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Fabio Roli: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Yuan Yao, Gian Luca Marcialis, Massimiliano Pontil, Paolo Frasconi, Fabio Roli
    A New Machine Learning Approach to Fingerprint Classification. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2001, pp:57-63 [Conf]
  2. Gian Luca Marcialis, Fabio Roli
    Experimental Results on Fusion of Multiple Fingerprint Matchers. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2003, pp:814-820 [Conf]
  3. Gian Luca Marcialis, Fabio Roli, Paolo Frasconi
    Fingerprint Classification by Combination of Flat and Structural Approaches. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2001, pp:241-246 [Conf]
  4. Gian Luca Marcialis, Fabio Roli, Alessandra Serrau
    Fusion of Statistical and Structural Fingerprint Classifiers. [Citation Graph (0, 0)][DBLP]
    AVBPA, 2003, pp:310-317 [Conf]
  5. Gian Luca Marcialis, Fabio Roli
    Fusion of LDA and PCA for Face Verification. [Citation Graph (0, 0)][DBLP]
    Biometric Authentication, 2002, pp:30-38 [Conf]
  6. Gian Luca Marcialis, Fabio Roli
    Fingerprint Verification by Decision-Level Fusion of Optical and Capacitive Sensors. [Citation Graph (0, 0)][DBLP]
    ECCV Workshop BioAW, 2004, pp:307-317 [Conf]
  7. Alessandra Serrau, Gian Luca Marcialis, Horst Bunke, Fabio Roli
    An Experimental Comparison of Fingerprint Classification Methods Using Graphs. [Citation Graph (0, 0)][DBLP]
    GbRPR, 2005, pp:281-290 [Conf]
  8. 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. [Citation Graph (0, 0)][DBLP]
    ICIAP (2), 1997, pp:765-772 [Conf]
  9. Lorenzo Bruzzone, Fabio Roli, Sebastiano B. Serpico
    Crack Detection by a Measure of Texture Anisotropy. [Citation Graph (0, 0)][DBLP]
    ICIAP, 1995, pp:743-747 [Conf]
  10. Giorgio Fumera, Ignazio Pillai, Fabio Roli
    Classification with reject option in text categorisation systems. [Citation Graph (0, 0)][DBLP]
    ICIAP, 2003, pp:582-587 [Conf]
  11. Giorgio Fumera, Fabio Roli, Gianni Vernazza
    A Method for Error Rejection in Multiple Classifier Systems. [Citation Graph (0, 0)][DBLP]
    ICIAP, 2001, pp:454-458 [Conf]
  12. Giorgio Giacinto, Roberto Perdisci, Fabio Roli
    Network Intrusion Detection by Combining One-Class Classifiers. [Citation Graph (0, 0)][DBLP]
    ICIAP, 2005, pp:58-65 [Conf]
  13. Giorgio Giacinto, Fabio Roli
    Adaptive Selection of Image Classifiers. [Citation Graph (0, 0)][DBLP]
    ICIAP (1), 1997, pp:38-45 [Conf]
  14. Giorgio Giacinto, Fabio Roli
    Methods for Dynamic Classifier Selection. [Citation Graph (0, 0)][DBLP]
    ICIAP, 1999, pp:659-664 [Conf]
  15. Giorgio Giacinto, Fabio Roli, Roberto Tronci
    Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication. [Citation Graph (0, 0)][DBLP]
    ICIAP, 2005, pp:1018-1025 [Conf]
  16. Giorgio Giacinto, Fabio Roli
    A Theoretical Framework for Dynamic Classifier Selection. [Citation Graph (0, 0)][DBLP]
    ICPR, 2000, pp:2008-2011 [Conf]
  17. Giorgio Giacinto, Fabio Roli
    Intrusion Detection in Computer Networks by Multiple Classifier Systems. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2002, pp:390-393 [Conf]
  18. Giorgio Giacinto, Fabio Roli
    Nearest-Prototype Relevance Feedback for Content Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2004, pp:989-992 [Conf]
  19. Giorgio Giacinto, Fabio Roli, Giorgio Fumera
    Design of Effective Multiple Classifier Systems by Clustering of Classifiers. [Citation Graph (0, 0)][DBLP]
    ICPR, 2000, pp:2160-2163 [Conf]
  20. Fabio Roli, Giorgio Fumera, Gianni Vernazza
    Analysis of Error-Reject Trade-off in Linearly Combined Classifiers. [Citation Graph (0, 0)][DBLP]
    ICPR (2), 2002, pp:120-125 [Conf]
  21. Giorgio Giacinto, Fabio Roli, Giorgio Fumera
    Unsupervised Learning of Neural Network Ensembles for Image Classification. [Citation Graph (0, 0)][DBLP]
    IJCNN (3), 2000, pp:155-162 [Conf]
  22. Gian Luca Marcialis, Fabio Roli
    High Security Fingerprint Verification by Perceptron-Based Fusion of Multiple Matchers. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2004, pp:364-373 [Conf]
  23. Giorgio Giacinto, Fabio Roli, Luca Didaci
    A Modular Multiple Classifier System for the Detection of Intrusions in Computer Networks. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2003, pp:346-355 [Conf]
  24. Josef Kittler, Marco Ballette, Jacek Czyz, Fabio Roli, Luc Vandendorpe
    Decision Level Fusion of Intramodal Personal Identity Verification Experts. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2002, pp:314-324 [Conf]
  25. Ludmila I. Kuncheva, Fabio Roli, Gian Luca Marcialis, Catherine A. Shipp
    Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2001, pp:349-358 [Conf]
  26. Giorgio Fumera, Fabio Roli
    Error Rejection in Linearly Combined Multiple Classifiers. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2001, pp:329-338 [Conf]
  27. Giorgio Fumera, Fabio Roli
    Linear Combiners for Classifier Fusion: Some Theoretical and Experimental Results. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2003, pp:74-83 [Conf]
  28. Giorgio Fumera, Fabio Roli, Alessandra Serrau
    Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2005, pp:316-325 [Conf]
  29. Giorgio Giacinto, Fabio Roli
    Dynamic Classifier Selection. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2000, pp:177-189 [Conf]
  30. Sarunas Raudys, Fabio Roli
    The Behavior Knowledge Space Fusion Method: Analysis of Generalization Error and Strategies for Performance Improvement. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2003, pp:55-64 [Conf]
  31. Fabio Roli
    Semi-supervised Multiple Classifier Systems: Background and Research Directions. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2005, pp:1-11 [Conf]
  32. Fabio Roli, Giorgio Fumera
    Analysis of Linear and Order Statistics Combiners for Fusion of Imbalanced Classifiers. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2002, pp:252-261 [Conf]
  33. Fabio Roli, Giorgio Giacinto, Gianni Vernazza
    Methods for Designing Multiple Classifier Systems. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2001, pp:78-87 [Conf]
  34. Fabio Roli, Josef Kittler, Giorgio Fumera, Daniele Muntoni
    An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2002, pp:325-336 [Conf]
  35. Fabio Roli, Sarunas Raudys, Gian Luca Marcialis
    An Experimental Comparison of Fixed and Trained Fusion Rules for Crisp Classifier Outputs. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2002, pp:232-241 [Conf]
  36. Giorgio Giacinto, Roberto Perdisci, Fabio Roli
    Alarm Clustering for Intrusion Detection Systems in Computer Networks. [Citation Graph (0, 0)][DBLP]
    MLDM, 2005, pp:184-193 [Conf]
  37. Giorgio Giacinto, Fabio Roli
    Dissimilarity Representation of Images for Relevance Feedback in Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    MLDM, 2003, pp:202-214 [Conf]
  38. Giorgio Giacinto, Fabio Roli
    Automatic Design of Multiple Classifier Systems by Unsupervised Learning. [Citation Graph (0, 0)][DBLP]
    MLDM, 1999, pp:131-143 [Conf]
  39. Giorgio Giacinto, Fabio Roli, Giorgio Fumera
    Adaptive Query Shifting for Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    MLDM, 2001, pp:337-346 [Conf]
  40. Giorgio Giacinto, Fabio Roli
    Instance-Based Relevance Feedback for Image Retrieval. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  41. Pietro Coli, Gian Luca Marcialis, Fabio Roli
    Analysis and Selection of Features for the Fingerprint Vitality Detection. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2006, pp:907-915 [Conf]
  42. Luca Didaci, Fabio Roli
    Using Co-training and Self-training in Semi-supervised Multiple Classifier Systems. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2006, pp:522-530 [Conf]
  43. Giorgio Fumera, Ignazio Pillai, Fabio Roli
    A Two-Stage Classifier with Reject Option for Text Categorisation. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2004, pp:771-779 [Conf]
  44. Giorgio Fumera, Fabio Roli
    Performance Analysis and Comparison of Linear Combiners for Classifier Fusion. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2002, pp:424-432 [Conf]
  45. Giorgio Fumera, Fabio Roli, Giorgio Giacinto
    Multiple Reject Thresholds for Improving Classification Reliability. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2000, pp:863-871 [Conf]
  46. Giorgio Giacinto, Fabio Roli
    Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2002, pp:607-616 [Conf]
  47. Giorgio Giacinto, Fabio Roli, Giorgio Fumera
    Selection of Classifiers Based on Multiple Classifier Behaviour. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2000, pp:87-93 [Conf]
  48. Fabio Roli, Gian Luca Marcialis
    Semi-supervised PCA-Based Face Recognition Using Self-training. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2006, pp:560-568 [Conf]
  49. Giorgio Fumera, Fabio Roli
    Support Vector Machines with Embedded Reject Option. [Citation Graph (0, 0)][DBLP]
    SVM, 2002, pp:68-82 [Conf]
  50. Gian Luca Marcialis, Fabio Roli
    Decision-level Fusion of Pca and Lda-based Face Recognition Algorithms. [Citation Graph (0, 0)][DBLP]
    Int. J. Image Graphics, 2006, v:6, n:2, pp:293-311 [Journal]
  51. Giuliano Armano, Andrea Murru, Fabio Roli
    Stock Market Prediction by a Mixture of Genetic-Neural Experts. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 2002, v:16, n:5, pp:501-526 [Journal]
  52. Fabio Roli
    Multisensor Image Recognition by Neural Networks with Understandable Behavior. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 1996, v:10, n:8, pp:887-917 [Journal]
  53. Fabio Roli, Josef Kittler
    Editorial. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 2004, v:18, n:5, pp:747-748 [Journal]
  54. Fabio Roli, Sebastiano B. Serpico, Gianni Vernazza
    Image Recognition by Integration of Connectionist and Symbolic Approaches. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 1995, v:9, n:3, pp:485-515 [Journal]
  55. Fabio Roli, Josef Kittler
    Fusion of multiple classifiers. [Citation Graph (0, 0)][DBLP]
    Information Fusion, 2002, v:3, n:4, pp:243- [Journal]
  56. Giorgio Giacinto, Fabio Roli
    Design of effective neural network ensembles for image classification purposes. [Citation Graph (0, 0)][DBLP]
    Image Vision Comput., 2001, v:19, n:9-10, pp:699-707 [Journal]
  57. Giorgio Fumera, Ignazio Pillai, Fabio Roli
    Spam Filtering Based On The Analysis Of Text Information Embedded Into Images. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:6, n:, pp:2699-2720 [Journal]
  58. Gian Luca Marcialis, Fabio Roli
    Fusion of appearance-based face recognition algorithms. [Citation Graph (0, 0)][DBLP]
    Pattern Anal. Appl., 2004, v:7, n:2, pp:151-163 [Journal]
  59. Fabio Roli
    Statistical and neural classifiers: an integrated approach to design (Advances in Pattern Recognition Series). By S.Raudys. [Citation Graph (0, 0)][DBLP]
    Pattern Anal. Appl., 2004, v:7, n:1, pp:114-115 [Journal]
  60. Giorgio Fumera, Fabio Roli
    A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2005, v:27, n:6, pp:942-956 [Journal]
  61. Paolo Pellegretti, Fabio Roli, Sebastiano B. Serpico, Gianni Vernazza
    Supervised Learning of Descriptions for Image Recognition Purposes. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 1994, v:16, n:1, pp:92-98 [Journal]
  62. Luca Didaci, Giorgio Giacinto, Fabio Roli, Gian Luca Marcialis
    A study on the performances of dynamic classifier selection based on local accuracy estimation. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2005, v:38, n:11, pp:2188-2191 [Journal]
  63. Giorgio Fumera, Fabio Roli
    Analysis of error-reject trade-off in linearly combined multiple classifiers. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:6, pp:1245-1265 [Journal]
  64. Giorgio Fumera, Fabio Roli, Giorgio Giacinto
    Reject option with multiple thresholds. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2000, v:33, n:12, pp:2099-2101 [Journal]
  65. Giorgio Giacinto, Fabio Roli
    Dynamic classifier selection based on multiple classifier behaviour. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2001, v:34, n:9, pp:1879-1881 [Journal]
  66. Giorgio Giacinto, Fabio Roli
    Bayesian relevance feedback for content-based image retrieval. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:7, pp:1499-1508 [Journal]
  67. 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. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2003, v:36, n:2, pp:397-406 [Journal]
  68. Robert P. W. Duin, Fabio Roli, Dick de Ridder
    A note on core research issues for statistical pattern recognition. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2002, v:23, n:4, pp:493-499 [Journal]
  69. Giorgio Giacinto, R. Paolucci, Fabio Roli
    Application of neural networks and statistical pattern recognition algorithms to earthquake risk evaluation. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1997, v:18, n:11-13, pp:1353-1362 [Journal]
  70. Giorgio Giacinto, Fabio Roli
    An approach to the automatic design of multiple classifier systems. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2001, v:22, n:1, pp:25-33 [Journal]
  71. Giorgio Giacinto, Fabio Roli, Lorenzo Bruzzone
    Combination of neural and statistical algorithms for supervised classification of remote-sensing image. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2000, v:21, n:5, pp:385-397 [Journal]
  72. Giorgio Giacinto, Fabio Roli, Luca Didaci
    Fusion of multiple classifiers for intrusion detection in computer networks. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2003, v:24, n:12, pp:1795-1803 [Journal]
  73. Adam Józwik, Sebastiano B. Serpico, Fabio Roli
    A parallel network of modified 1-NN and k-NN classifiers - Application to remote-sensing image classification. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1998, v:19, n:1, pp:57-62 [Journal]
  74. Gian Luca Marcialis, Fabio Roli
    Fingerprint verification by fusion of optical and capacitive sensors. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2004, v:25, n:11, pp:1315-1322 [Journal]
  75. Gian Luca Marcialis, Fabio Roli
    Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2005, v:26, n:12, pp:1830-1839 [Journal]
  76. Sebastiano B. Serpico, Lorenzo Bruzzone, Fabio Roli
    An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1996, v:17, n:13, pp:1331-1341 [Journal]
  77. Fabio Roli, Luca Didaci, Gian Luca Marcialis
    Template Co-update in Multimodal Biometric Systems. [Citation Graph (0, 0)][DBLP]
    ICB, 2007, pp:1194-1202 [Conf]
  78. Pietro Coli, Gian Luca Marcialis, Fabio Roli
    Vitality Detection from Fingerprint Images: A Critical Survey. [Citation Graph (0, 0)][DBLP]
    ICB, 2007, pp:722-731 [Conf]
  79. Gian Luca Marcialis, Fabio Roli
    Score-level fusion of fingerprint and face matchers for personal verification under "stress" conditions. [Citation Graph (0, 0)][DBLP]
    ICIAP, 2007, pp:259-264 [Conf]
  80. Roberto Tronci, Giorgio Giacinto, Fabio Roli
    Dynamic Score Selection for Fusion of Multiple Biometric Matchers. [Citation Graph (0, 0)][DBLP]
    ICIAP, 2007, pp:15-22 [Conf]
  81. Battista Biggio, Giorgio Fumera, Ignazio Pillai, Fabio Roli
    Image Spam Filtering Using Visual Information. [Citation Graph (0, 0)][DBLP]
    ICIAP, 2007, pp:105-110 [Conf]
  82. Battista Biggio, Giorgio Fumera, Fabio Roli
    Bayesian Analysis of Linear Combiners. [Citation Graph (0, 0)][DBLP]
    MCS, 2007, pp:292-301 [Conf]
  83. Gian Luca Marcialis, Fabio Roli
    Serial Fusion of Fingerprint and Face Matchers. [Citation Graph (0, 0)][DBLP]
    MCS, 2007, pp:151-160 [Conf]
  84. Manuela Zanda, Gavin Brown, Giorgio Fumera, Fabio Roli
    Ensemble Learning in Linearly Combined Classifiers Via Negative Correlation. [Citation Graph (0, 0)][DBLP]
    MCS, 2007, pp:440-449 [Conf]
  85. Roberto Tronci, Giorgio Giacinto, Fabio Roli
    Index Driven Combination of Multiple Biometric Experts for AUC Maximisation. [Citation Graph (0, 0)][DBLP]
    MCS, 2007, pp:357-366 [Conf]
  86. Roberto Tronci, Giorgio Giacinto, Fabio Roli
    Selection of Experts for the Design of Multiple Biometric Systems. [Citation Graph (0, 0)][DBLP]
    MLDM, 2007, pp:795-809 [Conf]

  87. Online and Offline Fingerprint Template Update Using Minutiae: An Experimental Comparison. [Citation Graph (, )][DBLP]


  88. Image Spam Filtering by Content Obscuring Detection. [Citation Graph (, )][DBLP]


  89. Improving Image Spam Filtering Using Image Text Features. [Citation Graph (, )][DBLP]


  90. Modelling FRR of Biometric Verification Systems Using the Template Co-update Algorithm. [Citation Graph (, )][DBLP]


  91. Template Update Methods in Adaptive Biometric Systems: A Critical Review. [Citation Graph (, )][DBLP]


  92. Challenges and Research Directions for Adaptive Biometric Recognition Systems. [Citation Graph (, )][DBLP]


  93. An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington's Zoo: A Case Study in Face Verification. [Citation Graph (, )][DBLP]


  94. First International Fingerprint Liveness Detection Competition - LivDet 2009. [Citation Graph (, )][DBLP]


  95. Replacement Algorithms for Fingerprint Template Update. [Citation Graph (, )][DBLP]


  96. Dynamic score combination of binary experts. [Citation Graph (, )][DBLP]


  97. Multiple Classifier Systems for Adversarial Classification Tasks. [Citation Graph (, )][DBLP]


  98. Semi-supervised Co-update of Multiple Matchers. [Citation Graph (, )][DBLP]


  99. Multiple Classifier Systems under Attack. [Citation Graph (, )][DBLP]


  100. Dynamic Score Combination: A Supervised and Unsupervised Score Combination Method. [Citation Graph (, )][DBLP]


  101. Template Selection by Editing Algorithms: A Case Study in Face Recognition. [Citation Graph (, )][DBLP]


  102. Combination of Experts by Classifiers in Similarity Score Spaces. [Citation Graph (, )][DBLP]


  103. Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face Verification. [Citation Graph (, )][DBLP]


  104. A Theoretical and Experimental Analysis of Template Co-update in Biometric Verification Systems. [Citation Graph (, )][DBLP]


  105. Adversarial Pattern Classification Using Multiple Classifiers and Randomisation. [Citation Graph (, )][DBLP]


  106. Dynamic Linear Combination of Two-Class Classifiers. [Citation Graph (, )][DBLP]


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