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Donato Malerba: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Floriana Esposito, Nicola Fanizzi, Donato Malerba, Giovanni Semeraro
    Downward Refinement of Hierarchical Datalog Theories. [Citation Graph (0, 0)][DBLP]
    GULP-PRODE, 1995, pp:148-159 [Conf]
  2. Annalisa Appice, Michelangelo Ceci, Donato Malerba
    Mining Relational Association Rules for Propositional Classification. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2005, pp:522-534 [Conf]
  3. Michelangelo Ceci, Annalisa Appice, Donato Malerba, Vincenzo Colonna
    Multi-relational Structural Bayesian Classifier. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2003, pp:250-261 [Conf]
  4. Michelangelo Ceci, Margherita Berardi, Donato Malerba
    Relational Learning: Statistical Approach Versus Logical Approach in Document Image Understanding. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2005, pp:418-429 [Conf]
  5. Floriana Esposito, Donato Malerba, Luigi Di Pace, Pietro Leo
    A Machine Learning Approach to Web Mining. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1999, pp:190-201 [Conf]
  6. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    Negation as a Specializing Operator. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1993, pp:166-177 [Conf]
  7. Francesca A. Lisi, Donato Malerba
    Bridging the Gap between Horn Clausal Logic and Description Logics in Inductive Learning. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2003, pp:53-64 [Conf]
  8. Donato Malerba, Annalisa Appice, Antonia Bellino, Michelangelo Ceci, Domenico Pallotta
    Stepwise Induction of Model Trees. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2001, pp:20-32 [Conf]
  9. Donato Malerba, Floriana Esposito, Giovanni Semeraro, Sergio Caggese
    Handling Continuous Data in Top-Down Induction of First-Order Rules. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1997, pp:24-35 [Conf]
  10. Donato Malerba, Floriana Esposito, Giovanni Semeraro, Luca de Filippis
    Processing Paper Documents with WISDOM. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1997, pp:439-442 [Conf]
  11. Giovanni Semeraro, Floriana Esposito, Nicola Fanizzi, Donato Malerba
    Revision of Logical Theories. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1995, pp:365-376 [Conf]
  12. Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli, Pasquale Lops
    IDL: A Prototypical Intelligent Digital Library Service. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1997, pp:447-450 [Conf]
  13. Donato Malerba, Annalisa Appice, Michelangelo Ceci
    A Data Mining Query Language for Knowledge Discovery in a Geographical Information System. [Citation Graph (0, 0)][DBLP]
    Database Support for Data Mining Applications, 2004, pp:95-116 [Conf]
  14. Margherita Berardi, Michele Lapi, Donato Malerba
    An Integrated Approach for Automatic Semantic Structure Extraction in Document Images. [Citation Graph (0, 0)][DBLP]
    Document Analysis Systems, 2004, pp:179-190 [Conf]
  15. Donato Malerba, Michelangelo Ceci, Margherita Berardi
    XML and Knowledge Technologies for Semantic-Based Indexing of Paper Documents. [Citation Graph (0, 0)][DBLP]
    DEXA, 2003, pp:256-265 [Conf]
  16. Margherita Berardi, Michele Lapi, Pietro Leo, Donato Malerba, Caterina Marinelli, Gaetano Scioscia
    A Data Mining Approach to PubMed Query Refinement. [Citation Graph (0, 0)][DBLP]
    DEXA Workshops, 2004, pp:401-405 [Conf]
  17. Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli, Oronzo Altamura, Teresa Maria Altomare Basile, Margherita Berardi, Michelangelo Ceci, Nicola Di Mauro
    Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation. [Citation Graph (0, 0)][DBLP]
    DIAL, 2004, pp:328-335 [Conf]
  18. Donato Malerba, Floriana Esposito, Francesca A. Lisi
    Learning Recursive Theories with ATRE. [Citation Graph (0, 0)][DBLP]
    ECAI, 1998, pp:435-439 [Conf]
  19. Michelangelo Ceci, Donato Malerba
    Hierarchical Classification of HTML Documents with WebClassII. [Citation Graph (0, 0)][DBLP]
    ECIR, 2003, pp:57-72 [Conf]
  20. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    Decision Tree Pruning as a Search in the State Space. [Citation Graph (0, 0)][DBLP]
    ECML, 1993, pp:165-184 [Conf]
  21. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract). [Citation Graph (0, 0)][DBLP]
    ECML, 1995, pp:287-290 [Conf]
  22. Donato Malerba, Giovanni Semeraro, Floriana Esposito
    An Analytic and Empirical Comparison of Two Methods for Discovering Probabilistic Causal Relationships. [Citation Graph (0, 0)][DBLP]
    ECML, 1994, pp:198-216 [Conf]
  23. Donato Malerba, Floriana Esposito, Michelangelo Ceci
    Mining HTML Pages to Support Document Sharing in a Cooperative System. [Citation Graph (0, 0)][DBLP]
    EDBT Workshops, 2002, pp:420-434 [Conf]
  24. Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli
    Machine Learning + On-line Libraries = IDL. [Citation Graph (0, 0)][DBLP]
    ECDL, 1997, pp:195-214 [Conf]
  25. Floriana Esposito, Donato Malerba, Francesca A. Lisi
    Multiple Predicate Learning for Document Image Understanding. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2001, pp:372-376 [Conf]
  26. Donato Malerba, Floriana Esposito, Francesca A. Lisi
    A Logical Framework for Frequent Pattern Discovery in Spatial Data. [Citation Graph (0, 0)][DBLP]
    FLAIRS Conference, 2001, pp:557-561 [Conf]
  27. Antonietta Lanza, Donato Malerba, Francesca A. Lisi, Annalisa Appice, Michelangelo Ceci
    Generating Logic Descriptions for the Automated Interpretation of Topographic Maps. [Citation Graph (0, 0)][DBLP]
    GREC, 2001, pp:200-210 [Conf]
  28. Margherita Berardi, Oronzo Altamura, Michelangelo Ceci, Donato Malerba
    A color-based layout analysis to process censorship cards of film archives. [Citation Graph (0, 0)][DBLP]
    ICDAR, 2005, pp:1110-1114 [Conf]
  29. Oronzo Altamura, Floriana Esposito, Donato Malerba
    WISDOM++: An Interactive and Adaptive Document Analysis System. [Citation Graph (0, 0)][DBLP]
    ICDAR, 1999, pp:366-369 [Conf]
  30. Michelangelo Ceci, Margherita Berardi, Donato Malerba
    Relational Learning techniques for Document Image Understanding: Comparing Statistical and Logical approaches. [Citation Graph (0, 0)][DBLP]
    ICDAR, 2005, pp:473-477 [Conf]
  31. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    A knowledge-based approach to the layout analysis. [Citation Graph (0, 0)][DBLP]
    ICDAR, 1995, pp:466-471 [Conf]
  32. Floriana Esposito, Donato Malerba, Giovanni Semeraro, Cesare Daniele Antifora, Gioacchino de Gennaro
    Information Capture and Semantic Indexing of Digital Libraries through Machine Learning Techniques. [Citation Graph (0, 0)][DBLP]
    ICDAR, 1997, pp:722-727 [Conf]
  33. Donato Malerba, Floriana Esposito, Oronzo Altamura, Michelangelo Ceci, Margherita Berardi
    Correcting the Document Layout: A Machine Learning Approach. [Citation Graph (0, 0)][DBLP]
    ICDAR, 2003, pp:97-0 [Conf]
  34. Donato Malerba, Floriana Esposito, Francesca A. Lisi, Oronzo Altamura
    Automated Discovery of Dependencies Between Logical Components in Document Image Understanding. [Citation Graph (0, 0)][DBLP]
    ICDAR, 2001, pp:174-178 [Conf]
  35. Margherita Berardi, Donato Malerba, Marcella Attimonelli
    Mining Information Extraction Models for HmtDB annotation. [Citation Graph (0, 0)][DBLP]
    ICDM Workshops, 2006, pp:207-212 [Conf]
  36. Margherita Berardi, Michelangelo Ceci, Floriana Esposito, Donato Malerba
    Learning Logic Programs for Layout Analysis Correction. [Citation Graph (0, 0)][DBLP]
    ICML, 2003, pp:27-34 [Conf]
  37. Michelangelo Ceci, Floriana Esposito, Michele Lapi, Donato Malerba
    Automated Classification of Web Documents into a Hierarchy of Categories. [Citation Graph (0, 0)][DBLP]
    IIS, 2003, pp:59-68 [Conf]
  38. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    Flexible Matching for Noisy Structural Descriptions. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1991, pp:658-664 [Conf]
  39. Annalisa Appice, Michelangelo Ceci, Donato Malerba
    Mining Model Trees: A Multi-relational Approach. [Citation Graph (0, 0)][DBLP]
    ILP, 2003, pp:4-21 [Conf]
  40. Margherita Berardi, Antonio Varlaro, Donato Malerba
    On the Effect of Caching in Recursive Theory Learning. [Citation Graph (0, 0)][DBLP]
    ILP, 2004, pp:44-62 [Conf]
  41. Floriana Esposito, Donato Malerba, Francesca A. Lisi
    Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions. [Citation Graph (0, 0)][DBLP]
    ILP, 2000, pp:93-111 [Conf]
  42. Francesca A. Lisi, Donato Malerba
    Ideal Refinement of Descriptions in AL-Log. [Citation Graph (0, 0)][DBLP]
    ILP, 2003, pp:215-232 [Conf]
  43. Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza
    Spatial Clustering of Structured Objects. [Citation Graph (0, 0)][DBLP]
    ILP, 2005, pp:227-245 [Conf]
  44. Donato Malerba, Francesca A. Lisi
    Discovering Associations between Spatial Objects: An ILP Application. [Citation Graph (0, 0)][DBLP]
    ILP, 2001, pp:156-163 [Conf]
  45. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    A Distance Measure for Decision Making in Uncertain Domains. [Citation Graph (0, 0)][DBLP]
    IPMU, 1990, pp:538-547 [Conf]
  46. Costantina Caruso, Donato Malerba, Davide Papagni
    Learning the Daily Model of Network Traffic. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2005, pp:131-141 [Conf]
  47. Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba
    Mining and Filtering Multi-level Spatial Association Rules with ARES. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2005, pp:342-353 [Conf]
  48. Michelangelo Ceci, Annalisa Appice, Donato Malerba
    Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2003, pp:49-56 [Conf]
  49. Floriana Esposito, Angela Laterza, Donato Malerba, Giovanni Semeraro
    Locally Finite, Proper and Complete Operators for Refining Datalog Programs. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1996, pp:468-478 [Conf]
  50. Floriana Esposito, Donato Malerba, Francesca A. Lisi
    Machine Learning for Intelligent Document Processing: The WISDOM System. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1999, pp:103-113 [Conf]
  51. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    Traps and Pitfalls when Learning Logical Definitions from Relations. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1994, pp:376-385 [Conf]
  52. Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli
    Knowledge Revision for Document Understanding. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1997, pp:619-628 [Conf]
  53. Donato Malerba, Annalisa Appice, Michelangelo Ceci, Marianna Monopoli
    Trading-Off Local versus Global Effects of Regression Nodes in Model Trees. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2002, pp:393-402 [Conf]
  54. Donato Malerba, Floriana Esposito, Oronzo Altamura
    Adaptive Layout Analysis of Document Images. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2002, pp:526-534 [Conf]
  55. Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi
    Discovering Geographic Knowledge: The INGENS System. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2000, pp:40-48 [Conf]
  56. Annalisa Appice, Michelangelo Ceci, Donato Malerba
    MR-SMOTI: A Data Mining System for Regression Tasks Tightly-Coupled with a Relational Database. [Citation Graph (0, 0)][DBLP]
    KDID, 2003, pp:17-27 [Conf]
  57. Giovanni Semeraro, Floriana Esposito, Donato Malerba
    Ideal Refinement of Datalog Programs. [Citation Graph (0, 0)][DBLP]
    LOPSTR, 1995, pp:120-136 [Conf]
  58. Giovanni Semeraro, Floriana Esposito, Donato Malerba, Clifford Brunk, Michael J. Pazzani
    Avoiding Non-Termination when Learning Logical Programs: A Case Study with FOIL and FOCL. [Citation Graph (0, 0)][DBLP]
    LOPSTR, 1994, pp:183-198 [Conf]
  59. Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli
    A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories. [Citation Graph (0, 0)][DBLP]
    LOPSTR, 1997, pp:300-321 [Conf]
  60. Oronzo Altamura, Floriana Esposito, Francesca A. Lisi, Donato Malerba
    Symbolic Learning Techniques in Paper Document Processing. [Citation Graph (0, 0)][DBLP]
    MLDM, 1999, pp:159-173 [Conf]
  61. Michelangelo Ceci, Annalisa Appice, Donato Malerba
    Simplification Methods for Model Trees with Regression and Splitting Nodes. [Citation Graph (0, 0)][DBLP]
    MLDM, 2003, pp:20-34 [Conf]
  62. Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi
    First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps. [Citation Graph (0, 0)][DBLP]
    MLDM, 2001, pp:88-101 [Conf]
  63. Michelangelo Ceci, Annalisa Appice, Donato Malerba
    Mr-SBC: A Multi-relational Naïve Bayes Classifier. [Citation Graph (0, 0)][DBLP]
    PKDD, 2003, pp:95-106 [Conf]
  64. Michelangelo Ceci, Annalisa Appice, Donato Malerba
    Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach. [Citation Graph (0, 0)][DBLP]
    PKDD, 2004, pp:99-111 [Conf]
  65. Donato Malerba, Michelangelo Ceci, Annalisa Appice
    Mining Model Trees from Spatial Data. [Citation Graph (0, 0)][DBLP]
    PKDD, 2005, pp:169-180 [Conf]
  66. Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Michele Lapi, Donato Malerba, Antonio Turi
    Mining interesting spatial association rules: two case studies. [Citation Graph (0, 0)][DBLP]
    SEBD, 2004, pp:86-97 [Conf]
  67. Annalisa Appice, Michelangelo Ceci, Floriana Esposito, Donato Malerba
    Mining Model Trees with Regression and Splitting Nodes. [Citation Graph (0, 0)][DBLP]
    SEBD, 2003, pp:495-506 [Conf]
  68. Annalisa Appice, Michelangelo Ceci, Donato Malerba
    KDB2000: Uno strumento per la scoperta della conoscenza. [Citation Graph (0, 0)][DBLP]
    SEBD, 2002, pp:417-421 [Conf]
  69. Annalisa Appice, Michelangelo Ceci, Donato Malerba, D. Sacchi
    Stepwise Model Tree Induction in a Multi-Relational Framework. [Citation Graph (0, 0)][DBLP]
    SEBD, 2003, pp:281-292 [Conf]
  70. Annalisa Appice, Floriana Esposito, Donato Malerba
    Classifying Aggregated Data: a Symbolic Data Analysis Approach. [Citation Graph (0, 0)][DBLP]
    SEBD, 2006, pp:105-116 [Conf]
  71. Michelangelo Ceci, Annalisa Appice, Donato Malerba
    Propositionalization Through Relational Association Rules Mining. [Citation Graph (0, 0)][DBLP]
    SEBD, 2005, pp:125-136 [Conf]
  72. Michelangelo Ceci, Donato Malerba
    Relational Data Mining Techniques for Historical Document Processing. [Citation Graph (0, 0)][DBLP]
    SEBD, 2006, pp:309-320 [Conf]
  73. Francesca Esposito, Donato Malerba, Pierpaolo Golia, Luigi Mastrapasqua, Nunzio Mastrapasqua
    Web Content Mining with WebClass. [Citation Graph (0, 0)][DBLP]
    SEBD, 2001, pp:299-313 [Conf]
  74. Francesca A. Lisi, Donato Malerba
    Efficient Discovery of Multiple-level Patterns. [Citation Graph (0, 0)][DBLP]
    SEBD, 2002, pp:237-250 [Conf]
  75. Francesca A. Lisi, Donato Malerba
    Towards Object-Relational Data Mining. [Citation Graph (0, 0)][DBLP]
    SEBD, 2003, pp:269-280 [Conf]
  76. Donato Malerba, Annalisa Appice, Michelangelo Ceci, Nicola Vacca
    Mining Classification and Association Rules in Geographical Data with SDMOQL. [Citation Graph (0, 0)][DBLP]
    SEBD, 2002, pp:251-264 [Conf]
  77. Donato Malerba, Floriana Esposito, Francesca A. Lisi
    Mining Association Rules in Spatial Databases: A Logic-based Computational Method. [Citation Graph (0, 0)][DBLP]
    SEBD, 2001, pp:223-237 [Conf]
  78. Donato Malerba, Francesca Esposito, Marianna Monopoli
    Estrazione e matching di oggetti simbolici da database relazionali. [Citation Graph (0, 0)][DBLP]
    SEBD, 2002, pp:265-272 [Conf]
  79. Antonio Varlaro, Annalisa Appice, Antonietta Lanza, Donato Malerba, Giuseppe Guarnieri
    Relational Clustering with Discrete Spatial Structure. [Citation Graph (0, 0)][DBLP]
    SEBD, 2005, pp:149-160 [Conf]
  80. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    Machine Learning Techniques for Knowledge Acquisition and Refinement. [Citation Graph (0, 0)][DBLP]
    SEKE, 1993, pp:319-323 [Conf]
  81. Maria Francesca Costabile, Donato Malerba, Matthias Hemmje, Aldo Paradiso
    Building Metaphors for Supporting User Interaction with Multimedia Databases. [Citation Graph (0, 0)][DBLP]
    VDB, 1998, pp:47-65 [Conf]
  82. Maria Francesca Costabile, Donato Malerba, Matthias Hemmje, Aldo Paradiso
    Metaphors for Supporting User Interaction with Multimedia Databases - a demonstration. [Citation Graph (0, 0)][DBLP]
    VDB, 1998, pp:154-160 [Conf]
  83. Floriana Esposito, Antonietta Lanza, Donato Malerba, Giovanni Semeraro
    Machine Learning for Map Interpretation: An Intelligent Tool for Environmental Planning. [Citation Graph (0, 0)][DBLP]
    Applied Artificial Intelligence, 1997, v:11, n:7-8, pp:673-696 [Journal]
  84. Floriana Esposito, Donato Malerba
    Machine Learning in Computer Vision (Editorial). [Citation Graph (0, 0)][DBLP]
    Applied Artificial Intelligence, 2001, v:15, n:8, pp:693-705 [Journal]
  85. Floriana Esposito, Donato Malerba, Vincenza Ripa, Giovanni Semeraro
    Discovering Causal Rules in Relational Databases. [Citation Graph (0, 0)][DBLP]
    Applied Artificial Intelligence, 1997, v:11, n:1, pp:71-84 [Journal]
  86. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    multistrategy learning for document recognition. [Citation Graph (0, 0)][DBLP]
    Applied Artificial Intelligence, 1994, v:8, n:1, pp:33-84 [Journal]
  87. Donato Malerba
    Learning Recursive Theories in the Normal ILP Setting. [Citation Graph (0, 0)][DBLP]
    Fundam. Inform., 2003, v:57, n:1, pp:39-77 [Journal]
  88. Annalisa Appice, Michelangelo Ceci, Antonietta Lanza, Francesca A. Lisi, Donato Malerba
    Discovery of spatial association rules in geo-referenced census data: A relational mining approach. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2003, v:7, n:6, pp:541-566 [Journal]
  89. Paula Brito, Donato Malerba
    Guest-editorial: Mining official data. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2003, v:7, n:6, pp:497-500 [Journal]
  90. Floriana Esposito, Donato Malerba, Vittorio Marengo
    Inductive learning from numerical and symbolic data: An integrated framework. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2001, v:5, n:6, pp:445-461 [Journal]
  91. Annalisa Appice, Claudia d'Amato, Floriana Esposito, Donato Malerba
    Classification of symbolic objects: A lazy learning approach. [Citation Graph (0, 0)][DBLP]
    Intell. Data Anal., 2006, v:10, n:4, pp:301-324 [Journal]
  92. Oronzo Altamura, Floriana Esposito, Donato Malerba
    Transforming paper documents into XML format with WISDOM++. [Citation Graph (0, 0)][DBLP]
    IJDAR, 2001, v:4, n:1, pp:2-17 [Journal]
  93. Floriana Esposito, Donato Malerba, Francesca A. Lisi
    Machine Learning for Intelligent Processing of Printed Documents. [Citation Graph (0, 0)][DBLP]
    J. Intell. Inf. Syst., 2000, v:14, n:2-3, pp:175-198 [Journal]
  94. Gennady L. Andrienko, Donato Malerba, Michael May, Maguelonne Teisseire
    Mining spatio-temporal data. [Citation Graph (0, 0)][DBLP]
    J. Intell. Inf. Syst., 2006, v:27, n:3, pp:187-190 [Journal]
  95. Michelangelo Ceci, Donato Malerba
    Classifying web documents in a hierarchy of categories: a comprehensive study. [Citation Graph (0, 0)][DBLP]
    J. Intell. Inf. Syst., 2007, v:28, n:1, pp:37-78 [Journal]
  96. Floriana Esposito, Donato Malerba, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli
    Adding Machine Learning and Knowledge Intensive Techniques to a Digital Library Service. [Citation Graph (0, 0)][DBLP]
    Int. J. on Digital Libraries, 1998, v:2, n:1, pp:3-19 [Journal]
  97. Francesca A. Lisi, Donato Malerba
    Inducing Multi-Level Association Rules from Multiple Relations. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2004, v:55, n:2, pp:175-210 [Journal]
  98. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    Classification in Noisy Environments Using a Distance Measure Between Structural Symbolic Descriptions. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 1992, v:14, n:3, pp:390-402 [Journal]
  99. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    A Comparative Analysis of Methods for Pruning Decision Trees. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 1997, v:19, n:5, pp:476-491 [Journal]
  100. Donato Malerba, Floriana Esposito, Michelangelo Ceci, Annalisa Appice
    Top-Down Induction of Model Trees with Regression and Splitting Nodes. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2004, v:26, n:5, pp:612-625 [Journal]
  101. Maria Francesca Costabile, Donato Malerba
    Editor's foreword. [Citation Graph (0, 0)][DBLP]
    J. Vis. Lang. Comput., 2003, v:14, n:6, pp:499-501 [Journal]
  102. Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi, Annalisa Appice
    Empowering a GIS with inductive learning capabilities: the case of INGENS. [Citation Graph (0, 0)][DBLP]
    Computers, Environment and Urban Systems, 2003, v:27, n:3, pp:265-281 [Journal]
  103. Annalisa Appice, Michelangelo Ceci, Carlo Malgieri, Donato Malerba
    Discovering Relational Emerging Patterns. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2007, pp:206-217 [Conf]
  104. Margherita Berardi, Donato Malerba
    Learning Recursive Patterns for Biomedical Information Extraction. [Citation Graph (0, 0)][DBLP]
    ILP, 2006, pp:79-93 [Conf]
  105. Costantina Caruso, Donato Malerba
    A Data Mining Methodology for Anomaly Detection in Network Data. [Citation Graph (0, 0)][DBLP]
    KES (2), 2007, pp:109-116 [Conf]
  106. Michelangelo Ceci, Annalisa Appice, Nicola Barile, Donato Malerba
    Transductive Learning from Relational Data. [Citation Graph (0, 0)][DBLP]
    MLDM, 2007, pp:324-338 [Conf]
  107. Michelangelo Ceci, Annalisa Appice, Donato Malerba
    Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach. [Citation Graph (0, 0)][DBLP]
    PKDD, 2007, pp:390-397 [Conf]
  108. Floriana Esposito, Donato Malerba, Giovanni Semeraro
    Introduction to the special issue. [Citation Graph (0, 0)][DBLP]
    Appl. Intell., 2007, v:26, n:2, pp:81-82 [Journal]
  109. Oronzo Altamura, Margherita Berardi, Michelangelo Ceci, Donato Malerba, Antonio Varlaro
    Using colour information to understand censorship cards of film archives. [Citation Graph (0, 0)][DBLP]
    IJDAR, 2007, v:9, n:2-4, pp:281-297 [Journal]

  110. Approximate Frequent Itemset Discovery from Data Stream. [Citation Graph (, )][DBLP]


  111. A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient's Physiology. [Citation Graph (, )][DBLP]


  112. A Relational Approach for Discovering Frequent Patterns with Disjunctions. [Citation Graph (, )][DBLP]


  113. Emerging Pattern Based Classification in Relational Data Mining. [Citation Graph (, )][DBLP]


  114. A Grid-Based Multi-relational Approach to Process Mining. [Citation Graph (, )][DBLP]


  115. A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams. [Citation Graph (, )][DBLP]


  116. An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting. [Citation Graph (, )][DBLP]


  117. Mining Physiological Data for Discovering Temporal Patterns on Disease Stages. [Citation Graph (, )][DBLP]


  118. Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion. [Citation Graph (, )][DBLP]


  119. Learning to Order: A Relational Approach. [Citation Graph (, )][DBLP]


  120. A Data Mining Approach to Reading Order Detection. [Citation Graph (, )][DBLP]


  121. An Integrated Platform for Spatial Data Mining within a GIS Environment. [Citation Graph (, )][DBLP]


  122. Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective. [Citation Graph (, )][DBLP]


  123. Discovering Triggering Events from Longitudinal Data. [Citation Graph (, )][DBLP]


  124. A KDD Platform Based on the Application Service Provider Paradigm. [Citation Graph (, )][DBLP]


  125. Top-Down Induction of Relational Model Trees in Multi-instance Learning. [Citation Graph (, )][DBLP]


  126. Discovering Explanations from Longitudinal Data. [Citation Graph (, )][DBLP]


  127. Stepwise Induction of Logistic Model Trees. [Citation Graph (, )][DBLP]


  128. Discovering Emerging Patterns for Anomaly Detection in Network Connection Data. [Citation Graph (, )][DBLP]


  129. A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines. [Citation Graph (, )][DBLP]


  130. Novelty Detection from Evolving Complex Data Streams with Time Windows. [Citation Graph (, )][DBLP]


  131. Mining Multiple Level Non-redundant Association Rules through Two-Fold Pruning of Redundancies. [Citation Graph (, )][DBLP]


  132. Relational Frequent Patterns Mining for Novelty Detection from Data Streams. [Citation Graph (, )][DBLP]


  133. Transductive learning for spatial regression with co-training. [Citation Graph (, )][DBLP]


  134. Complex objects ranking: a relational data mining approach. [Citation Graph (, )][DBLP]


  135. Spatial Regression in the Transductive Setting. [Citation Graph (, )][DBLP]


  136. Mining Frequent Patterns of Biological Spaced Motifs. [Citation Graph (, )][DBLP]


  137. Relational Classification based on Emerging Patterns. [Citation Graph (, )][DBLP]


  138. KD-ASP - A distributed collaborative data mining platform. [Citation Graph (, )][DBLP]


  139. Distributed Discovery of Multi-Level Approximate Process Patterns. [Citation Graph (, )][DBLP]


  140. Mining preference relations to rank complex object. [Citation Graph (, )][DBLP]


  141. A Relational Approach to Novelty Detection in Data Streams. [Citation Graph (, )][DBLP]


  142. Relational Data Mining and ILP for Document Image Understanding. [Citation Graph (, )][DBLP]


  143. Computational annotation of UTR cis-regulatory modules through Frequent Pattern Mining. [Citation Graph (, )][DBLP]


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