| 2009 |
|---|
| 109 | EE | Gian Luca Marcialis,
Fabio Roli,
Daniele Muntoni:
Group-specific face verification using soft biometrics.
J. Vis. Lang. Comput. 20(2): 101-109 (2009) |
| 2008 |
|---|
| 108 | | Niels da Vitoria Lobo,
Takis Kasparis,
Fabio Roli,
James Tin-Yau Kwok,
Michael Georgiopoulos,
Georgios C. Anagnostopoulos,
Marco Loog:
Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings
Springer 2008 |
| 107 | EE | Biagio Freni,
Gian Luca Marcialis,
Fabio Roli:
Online and Offline Fingerprint Template Update Using Minutiae: An Experimental Comparison.
AMDO 2008: 441-448 |
| 106 | EE | Biagio Freni,
Gian Luca Marcialis,
Fabio Roli:
Replacement Algorithms for Fingerprint Template Update.
ICIAR 2008: 884-893 |
| 105 | EE | Roberto Tronci,
Giorgio Giacinto,
Fabio Roli:
Dynamic score combination of binary experts.
ICPR 2008: 1-4 |
| 104 | EE | Battista Biggio,
Giorgio Fumera,
Fabio Roli:
Adversarial Pattern Classification Using Multiple Classifiers and Randomisation.
SSPR/SPR 2008: 500-509 |
| 103 | EE | Gian Luca Marcialis,
Ajita Rattani,
Fabio Roli:
Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face Verification.
SSPR/SPR 2008: 684-693 |
| 102 | EE | Biagio Freni,
Gian Luca Marcialis,
Fabio Roli:
Template Selection by Editing Algorithms: A Case Study in Face Recognition.
SSPR/SPR 2008: 745-754 |
| 101 | EE | Luca Didaci,
Gian Luca Marcialis,
Fabio Roli:
A Theoretical and Experimental Analysis of Template Co-update in Biometric Verification Systems.
SSPR/SPR 2008: 765-774 |
| 100 | EE | Roberto Tronci,
Giorgio Giacinto,
Fabio Roli:
Combination of Experts by Classifiers in Similarity Score Spaces.
SSPR/SPR 2008: 821-830 |
| 99 | 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 |
| 98 | EE | 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) |
| 97 | 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 |
|---|
| 96 | | Michal Haindl,
Josef Kittler,
Fabio Roli:
Multiple Classifier Systems, 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007, Proceedings
Springer 2007 |
| 95 | EE | Fabio Roli,
Luca Didaci,
Gian Luca Marcialis:
Template Co-update in Multimodal Biometric Systems.
ICB 2007: 1194-1202 |
| 94 | EE | Pietro Coli,
Gian Luca Marcialis,
Fabio Roli:
Vitality Detection from Fingerprint Images: A Critical Survey.
ICB 2007: 722-731 |
| 93 | EE | Battista Biggio,
Giorgio Fumera,
Ignazio Pillai,
Fabio Roli:
Image Spam Filtering Using Visual Information.
ICIAP 2007: 105-110 |
| 92 | EE | Roberto Tronci,
Giorgio Giacinto,
Fabio Roli:
Dynamic Score Selection for Fusion of Multiple Biometric Matchers.
ICIAP 2007: 15-22 |
| 91 | EE | Gian Luca Marcialis,
Fabio Roli:
Score-level fusion of fingerprint and face matchers for personal verification under "stress" conditions.
ICIAP 2007: 259-264 |
| 90 | EE | Gian Luca Marcialis,
Fabio Roli:
Serial Fusion of Fingerprint and Face Matchers.
MCS 2007: 151-160 |
| 89 | EE | Battista Biggio,
Giorgio Fumera,
Fabio Roli:
Bayesian Analysis of Linear Combiners.
MCS 2007: 292-301 |
| 88 | EE | Roberto Tronci,
Giorgio Giacinto,
Fabio Roli:
Index Driven Combination of Multiple Biometric Experts for AUC Maximisation.
MCS 2007: 357-366 |
| 87 | EE | Manuela Zanda,
Gavin Brown,
Giorgio Fumera,
Fabio Roli:
Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation.
MCS 2007: 440-449 |
| 86 | EE | Roberto Tronci,
Giorgio Giacinto,
Fabio Roli:
Selection of Experts for the Design of Multiple Biometric Systems.
MLDM 2007: 795-809 |
| 85 | EE | Gian Luca Marcialis,
Fabio Roli,
Alessandra Serrau:
Graph-Based and Structural Methods for Fingerprint Classification.
Applied Graph Theory in Computer Vision and Pattern Recognition 2007: 205-226 |
| 2006 |
|---|
| 84 | | Dit-Yan Yeung,
James T. Kwok,
Ana L. N. Fred,
Fabio Roli,
Dick de Ridder:
Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006, Proceedings
Springer 2006 |
| 83 | EE | Luca Didaci,
Fabio Roli:
Using Co-training and Self-training in Semi-supervised Multiple Classifier Systems.
SSPR/SPR 2006: 522-530 |
| 82 | EE | Fabio Roli,
Gian Luca Marcialis:
Semi-supervised PCA-Based Face Recognition Using Self-training.
SSPR/SPR 2006: 560-568 |
| 81 | EE | Pietro Coli,
Gian Luca Marcialis,
Fabio Roli:
Analysis and Selection of Features for the Fingerprint Vitality Detection.
SSPR/SPR 2006: 907-915 |
| 80 | EE | Gian Luca Marcialis,
Fabio Roli:
Decision-level Fusion of Pca and Lda-based Face Recognition Algorithms.
Int. J. Image Graphics 6(2): 293-311 (2006) |
| 79 | EE | 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 |
|---|
| 78 | | Nikunj C. Oza,
Robi Polikar,
Josef Kittler,
Fabio Roli:
Multiple Classifier Systems, 6th International Workshop, MCS 2005, Seaside, CA, USA, June 13-15, 2005, Proceedings
Springer 2005 |
| 77 | | Fabio Roli,
Sergio Vitulano:
Image Analysis and Processing - ICIAP 2005, 13th International Conference, Cagliari, Italy, September 6-8, 2005, Proceedings
Springer 2005 |
| 76 | EE | Alessandra Serrau,
Gian Luca Marcialis,
Horst Bunke,
Fabio Roli:
An Experimental Comparison of Fingerprint Classification Methods Using Graphs.
GbRPR 2005: 281-290 |
| 75 | EE | Giorgio Giacinto,
Fabio Roli,
Roberto Tronci:
Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication.
ICIAP 2005: 1018-1025 |
| 74 | EE | Giorgio Giacinto,
Roberto Perdisci,
Fabio Roli:
Network Intrusion Detection by Combining One-Class Classifiers.
ICIAP 2005: 58-65 |
| 73 | EE | Giorgio Giacinto,
Roberto Perdisci,
Fabio Roli:
Alarm Clustering for Intrusion Detection Systems in Computer Networks.
MLDM 2005: 184-193 |
| 72 | EE | Fabio Roli:
Semi-supervised Multiple Classifier Systems: Background and Research Directions.
Multiple Classifier Systems 2005: 1-11 |
| 71 | EE | Giorgio Fumera,
Fabio Roli,
Alessandra Serrau:
Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation.
Multiple Classifier Systems 2005: 316-325 |
| 70 | EE | 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) |
| 69 | 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) |
| 68 | EE | Gian Luca Marcialis,
Fabio Roli:
Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function.
Pattern Recognition Letters 26(12): 1830-1839 (2005) |
| 2004 |
|---|
| 67 | | Fabio Roli,
Josef Kittler,
Terry Windeatt:
Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings
Springer 2004 |
| 66 | EE | Gian Luca Marcialis,
Fabio Roli:
Fingerprint Verification by Decision-Level Fusion of Optical and Capacitive Sensors.
ECCV Workshop BioAW 2004: 307-317 |
| 65 | EE | Giorgio Giacinto,
Fabio Roli:
Nearest-Prototype Relevance Feedback for Content Based Image Retrieval.
ICPR (2) 2004: 989-992 |
| 64 | EE | Gian Luca Marcialis,
Fabio Roli:
High Security Fingerprint Verification by Perceptron-Based Fusion of Multiple Matchers.
Multiple Classifier Systems 2004: 364-373 |
| 63 | EE | Giorgio Giacinto,
Fabio Roli:
Instance-Based Relevance Feedback for Image Retrieval.
NIPS 2004 |
| 62 | EE | Giorgio Fumera,
Ignazio Pillai,
Fabio Roli:
A Two-Stage Classifier with Reject Option for Text Categorisation.
SSPR/SPR 2004: 771-779 |
| 61 | EE | Fabio Roli,
Josef Kittler:
Editorial.
IJPRAI 18(5): 747-748 (2004) |
| 60 | EE | Fabio Roli:
Statistical and neural classifiers: an integrated approach to design (Advances in Pattern Recognition Series). By S.Raudys.
Pattern Anal. Appl. 7(1): 114-115 (2004) |
| 59 | EE | Gian Luca Marcialis,
Fabio Roli:
Fusion of appearance-based face recognition algorithms.
Pattern Anal. Appl. 7(2): 151-163 (2004) |
| 58 | EE | Giorgio Fumera,
Fabio Roli:
Analysis of error-reject trade-off in linearly combined multiple classifiers.
Pattern Recognition 37(6): 1245-1265 (2004) |
| 57 | EE | Giorgio Giacinto,
Fabio Roli:
Bayesian relevance feedback for content-based image retrieval.
Pattern Recognition 37(7): 1499-1508 (2004) |
| 56 | EE | Gian Luca Marcialis,
Fabio Roli:
Fingerprint verification by fusion of optical and capacitive sensors.
Pattern Recognition Letters 25(11): 1315-1322 (2004) |
| 2003 |
|---|
| 55 | | Terry Windeatt,
Fabio Roli:
Multiple Classifier Systems, 4th International Workshop, MCS 2003, Guilford, UK, June 11-13, 2003, Proceedings
Springer 2003 |
| 54 | EE | Gian Luca Marcialis,
Fabio Roli,
Alessandra Serrau:
Fusion of Statistical and Structural Fingerprint Classifiers.
AVBPA 2003: 310-317 |
| 53 | EE | Gian Luca Marcialis,
Fabio Roli:
Experimental Results on Fusion of Multiple Fingerprint Matchers.
AVBPA 2003: 814-820 |
| 52 | EE | Giorgio Fumera,
Ignazio Pillai,
Fabio Roli:
Classification with reject option in text categorisation systems.
ICIAP 2003: 582-587 |
| 51 | EE | Giorgio Giacinto,
Fabio Roli:
Dissimilarity Representation of Images for Relevance Feedback in Content-Based Image Retrieval.
MLDM 2003: 202-214 |
| 50 | 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 |
| 49 | EE | Sarunas Raudys,
Fabio Roli:
The Behavior Knowledge Space Fusion Method: Analysis of Generalization Error and Strategies for Performance Improvement.
Multiple Classifier Systems 2003: 55-64 |
| 48 | EE | Giorgio Fumera,
Fabio Roli:
Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results.
Multiple Classifier Systems 2003: 74-83 |
| 47 | EE | Yuan Yao,
Gian Luca Marcialis,
Massimiliano Pontil,
Paolo Frasconi,
Fabio Roli:
Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines.
Pattern Recognition 36(2): 397-406 (2003) |
| 46 | 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 |
|---|
| 45 | | Fabio Roli,
Josef Kittler:
Multiple Classifier Systems, Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002, Proceedings
Springer 2002 |
| 44 | EE | Gian Luca Marcialis,
Fabio Roli:
Fusion of LDA and PCA for Face Verification.
Biometric Authentication 2002: 30-38 |
| 43 | EE | Fabio Roli,
Giorgio Fumera,
Gianni Vernazza:
Analysis of Error-Reject Trade-off in Linearly Combined Classifiers.
ICPR (2) 2002: 120-125 |
| 42 | EE | Giorgio Giacinto,
Fabio Roli:
Intrusion Detection in Computer Networks by Multiple Classifier Systems.
ICPR (2) 2002: 390-393 |
| 41 | EE | Fabio Roli,
Sarunas Raudys,
Gian Luca Marcialis:
An Experimental Comparison of Fixed and Trained Fusion Rules for Crisp Classifier Outputs.
Multiple Classifier Systems 2002: 232-241 |
| 40 | EE | Fabio Roli,
Giorgio Fumera:
Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers.
Multiple Classifier Systems 2002: 252-261 |
| 39 | EE | Josef Kittler,
Marco Ballette,
Jacek Czyz,
Fabio Roli,
Luc Vandendorpe:
Decision Level Fusion of Intramodal Personal Identity Verification Experts.
Multiple Classifier Systems 2002: 314-324 |
| 38 | EE | 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 |
| 37 | EE | Giorgio Fumera,
Fabio Roli:
Performance Analysis and Comparison of Linear Combiners for Classifier Fusion.
SSPR/SPR 2002: 424-432 |
| 36 | EE | Giorgio Giacinto,
Fabio Roli:
Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval.
SSPR/SPR 2002: 607-616 |
| 35 | EE | Giorgio Fumera,
Fabio Roli:
Support Vector Machines with Embedded Reject Option.
SVM 2002: 68-82 |
| 34 | EE | Giuliano Armano,
Andrea Murru,
Fabio Roli:
Stock Market Prediction by a Mixture of Genetic-Neural Experts.
IJPRAI 16(5): 501-526 (2002) |
| 33 | EE | Fabio Roli,
Josef Kittler:
Fusion of multiple classifiers.
Information Fusion 3(4): 243 (2002) |
| 32 | EE | Robert P. W. Duin,
Fabio Roli,
Dick de Ridder:
A note on core research issues for statistical pattern recognition.
Pattern Recognition Letters 23(4): 493-499 (2002) |
| 2001 |
|---|
| 31 | | Josef Kittler,
Fabio Roli:
Multiple Classifier Systems, Second International Workshop, MCS 2001 Cambridge, UK, July 2-4, 2001, Proceedings
Springer 2001 |
| 30 | EE | Yuan Yao,
Gian Luca Marcialis,
Massimiliano Pontil,
Paolo Frasconi,
Fabio Roli:
A New Machine Learning Approach to Fingerprint Classification.
AI*IA 2001: 57-63 |
| 29 | EE | Gian Luca Marcialis,
Fabio Roli,
Paolo Frasconi:
Fingerprint Classification by Combination of Flat and Structural Approaches.
AVBPA 2001: 241-246 |
| 28 | EE | Giorgio Fumera,
Fabio Roli,
Gianni Vernazza:
A Method for Error Rejection in Multiple Classifier Systems.
ICIAP 2001: 454-458 |
| 27 | EE | Giorgio Giacinto,
Fabio Roli,
Giorgio Fumera:
Adaptive Query Shifting for Content-Based Image Retrieval.
MLDM 2001: 337-346 |
| 26 | EE | Giorgio Fumera,
Fabio Roli:
Error Rejection in Linearly Combined Multiple Classifiers.
Multiple Classifier Systems 2001: 329-338 |
| 25 | EE | Ludmila I. Kuncheva,
Fabio Roli,
Gian Luca Marcialis,
Catherine A. Shipp:
Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation.
Multiple Classifier Systems 2001: 349-358 |
| 24 | EE | Fabio Roli,
Giorgio Giacinto,
Gianni Vernazza:
Methods for Designing Multiple Classifier Systems.
Multiple Classifier Systems 2001: 78-87 |
| 23 | EE | Giorgio Giacinto,
Fabio Roli:
Design of effective neural network ensembles for image classification purposes.
Image Vision Comput. 19(9-10): 699-707 (2001) |
| 22 | EE | Giorgio Giacinto,
Fabio Roli:
Dynamic classifier selection based on multiple classifier behaviour.
Pattern Recognition 34(9): 1879-1881 (2001) |
| 21 | | Giorgio Giacinto,
Fabio Roli:
An approach to the automatic design of multiple classifier systems.
Pattern Recognition Letters 22(1): 25-33 (2001) |
| 2000 |
|---|
| 20 | | Josef Kittler,
Fabio Roli:
Multiple Classifier Systems, First International Workshop, MCS 2000, Cagliari, Italy, June 21-23, 2000, Proceedings
Springer 2000 |
| 19 | EE | Giorgio Giacinto,
Fabio Roli:
A Theoretical Framework for Dynamic Classifier Selection.
ICPR 2000: 2008-2011 |
| 18 | EE | Giorgio Giacinto,
Fabio Roli,
Giorgio Fumera:
Design of Effective Multiple Classifier Systems by Clustering of Classifiers.
ICPR 2000: 2160-2163 |
| 17 | EE | Giorgio Giacinto,
Fabio Roli,
Giorgio Fumera:
Unsupervised Learning of Neural Network Ensembles for Image Classification.
IJCNN (3) 2000: 155-162 |
| 16 | EE | Giorgio Giacinto,
Fabio Roli:
Dynamic Classifier Selection.
Multiple Classifier Systems 2000: 177-189 |
| 15 | EE | Giorgio Fumera,
Fabio Roli,
Giorgio Giacinto:
Multiple Reject Thresholds for Improving Classification Reliability.
SSPR/SPR 2000: 863-871 |
| 14 | EE | Giorgio Giacinto,
Fabio Roli,
Giorgio Fumera:
Selection of Classifiers Based on Multiple Classifier Behaviour.
SSPR/SPR 2000: 87-93 |
| 13 | EE | Giorgio Fumera,
Fabio Roli,
Giorgio Giacinto:
Reject option with multiple thresholds.
Pattern Recognition 33(12): 2099-2101 (2000) |
| 12 | 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 |
|---|
| 11 | EE | Giorgio Giacinto,
Fabio Roli:
Methods for Dynamic Classifier Selection.
ICIAP 1999: 659-664 |
| 10 | EE | Giorgio Giacinto,
Fabio Roli:
Automatic Design of Multiple Classifier Systems by Unsupervised Learning.
MLDM 1999: 131-143 |
| 1998 |
|---|
| 9 | EE | Adam Józwik,
Sebastiano B. Serpico,
Fabio Roli:
A parallel network of modified 1-NN and k-NN classifiers - Application to remote-sensing image classification.
Pattern Recognition Letters 19(1): 57-62 (1998) |
| 1997 |
|---|
| 8 | | Giorgio Giacinto,
Fabio Roli:
Adaptive Selection of Image Classifiers.
ICIAP (1) 1997: 38-45 |
| 7 | | 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 |
| 6 | 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) |
| 1996 |
|---|
| 5 | | Fabio Roli:
Multisensor Image Recognition by Neural Networks with Understandable Behavior.
IJPRAI 10(8): 887-917 (1996) |
| 4 | EE | Sebastiano B. Serpico,
Lorenzo Bruzzone,
Fabio Roli:
An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images.
Pattern Recognition Letters 17(13): 1331-1341 (1996) |
| 1995 |
|---|
| 3 | | Lorenzo Bruzzone,
Fabio Roli,
Sebastiano B. Serpico:
Crack Detection by a Measure of Texture Anisotropy.
ICIAP 1995: 743-747 |
| 2 | | Fabio Roli,
Sebastiano B. Serpico,
Gianni Vernazza:
Image Recognition by Integration of Connectionist and Symbolic Approaches.
IJPRAI 9(3): 485-515 (1995) |
| 1994 |
|---|
| 1 | EE | Paolo Pellegretti,
Fabio Roli,
Sebastiano B. Serpico,
Gianni Vernazza:
Supervised Learning of Descriptions for Image Recognition Purposes.
IEEE Trans. Pattern Anal. Mach. Intell. 16(1): 92-98 (1994) |
