giorgio Giacinto, Fabio Roli: Dynamic classifier selection based on multiple classifier behaviour. Pattern Recognition 34(9): 1879-1881 (2001)
14		Giorgio Giacinto, Fabio Roli: An approach to the automatic design of multiple classifier systems. Pattern Recognition Letters 22(1): 25-33 (2001)
2000
13	EE	Giorgio Giacinto, Fabio Roli: A Theoretical Framework for Dynamic Classifier Selection. ICPR 2000: 2008-2011
12	EE	Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Design of Effective Multiple Classifier Systems by Clustering of Classifiers. ICPR 2000: 2160-2163
11	EE	Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Unsupervised Learning of Neural Network Ensembles for Image Classification. IJCNN (3) 2000: 155-162
10	EE	Giorgio Giacinto, Fabio Roli: Dynamic Classifier Selection. Multiple Classifier Systems 2000: 177-189
9	EE	Giorgio Fumera, Fabio Roli, Giorgio Giacinto: Multiple Reject Thresholds for Improving Classification Reliability. SSPR/SPR 2000: 863-871
8	EE	Giorgio Giacinto, Fabio Roli, Giorgio Fumera: Selection of Classifiers Based on Multiple Classifier Behaviour. SSPR/SPR 2000: 87-93
7	EE	Giorgio Fumera, Fabio Roli, Giorgio Giacinto: Reject option with multiple thresholds. Pattern Recognition 33(12): 2099-2101 (2000)
6	EE	Giorgio Giacinto, Fabio Roli, Lorenzo Bruzzone: Combination of neural and statistical algorithms for supervised classification of remote-sensing image. Pattern Recognition Letters 21(5): 385-397 (2000)
1999
5	EE	Giorgio Giacinto, Fabio Roli: Methods for Dynamic Classifier Selection. ICIAP 1999: 659-664
4	EE	Giorgio Giacinto, Fabio Roli: Automatic Design of Multiple Classifier Systems by Unsupervised Learning. MLDM 1999: 131-143
1997
3		Giorgio Giacinto, Fabio Roli: Adaptive Selection of Image Classifiers. ICIAP (1) 1997: 38-45
2		Jim Austin, Giorgio Giacinto, I. Kanellopoulos, Ken Lees, Fabio Roli, Gianni Vernazza, G. Wilkinson: The COMPARES Project: COnnectionist Methods for Preprocessing and Analysis of REmote Sensing Data. ICIAP (2) 1997: 765-772
1	EE	Giorgio Giacinto, R. Paolucci, Fabio Roli: Application of neural networks and statistical pattern recognition algorithms to earthquake risk evaluation. Pattern Recognition Letters 18(11-13): 1353-1362 (1997)

Coauthor Index

1	Davide Ariu	[33] [41]
2	Jim Austin (James Austin)	[2]
3	Lorenzo Bruzzone	[6]
4	Luca Didaci	[21] [22] [26] [28]
5	Prahlad Fogla	[41]
6	Giorgio Fumera	[7] [8] [9] [11] [12] [18]
7	I. Kanellopoulos	[2]
8	Wenke Lee	[41]
9	Ken Lees	[2]
10	Gian Luca Marcialis	[28]
11	R. Paolucci	[1]
12	Roberto Perdisci	[29] [30] [33] [37] [41]
13	Mauro Del Rio	[37]
14	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] [27] [28] [29] [30] [31] [32] [34] [35] [37] [38] [39] [40]
15	Roberto Tronci	[31] [32] [34] [35] [39] [40]
16	Gianni Vernazza	[2] [17]
17	G. Wilkinson	[2]