Fabio Roli - researchr alias

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2011

A survey and experimental evaluation of image spam filtering techniquesBattista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli. prl, 32(10):1436-1446, 2011. [doi]

2010

Multiple Classifier Systems under AttackBattista Biggio, Giorgio Fumera, Fabio Roli. mcs 2010: 74-83 [doi]

Multiple Classifier Systems, 9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010. ProceedingsNeamat El Gayar, Josef Kittler, Fabio Roli, editors, Volume 5997 of Lecture Notes in Computer Science, Springer, 2010. [doi]

Dynamic Linear Combination of Two-Class ClassifiersCarlo Lobrano, Roberto Tronci, Giorgio Giacinto, Fabio Roli. gacm 2010: 473-482 [doi]

A Score Decidability Index for Dynamic Score CombinationCarlo Lobrano, Roberto Tronci, Giorgio Giacinto, Fabio Roli. icpr 2010: 69-72 [doi]

Analysis of Fingerprint Pores for Vitality DetectionGian Luca Marcialis, Fabio Roli, Alessandra Tidu. icpr 2010: 1289-1292 [doi]

2009

Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. ProceedingsJon Atli Benediktsson, Josef Kittler, Fabio Roli, editors, Volume 5519 of Lecture Notes in Computer Science, Springer, 2009. [doi]

Evade Hard Multiple Classifier SystemsBattista Biggio, Giorgio Fumera, Fabio Roli. In Oleg Okun, Giorgio Valentini, editors, Applications of Supervised and Unsupervised Ensemble Methods. Volume 245 of Studies in Computational Intelligence, pages 15-38, Springer, 2009. [doi]

Bayesian Linear Combination of Neural NetworksBattista Biggio, Giorgio Fumera, Fabio Roli. In Monica Bianchini, Marco Maggini, Franco Scarselli, Lakhmi C. Jain, editors, Innovations in Neural Information Paradigms and Applications. Volume 247 of Studies in Computational Intelligence, pages 201-230, Springer, 2009. [doi]

Multiple Classifier Systems for Adversarial Classification TasksBattista Biggio, Giorgio Fumera, Fabio Roli. mcs 2009: 132-141 [doi]

Information fusion for computer security: State of the art and open issuesIgino Corona, Giorgio Giacinto, Claudio Mazzariello, Fabio Roli, Carlo Sansone. inffus, 10(4):274-284, 2009. [doi]

Modelling FRR of Biometric Verification Systems Using the Template Co-update AlgorithmLuca Didaci, Gian Luca Marcialis, Fabio Roli. icb 2009: 765-774 [doi]

Semi-supervised Co-update of Multiple MatchersLuca Didaci, Gian Luca Marcialis, Fabio Roli. mcs 2009: 152-160 [doi]

Information fusion in computer securityGiorgio Giacinto, Fabio Roli, Carlo Sansone. inffus, 10(4):272-273, 2009. [doi]

Group-specific face verification using soft biometricsGian Luca Marcialis, Fabio Roli, Daniele Muntoni. vlc, 20(2):101-109, 2009. [doi]

Personal identity verification by serial fusion of fingerprint and face matchersGian Luca Marcialis, Fabio Roli, Luca Didaci. PR, 42(11):2807-2817, 2009. [doi]

First International Fingerprint Liveness Detection Competition - LivDet 2009Gian Luca Marcialis, Aaron Lewicke, Bozhao Tan, Pietro Coli, Dominic Grimberg, Alberto Congiu, Alessandra Tidu, Fabio Roli, Stephanie A. C. Schuckers. iciap 2009: 12-23 [doi]

Challenges and Research Directions for Adaptive Biometric Recognition SystemsNorman Poh, Rita Wong, Josef Kittler, Fabio Roli. icb 2009: 753-764 [doi]

Template Update Methods in Adaptive Biometric Systems: A Critical ReviewAjita Rattani, Biagio Freni, Gian Luca Marcialis, Fabio Roli. icb 2009: 847-856 [doi]

An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington s Zoo: A Case Study in Face VerificationAjita Rattani, Gian Luca Marcialis, Fabio Roli. iciap 2009: 434-442 [doi]

Dynamic Score Combination: A Supervised and Unsupervised Score Combination MethodRoberto Tronci, Giorgio Giacinto, Fabio Roli. mldm 2009: 163-177 [doi]

Designing multiple biometric systems: Measures of ensemble effectivenessRoberto Tronci, Giorgio Giacinto, Fabio Roli. eaai, 22(1):66-78, 2009. [doi]

2008

Performance of fingerprint quality measures depending on sensor technologyFernando Alonso-Fernandez, Fabio Roli, Gian Luca Marcialis, Julian Fiérrez, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez. jei, 17(1):11008, 2008. [doi]

Adversarial Pattern Classification Using Multiple Classifiers and RandomisationBattista Biggio, Giorgio Fumera, Fabio Roli. gacm 2008: 500-509 [doi]

Fingerprint silicon Replicas: Static and Dynamic Features for Vitality Detection Using an Optical Capture DevicePietro Coli, Gian Luca Marcialis, Fabio Roli. ijig, 8(4):495-512, 2008. [doi]

Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. ProceedingsNiels da Vitoria Lobo, Takis Kasparis, Fabio Roli, James Tin-Yau Kwok, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Marco Loog, editors, Volume 5342 of Lecture Notes in Computer Science, Springer, 2008.

A Theoretical and Experimental Analysis of Template Co-update in Biometric Verification SystemsLuca Didaci, Gian Luca Marcialis, Fabio Roli. gacm 2008: 765-774 [doi]

Online and Offline Fingerprint Template Update Using Minutiae: An Experimental ComparisonBiagio Freni, Gian Luca Marcialis, Fabio Roli. amdo 2008: 441-448 [doi]

Replacement Algorithms for Fingerprint Template UpdateBiagio Freni, Gian Luca Marcialis, Fabio Roli. iciar 2008: 884-893 [doi]

Template Selection by Editing Algorithms: A Case Study in Face RecognitionBiagio Freni, Gian Luca Marcialis, Fabio Roli. gacm 2008: 745-754 [doi]

Improving Image Spam Filtering Using Image Text FeaturesGiorgio Fumera, Fabio Roli, Battista Biggio, Ignazio Pillai. ceas 2008: [doi]

A Theoretical Analysis of Bagging as a Linear Combination of ClassifiersGiorgio Fumera, Fabio Roli, Alessandra Serrau. pami, 30(7):1293-1299, 2008. [doi]

Intrusion detection in computer networks by a modular ensemble of one-class classifiersGiorgio Giacinto, Roberto Perdisci, Mauro Del Rio, Fabio Roli. inffus, 9(1):69-82, 2008. [doi]

Instance-Based Relevance Feedback in Image Retrieval Using Dissimilarity SpacesGiorgio Giacinto, Fabio Roli. In Petra Perner, editor, Case-Based Reasoning on Images and Signals. Volume 73 of Studies in Computational Intelligence, pages 419-436, Springer, 2008. [doi]

Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face VerificationGian Luca Marcialis, Ajita Rattani, Fabio Roli. gacm 2008: 684-693 [doi]

Dynamic score combination of binary expertsRoberto Tronci, Giorgio Giacinto, Fabio Roli. icpr 2008: 1-4 [doi]

Combination of Experts by Classifiers in Similarity Score SpacesRoberto Tronci, Giorgio Giacinto, Fabio Roli. gacm 2008: 821-830 [doi]

2007

Image Spam Filtering by Content Obscuring DetectionBattista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli. ceas 2007: [doi]

Image Spam Filtering Using Visual InformationBattista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli. iciap 2007: 105-110 [doi]

Bayesian Analysis of Linear CombinersBattista Biggio, Giorgio Fumera, Fabio Roli. mcs 2007: 292-301 [doi]

Vitality Detection from Fingerprint Images: A Critical SurveyPietro Coli, Gian Luca Marcialis, Fabio Roli. icb 2007: 722-731 [doi]

Multiple Classifier Systems, 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007, ProceedingsMichal Haindl, Josef Kittler, Fabio Roli, editors, Volume 4472 of Lecture Notes in Computer Science, Springer, 2007.

Serial Fusion of Fingerprint and Face MatchersGian Luca Marcialis, Fabio Roli. mcs 2007: 151-160 [doi]

Score-level fusion of fingerprint and face matchers for personal verification under stress conditionsGian Luca Marcialis, Fabio Roli. iciap 2007: 259-264 [doi]

Graph-Based and Structural Methods for Fingerprint ClassificationGian Luca Marcialis, Fabio Roli, Alessandra Serrau. In Abraham Kandel, Horst Bunke, Mark Last, editors, Applied Graph Theory in Computer Vision and Pattern Recognition. Volume 52 of Studies in Computational Intelligence, pages 205-226, Springer, 2007. [doi]

Template Co-update in Multimodal Biometric SystemsFabio Roli, Luca Didaci, Gian Luca Marcialis. icb 2007: 1194-1202 [doi]

Index Driven Combination of Multiple Biometric Experts for AUC MaximisationRoberto Tronci, Giorgio Giacinto, Fabio Roli. mcs 2007: 357-366 [doi]

Dynamic Score Selection for Fusion of Multiple Biometric MatchersRoberto Tronci, Giorgio Giacinto, Fabio Roli. iciap 2007: 15-22 [doi]

Selection of Experts for the Design of Multiple Biometric SystemsRoberto Tronci, Giorgio Giacinto, Fabio Roli. mldm 2007: 795-809 [doi]

Ensemble Learning in Linearly Combined Classifiers Via Negative CorrelationManuela Zanda, Gavin Brown, Giorgio Fumera, Fabio Roli. mcs 2007: 440-449 [doi]

2006

Analysis and Selection of Features for the Fingerprint Vitality DetectionPietro Coli, Gian Luca Marcialis, Fabio Roli. gacm 2006: 907-915 [doi]

Using Co-training and Self-training in Semi-supervised Multiple Classifier SystemsLuca Didaci, Fabio Roli. gacm 2006: 522-530 [doi]

Spam Filtering Based On The Analysis Of Text Information Embedded Into ImagesGiorgio Fumera, Ignazio Pillai, Fabio Roli. jmlr, 6:2699-2720, 2006. [doi]

Decision-level Fusion of Pca and Lda-based Face Recognition AlgorithmsGian Luca Marcialis, Fabio Roli. ijig, 6(2):293-311, 2006. [doi]

Alarm clustering for intrusion detection systems in computer networksRoberto Perdisci, Giorgio Giacinto, Fabio Roli. eaai, 19(4):429-438, 2006. [doi]

Semi-supervised PCA-Based Face Recognition Using Self-trainingFabio Roli, Gian Luca Marcialis. gacm 2006: 560-568 [doi]

Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Hong Kong, China, August 17-19, 2006, ProceedingsDit-Yan Yeung, James T. Kwok, Ana L. N. Fred, Fabio Roli, Dick de Ridder, editors, Volume 4109 of Lecture Notes in Computer Science, Springer, 2006.

2005

A study on the performances of dynamic classifier selection based on local accuracy estimationLuca Didaci, Giorgio Giacinto, Fabio Roli, Gian Luca Marcialis. PR, 38(11):2188-2191, 2005. [doi]

Dynamics of Variance Reduction in Bagging and Other Techniques Based on RandomisationGiorgio Fumera, Fabio Roli, Alessandra Serrau. mcs 2005: 316-325 [doi]

A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier SystemsGiorgio Fumera, Fabio Roli. pami, 27(6):942-956, 2005. [doi]

Network Intrusion Detection by Combining One-Class ClassifiersGiorgio Giacinto, Roberto Perdisci, Fabio Roli. iciap 2005: 58-65 [doi]

Alarm Clustering for Intrusion Detection Systems in Computer NetworksGiorgio Giacinto, Roberto Perdisci, Fabio Roli. mldm 2005: 184-193 [doi]

Score Selection Techniques for Fingerprint Multi-modal Biometric AuthenticationGiorgio Giacinto, Fabio Roli, Roberto Tronci. iciap 2005: 1018-1025 [doi]

Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss functionGian Luca Marcialis, Fabio Roli. prl, 26(12):1830-1839, 2005. [doi]

Multiple Classifier Systems, 6th International Workshop, MCS 2005, Seaside, CA, USA, June 13-15, 2005, ProceedingsNikunj C. Oza, Robi Polikar, Josef Kittler, Fabio Roli, editors, Volume 3541 of Lecture Notes in Computer Science, Springer, 2005.

Semi-supervised Multiple Classifier Systems: Background and Research DirectionsFabio Roli. mcs 2005: 1-11 [doi]

Image Analysis and Processing - ICIAP 2005, 13th International Conference, Cagliari, Italy, September 6-8, 2005, ProceedingsFabio Roli, Sergio Vitulano, editors, Volume 3617 of Lecture Notes in Computer Science, Springer, 2005.

An Experimental Comparison of Fingerprint Classification Methods Using GraphsAlessandra Serrau, Gian Luca Marcialis, Horst Bunke, Fabio Roli. gbrpr 2005: 281-290 [doi]

2004

A Two-Stage Classifier with Reject Option for Text CategorisationGiorgio Fumera, Ignazio Pillai, Fabio Roli. gacm 2004: 771-779 [doi]

Analysis of error-reject trade-off in linearly combined multiple classifiersGiorgio Fumera, Fabio Roli. PR, 37(6):1245-1265, 2004. [doi]

Bayesian relevance feedback for content-based image retrievalGiorgio Giacinto, Fabio Roli. PR, 37(7):1499-1508, 2004. [doi]

Instance-Based Relevance Feedback for Image RetrievalGiorgio Giacinto, Fabio Roli. nips 2004: [doi]

Nearest-Prototype Relevance Feedback for Content Based Image RetrievalGiorgio Giacinto, Fabio Roli. icpr 2004: 989-992 [doi]

Fingerprint verification by fusion of optical and capacitive sensorsGian Luca Marcialis, Fabio Roli. prl, 25(11):1315-1322, 2004. [doi]

Fingerprint Verification by Decision-Level Fusion of Optical and Capacitive SensorsGian Luca Marcialis, Fabio Roli. eccv 2004: 307-317 [doi]

Fusion of appearance-based face recognition algorithmsGian Luca Marcialis, Fabio Roli. paa, 7(2):151-163, 2004. [doi]

High Security Fingerprint Verification by Perceptron-Based Fusion of Multiple MatchersGian Luca Marcialis, Fabio Roli. mcs 2004: 364-373 [doi]

Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, ProceedingsFabio Roli, Josef Kittler, Terry Windeatt, editors, Volume 3077 of Lecture Notes in Computer Science, Springer, 2004.

EditorialFabio Roli, Josef Kittler. ijprai, 18(5):747-748, 2004. [doi]

Statistical and neural classifiers: an integrated approach to design (Advances in Pattern Recognition Series). By S.RaudysFabio Roli. paa, 7(1):114-115, 2004. [doi]

2003

Linear Combiners for Classifier Fusion: Some Theoretical and Experimental ResultsGiorgio Fumera, Fabio Roli. mcs 2003: 74-83 [doi]

Classification with reject option in text categorisation systemsGiorgio Fumera, Ignazio Pillai, Fabio Roli. iciap 2003: 582-587 [doi]

Fusion of multiple classifiers for intrusion detection in computer networksGiorgio Giacinto, Fabio Roli, Luca Didaci. prl, 24(12):1795-1803, 2003. [doi]

A Modular Multiple Classifier System for the Detection of Intrusions in Computer NetworksGiorgio Giacinto, Fabio Roli, Luca Didaci. mcs 2003: 346-355 [doi]

Dissimilarity Representation of Images for Relevance Feedback in Content-Based Image RetrievalGiorgio Giacinto, Fabio Roli. mldm 2003: 202-214 [doi]

Experimental Results on Fusion of Multiple Fingerprint MatchersGian Luca Marcialis, Fabio Roli. avbpa 2003: 814-820 [doi]

Fusion of Statistical and Structural Fingerprint ClassifiersGian Luca Marcialis, Fabio Roli, Alessandra Serrau. avbpa 2003: 310-317 [doi]

The Behavior Knowledge Space Fusion Method: Analysis of Generalization Error and Strategies for Performance ImprovementSarunas Raudys, Fabio Roli. mcs 2003: 55-64 [doi]

Multiple Classifier Systems, 4th International Workshop, MCS 2003, Guilford, UK, June 11-13, 2003, ProceedingsTerry Windeatt, Fabio Roli, editors, Volume 2709 of Lecture Notes in Computer Science, Springer, 2003.

Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machinesYuan Yao, Gian Luca Marcialis, Massimiliano Pontil, Paolo Frasconi, Fabio Roli. PR, 36(2):397-406, 2003. [doi]

2002

Stock Market Prediction by a Mixture of Genetic-Neural ExpertsGiuliano Armano, Andrea Murru, Fabio Roli. ijprai, 16(5):501-526, 2002. [doi]

A note on core research issues for statistical pattern recognitionRobert P. W. Duin, Fabio Roli, Dick de Ridder. prl, 23(4):493-499, 2002. [doi]

Support Vector Machines with Embedded Reject OptionGiorgio Fumera, Fabio Roli. scalespace 2002: 68-82 [doi]

Intrusion Detection in Computer Networks by Multiple Classifier SystemsGiorgio Giacinto, Fabio Roli. icpr 2002: 390-393 [doi]

Query Shifting Based on Bayesian Decision Theory for Content-Based Image RetrievalGiorgio Giacinto, Fabio Roli. gacm 2002: 607-616 [doi]

Decision Level Fusion of Intramodal Personal Identity Verification ExpertsJosef Kittler, Marco Ballette, Jacek Czyz, Fabio Roli, Luc Vandendorpe. mcs 2002: 314-324 [doi]

Fusion of LDA and PCA for Face VerificationGian Luca Marcialis, Fabio Roli. eccv 2002: 30-38 [doi]

Multiple Classifier Systems, Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002, ProceedingsFabio Roli, Josef Kittler, editors, Volume 2364 of Lecture Notes in Computer Science, Springer, 2002.

Fusion of multiple classifiersFabio Roli, Josef Kittler. inffus, 3(4):243, 2002. [doi]

An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification SystemsFabio Roli, Josef Kittler, Giorgio Fumera, Daniele Muntoni. mcs 2002: 325-336 [doi]

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