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Lorenza Saitta: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Francesco Bergadano, Attilio Giordana, Lorenza Saitta
    Biasing Induction by Using a Domain Theory: An Experimental Evaluation. [Citation Graph (1, 0)][DBLP]
    ECAI, 1990, pp:84-89 [Conf]
  2. Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Davide De Marchi, Filippo Brancadori
    Integrated Learning in a real Domain. [Citation Graph (1, 0)][DBLP]
    ML, 1990, pp:322-329 [Conf]
  3. Marco Botta, Lorenza Saitta
    Use of Causal Models and Abduction in Learning Diagnostic Knowledge. [Citation Graph (1, 0)][DBLP]
    International Journal of Man-Machine Studies, 1992, v:36, n:2, pp:289-307 [Journal]
  4. Attilio Giordana, Lorenza Saitta
    Modelling Production Systems by means of Predicate-Transitions Networks. [Citation Graph (1, 0)][DBLP]
    Inf. Sci., 1985, v:35, n:1, pp:1-41 [Journal]
  5. Roberto Gemello, Franco Mana, Lorenza Saitta
    Rigel: An Inductive Learning System. [Citation Graph (1, 0)][DBLP]
    Machine Learning, 1991, v:6, n:, pp:7-35 [Journal]
  6. Attilio Giordana, Filippo Neri, Lorenza Saitta, Marco Botta
    Integrating Multiple Learning Strategies in First Order Logics. [Citation Graph (1, 0)][DBLP]
    Machine Learning, 1997, v:27, n:3, pp:209-240 [Journal]
  7. Renato de Mori, Attilio Giordana, Lorenza Saitta, Pietro Laface
    An Expert System for Interpreting Speech Patterns. [Citation Graph (0, 0)][DBLP]
    AAAI, 1982, pp:107-110 [Conf]
  8. Lorenza Saitta
    Integrated Architectures for Machine Learning. [Citation Graph (0, 0)][DBLP]
    Machine Learning and Its Applications, 2001, pp:218-229 [Conf]
  9. Marco Botta, Filippo Brancadori, S. Ravotto, Lorenza Saitta, S. B. Sperotto
    Use of a Causal Model to Learn Diagnostic Knowledge in a Real Domain. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1991, pp:228-237 [Conf]
  10. Marco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag
    Relational Learning: Hard Problems and Phase Transitions. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1999, pp:178-189 [Conf]
  11. Roberto Esposito, Lorenza Saitta
    Boosting as a Monte Carlo Algorithm. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2001, pp:11-19 [Conf]
  12. Roberto Esposito, Lorenza Saitta
    Explaining Bagging with Monte Carlo Theory. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2003, pp:189-200 [Conf]
  13. Attilio Giordana, Ugo Galassi, Lorenza Saitta
    Experimental Evaluation of Hierarchical Hidden Markov Models. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2005, pp:249-257 [Conf]
  14. Attilio Giordana, Lorenza Saitta, M. E. Campidoglio, Giuseppe Lo Bello
    Learning Relations Using Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1993, pp:218-229 [Conf]
  15. Attilio Giordana, Lorenza Saitta, R. Finelli, M. Paderni, Davide Roverso
    Extending Inverse Resolution to Build Up Abstractions. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1991, pp:238-247 [Conf]
  16. Filippo Neri, Lorenza Saitta, Andrée Tiberghien
    Modelling Conceptual Change: An Interdisciplinary Approach. [Citation Graph (0, 0)][DBLP]
    AI*IA, 1997, pp:1-12 [Conf]
  17. Francesco Bergadano, Attilio Giordana, Lorenza Saitta
    Concept Acquisition in an Integrated EBL and SBL Environment. [Citation Graph (0, 0)][DBLP]
    ECAI, 1988, pp:363-368 [Conf]
  18. Marco Botta, Attilio Giordana, Lorenza Saitta
    Comparison of Search Strategies in Learning Relations. [Citation Graph (0, 0)][DBLP]
    ECAI, 1992, pp:451-455 [Conf]
  19. Attilio Giordana, Lorenza Saitta, Floriano Zini
    Learning Disjunctive Concept Definitions Using a Genetic Algorithm. [Citation Graph (0, 0)][DBLP]
    ECAI, 1994, pp:483-486 [Conf]
  20. Renato de Mori, Attilio Giordana, Pietro Laface, Lorenza Saitta
    An Expert System for Speech Decoding. [Citation Graph (0, 0)][DBLP]
    ECAI, 1982, pp:127-132 [Conf]
  21. Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta
    Coevolutionary, Distributed Search for Inducing Concept Description. [Citation Graph (0, 0)][DBLP]
    ECML, 1998, pp:322-333 [Conf]
  22. Marco Botta, Lorenza Saitta
    Improving Knowledge-Based System Performance by Experience. [Citation Graph (0, 0)][DBLP]
    EWSL, 1988, pp:15-23 [Conf]
  23. Attilio Giordana, Davide Roverso, Lorenza Saitta
    Abstracting Background Knowledge for Concept Learning. [Citation Graph (0, 0)][DBLP]
    EWSL, 1991, pp:1-13 [Conf]
  24. Filippo Neri, Lorenza Saitta
    Knowledge Representation in Machine Learning. [Citation Graph (0, 0)][DBLP]
    ECML, 1994, pp:20-27 [Conf]
  25. Lorenza Saitta
    Panel: Causality and Learning. [Citation Graph (0, 0)][DBLP]
    EWSL, 1991, pp:345- [Conf]
  26. Attilio Giordana, Lorenza Saitta
    Transition de phase et apprentissage relationnel : une analyse critique. [Citation Graph (0, 0)][DBLP]
    EGC, 2003, pp:25-30 [Conf]
  27. Sébastien Mustière, Jean-Daniel Zucker, Lorenza Saitta
    Cartographic Generalization as a Combination of Representing and Abstracting Knowledge. [Citation Graph (0, 0)][DBLP]
    ACM-GIS, 1999, pp:162-164 [Conf]
  28. Attilio Giordana, Lorenza Saitta, Floriano Zini
    Learning Disjunctive Concepts with Distributed Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    International Conference on Evolutionary Computation, 1994, pp:115-119 [Conf]
  29. Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta
    A Network Genetic Algorithm for Concept Learning. [Citation Graph (0, 0)][DBLP]
    ICGA, 1997, pp:434-441 [Conf]
  30. Filippo Neri, Lorenza Saitta
    Analysis of Genetic Algorithms Evolution under Pure Selection. [Citation Graph (0, 0)][DBLP]
    ICGA, 1995, pp:32-41 [Conf]
  31. Marco Botta, S. Ravotto, Lorenza Saitta, S. B. Sperotto
    Improving Learning Using Causality and Abduction. [Citation Graph (0, 0)][DBLP]
    ML, 1991, pp:480-484 [Conf]
  32. Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta
    An Experimental Evaluation of Coevolutive Concept Learning. [Citation Graph (0, 0)][DBLP]
    ICML, 1998, pp:19-27 [Conf]
  33. Roberto Esposito, Lorenza Saitta
    A Monte Carlo analysis of ensemble classification. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  34. Roberto Esposito, Lorenza Saitta
    Experimental comparison between bagging and Monte Carlo ensemble classification. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:209-216 [Conf]
  35. Attilio Giordana, Lorenza Saitta, Davide Roverso
    Abstracting Concepts with Inverse Resolution. [Citation Graph (0, 0)][DBLP]
    ML, 1991, pp:142-146 [Conf]
  36. Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta
    Analyzing Relational Learning in the Phase Transition Framework. [Citation Graph (0, 0)][DBLP]
    ICML, 2000, pp:311-318 [Conf]
  37. Attilio Giordana, Lorenza Saitta, Floriano Zini
    Learning Disjunctive Concepts by Means of Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    ICML, 1994, pp:96-104 [Conf]
  38. Lorenza Saitta, Jean-Daniel Zucker, Sébastien Mustière
    An Abstraction-based Machine Learning Approach to Cartographic Generalisation. [Citation Graph (0, 0)][DBLP]
    IICAI, 2005, pp:621-638 [Conf]
  39. Roberto Esposito, Lorenza Saitta
    Monte Carlo Theory as an Explanation of Bagging and Boosting. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:499-504 [Conf]
  40. Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta
    Learning Complex Event Descriptions by Abstraction. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:1600-1601 [Conf]
  41. Attilio Giordana, Marco Botta, Lorenza Saitta
    An Experimental Study of Phase Transitions in Matching. [Citation Graph (0, 0)][DBLP]
    IJCAI, 1999, pp:1198-1203 [Conf]
  42. Alessandro Serra, Attilio Giordana, Lorenza Saitta
    Learning on the Phase Transition Edge. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:921-926 [Conf]
  43. Ugo Galassi, Attilio Giordana, Lorenza Saitta
    Incremental Construction of Structured Hidden Markov Models. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:798-803 [Conf]
  44. Simonetta Frediani, Lorenza Saitta
    Knowledge base organization in expert systems. [Citation Graph (0, 0)][DBLP]
    IPMU, 1986, pp:217-224 [Conf]
  45. Francesco Bergadano, Attilio Giordana, Lorenza Saitta
    Integrating EBL and SBL Approaches to Knowledge Base Refinement. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1987, pp:309-316 [Conf]
  46. Luca Console, Attilio Giordana, Lorenza Saitta
    Investigating the Relationships between Abduction and Inverse Resolution in Proposition Calculus. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1991, pp:316-325 [Conf]
  47. Roberto Esposito, Lorenza Saitta
    Is a Greedy Covering Strategy an Extreme Boosting? [Citation Graph (0, 0)][DBLP]
    ISMIS, 2002, pp:94-102 [Conf]
  48. Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta
    Learning Profiles Based on Hierarchical Hidden Markov Model. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2005, pp:47-55 [Conf]
  49. Attilio Giordana, Filippo Neri, Lorenza Saitta
    Formal Models of Selection in Genetic Algorithms. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1994, pp:124-133 [Conf]
  50. Attilio Giordana, Filippo Neri, Lorenza Saitta
    A Fine-Grained Parallel Evolutionary Program for Concept Induction. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1996, pp:168-177 [Conf]
  51. Attilio Giordana, Lorenza Saitta
    On-Line Estimation of Matching Complexity in First Order Logic. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1999, pp:76-84 [Conf]
  52. Attilio Giordana, Lorenza Saitta, Cristina Baroglio
    Learning Simple Recursive Theories. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1993, pp:425-434 [Conf]
  53. Attilio Giordana, Lorenza Saitta, Giuseppe Lo Bello
    A Coevolutionary Approach to Concept Learning. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1997, pp:257-266 [Conf]
  54. Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta
    Can Relational Learning Scale Up? [Citation Graph (0, 0)][DBLP]
    ISMIS, 2000, pp:31-39 [Conf]
  55. Sébastien Mustière, Lorenza Saitta, Jean-Daniel Zucker
    Abstraction in Cartographic Generalization. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2000, pp:638-644 [Conf]
  56. Lorenza Saitta
    Hypothesis Diversity in Ensemble Classification. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2006, pp:662-670 [Conf]
  57. Lorenza Saitta, Filippo Neri, Andrée Tiberghien
    World Model Construction in Children during Physics Learning. [Citation Graph (0, 0)][DBLP]
    ISMIS, 1997, pp:127-136 [Conf]
  58. Lorenza Saitta, Jean-Daniel Zucker
    Perception-Based Granularity Levels in Concept Representation. [Citation Graph (0, 0)][DBLP]
    ISMIS, 2000, pp:409-416 [Conf]
  59. Lorenza Saitta, Jean-Daniel Zucker
    Abstraction and Phase Transitions in Relational Learning. [Citation Graph (0, 0)][DBLP]
    SARA, 2000, pp:291-302 [Conf]
  60. Jean-Daniel Zucker, Nicolas Bredeche, Lorenza Saitta
    Abstracting Visual Percepts to Learn Concepts. [Citation Graph (0, 0)][DBLP]
    SARA, 2002, pp:256-273 [Conf]
  61. Filippo Neri, Lorenza Saitta
    Machine Learning for Information Extraction. [Citation Graph (0, 0)][DBLP]
    SCIE, 1997, pp:171-191 [Conf]
  62. Lorenza Saitta, Jean-Daniel Zucker
    A Model of Abstraction in Visual Perception. [Citation Graph (0, 0)][DBLP]
    Applied Artificial Intelligence, 2001, v:15, n:8, pp:761-776 [Journal]
  63. Lorenza Saitta
    Representation Change in Machine Learning. [Citation Graph (0, 0)][DBLP]
    AI Commun., 1996, v:9, n:1, pp:14-20 [Journal]
  64. Filippo Neri, Lorenza Saitta
    An Analysis of the ``Universal Suffrage'' Selection Operator. [Citation Graph (0, 0)][DBLP]
    Evolutionary Computation, 1996, v:4, n:1, pp:87-107 [Journal]
  65. Floriana Esposito, Attilio Giordana, Lorenza Saitta
    Machine Learning and Data Mining. [Citation Graph (0, 0)][DBLP]
    Intelligenza Artificiale, 2006, v:3, n:1-2, pp:63-71 [Journal]
  66. Attilio Giordana, Lorenza Saitta, Pietro Laface
    Discrimination of Words in a Large Vocabulary Using Phonetic Descriptions. [Citation Graph (0, 0)][DBLP]
    International Journal of Man-Machine Studies, 1986, v:24, n:5, pp:453-473 [Journal]
  67. Leonardo Lesmo, Lorenza Saitta, Pietro Torasso
    Evidence Combination in Expert Systems. [Citation Graph (0, 0)][DBLP]
    International Journal of Man-Machine Studies, 1985, v:22, n:3, pp:307-326 [Journal]
  68. Lorenza Saitta
    Experiments in Evidence Composition in a Speech Understanding System. [Citation Graph (0, 0)][DBLP]
    International Journal of Man-Machine Studies, 1983, v:19, n:1, pp:19-31 [Journal]
  69. Francesco Bergadano, Attilio Giordana, Lorenza Saitta
    Knowledge representation and use in pattern analysis. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 1989, v:47, n:1, pp:1-16 [Journal]
  70. Attilio Giordana, Lorenza Saitta
    An expert system oriented to complex pattern recognition problems. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 1985, v:36, n:1-2, pp:157-177 [Journal]
  71. Renato de Mori, Attilio Giordana, Pietro Laface, Lorenza Saitta
    An expert system for mapping acoustic cues into phonetic features. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 1984, v:33, n:1-2, pp:115-155 [Journal]
  72. Renato de Mori, Lorenza Saitta
    Automatic learning of fuzzy naming relations over finite languages. [Citation Graph (0, 0)][DBLP]
    Inf. Sci., 1980, v:21, n:2, pp:93-139 [Journal]
  73. Mariangiola Dezani-Ciancaglini, Simona Ronchi Della Rocca, Lorenza Saitta
    Complexity of lambda-term reductions. [Citation Graph (0, 0)][DBLP]
    ITA, 1979, v:13, n:3, pp:- [Journal]
  74. Cristina Baroglio, Attilio Giordana, Lorenza Saitta
    Learning Mutually Dependent Relations. [Citation Graph (0, 0)][DBLP]
    J. Intell. Inf. Syst., 1992, v:1, n:2, pp:159-176 [Journal]
  75. Marco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag
    Relational Learning as Search in a Critical Region. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2003, v:4, n:, pp:431-463 [Journal]
  76. Attilio Giordana, Lorenza Saitta
    Phase Transitions in Relational Learning. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2000, v:41, n:2, pp:217-251 [Journal]
  77. Floriana Esposito, Ryszard S. Michalski, Lorenza Saitta
    Guest Editors' Introduction. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2000, v:38, n:1-2, pp:5-7 [Journal]
  78. Lorenza Saitta, Marco Botta, Filippo Neri
    Multistrategy Learning and Theory Revision. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1993, v:11, n:, pp:153-172 [Journal]
  79. Lorenza Saitta, Filippo Neri
    Learning in the `` Real World''. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 1998, v:30, n:2-3, pp:133-163 [Journal]
  80. Francesco Bergadano, Attilio Giordana, Lorenza Saitta
    Automated Concept Acquisition in Noisy Environments. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 1988, v:10, n:4, pp:555-578 [Journal]
  81. Filippo Neri, Lorenza Saitta
    Exploring the Power of Genetic Search in Learning Symbolic Classifiers. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 1996, v:18, n:11, pp:1135-1141 [Journal]
  82. Lorenza Saitta, Francesco Bergadano
    Pattern Recognition and Valiant's Learning Framework. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 1993, v:15, n:2, pp:145-155 [Journal]
  83. Attilio Giordana, Lorenza Saitta, Francesco Bergadano, Filippo Brancadori, Davide De Marchi
    ENIGMA: A System That Learns Diagnostic Knowledge. [Citation Graph (0, 18)][DBLP]
    IEEE Trans. Knowl. Data Eng., 1993, v:5, n:1, pp:15-28 [Journal]
  84. Ugo Galassi, Attilio Giordana, Lorenza Saitta
    Structured Hidden Markov Model: A General Framework for Modeling Complex Sequences. [Citation Graph (0, 0)][DBLP]
    AI*IA, 2007, pp:290-301 [Conf]
  85. Lorenza Saitta, Pietro Torasso, Gianluca Torta
    Formalizing the Abstraction Process in Model-Based Diagnosis. [Citation Graph (0, 0)][DBLP]
    SARA, 2007, pp:314-328 [Conf]
  86. Lorenza Saitta, Jean-Daniel Zucker
    Abstraction and Complexity Measures. [Citation Graph (0, 0)][DBLP]
    SARA, 2007, pp:375-390 [Conf]

  87. Modeling Temporal Behavior via Structured Hidden Markov Models: an Application to Keystroking Dynamics. [Citation Graph (, )][DBLP]


  88. A Comparison between Two Statistical Relational Models. [Citation Graph (, )][DBLP]


  89. Image Databases Browsing by Unsupervised Learning. [Citation Graph (, )][DBLP]


  90. Statistical Characterization of a Computer Grid. [Citation Graph (, )][DBLP]


  91. Abstracting Complex Interaction Networks. [Citation Graph (, )][DBLP]


  92. Feature construction from synergic pairs to improve microarray-based classification. [Citation Graph (, )][DBLP]


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