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Lorenza Saitta Vis

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*2009
96EELovro Ilijasic, Lorenza Saitta: Statistical Characterization of a Computer Grid. ISMIS 2009: 523-532
2008
95EELorenza Saitta, Christel Vrain: A Comparison between Two Statistical Relational Models. ILP 2008: 244-260
94EECharbel Julien, Lorenza Saitta: Image Databases Browsing by Unsupervised Learning. ISMIS 2008: 389-398
93EEUgo Galassi, Attilio Giordana, Lorenza Saitta: Structured Hidden Markov Models: A General Tool for Modeling Agent Behaviors. Soft Computing Applications in Business 2008: 273-292
2007
92EEUgo Galassi, Attilio Giordana, Lorenza Saitta: Structured Hidden Markov Model: A General Framework for Modeling Complex Sequences. AI*IA 2007: 290-301
91 Ugo Galassi, Attilio Giordana, Charbel Julien, Lorenza Saitta: Modeling Temporal Behavior via Structured Hidden Markov Models: an Application to Keystroking Dynamics. IICAI 2007: 2140-2154
90EEUgo Galassi, Attilio Giordana, Lorenza Saitta: Incremental Construction of Structured Hidden Markov Models. IJCAI 2007: 798-803
89EELorenza Saitta, Pietro Torasso, Gianluca Torta: Formalizing the Abstraction Process in Model-Based Diagnosis. SARA 2007: 314-328
88EELorenza Saitta, Jean-Daniel Zucker: Abstraction and Complexity Measures. SARA 2007: 375-390
87EEBlaise Hanczar, Jean-Daniel Zucker, Corneliu Henegar, Lorenza Saitta: Feature construction from synergic pairs to improve microarray-based classification. Bioinformatics 23(21): 2866-2872 (2007)
2006
86EELorenza Saitta: Hypothesis Diversity in Ensemble Classification. ISMIS 2006: 662-670
85 Floriana Esposito, Attilio Giordana, Lorenza Saitta: Machine Learning and Data Mining. Intelligenza Artificiale 3(1-2): 63-71 (2006)
2005
84 Jean-Daniel Zucker, Lorenza Saitta: Abstraction, Reformulation and Approximation, 6th International Symposium, SARA 2005, Airth Castle, Scotland, UK, July 26-29, 2005, Proceedings Springer 2005
83EEAttilio Giordana, Ugo Galassi, Lorenza Saitta: Experimental Evaluation of Hierarchical Hidden Markov Models. AI*IA 2005: 249-257
82EERoberto Esposito, Lorenza Saitta: Experimental comparison between bagging and Monte Carlo ensemble classification. ICML 2005: 209-216
81 Lorenza Saitta, Jean-Daniel Zucker, Sébastien Mustière: An Abstraction-based Machine Learning Approach to Cartographic Generalisation. IICAI 2005: 621-638
80EEUgo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta: Learning Complex Event Descriptions by Abstraction. IJCAI 2005: 1600-1601
79EEUgo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta: Learning Profiles Based on Hierarchical Hidden Markov Model. ISMIS 2005: 47-55
2004
78 Ramon López de Mántaras, Lorenza Saitta: Proceedings of the 16th Eureopean Conference on Artificial Intelligence, ECAI'2004, including Prestigious Applicants of Intelligent Systems, PAIS 2004, Valencia, Spain, August 22-27, 2004 IOS Press 2004
77EERoberto Esposito, Lorenza Saitta: A Monte Carlo analysis of ensemble classification. ICML 2004
2003
76EERoberto Esposito, Lorenza Saitta: Explaining Bagging with Monte Carlo Theory. AI*IA 2003: 189-200
75 Attilio Giordana, Lorenza Saitta: Transition de phase et apprentissage relationnel : une analyse critique. EGC 2003: 25-30
74 Roberto Esposito, Lorenza Saitta: Monte Carlo Theory as an Explanation of Bagging and Boosting. IJCAI 2003: 499-504
73EEMarco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag: Relational Learning as Search in a Critical Region. Journal of Machine Learning Research 4: 431-463 (2003)
2002
72EERoberto Esposito, Lorenza Saitta: Is a Greedy Covering Strategy an Extreme Boosting? ISMIS 2002: 94-102
71EEJean-Daniel Zucker, Nicolas Bredeche, Lorenza Saitta: Abstracting Visual Percepts to Learn Concepts. SARA 2002: 256-273
2001
70EERoberto Esposito, Lorenza Saitta: Boosting as a Monte Carlo Algorithm. AI*IA 2001: 11-19
69 Alessandro Serra, Attilio Giordana, Lorenza Saitta: Learning on the Phase Transition Edge. IJCAI 2001: 921-926
68EELorenza Saitta: Integrated Architectures for Machine Learning. Machine Learning and Its Applications 2001: 218-229
67 Lorenza Saitta, Jean-Daniel Zucker: A Model of Abstraction in Visual Perception. Applied Artificial Intelligence 15(8): 761-776 (2001)
2000
66 Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta: Analyzing Relational Learning in the Phase Transition Framework. ICML 2000: 311-318
65EEAttilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta: Can Relational Learning Scale Up? ISMIS 2000: 31-39
64EELorenza Saitta, Jean-Daniel Zucker: Perception-Based Granularity Levels in Concept Representation. ISMIS 2000: 409-416
63EESébastien Mustière, Lorenza Saitta, Jean-Daniel Zucker: Abstraction in Cartographic Generalization. ISMIS 2000: 638-644
62EELorenza Saitta, Jean-Daniel Zucker: Abstraction and Phase Transitions in Relational Learning. SARA 2000: 291-302
61 Floriana Esposito, Ryszard S. Michalski, Lorenza Saitta: Guest Editors' Introduction. Machine Learning 38(1-2): 5-7 (2000)
60 Attilio Giordana, Lorenza Saitta: Phase Transitions in Relational Learning. Machine Learning 41(2): 217-251 (2000)
1999
59EESébastien Mustière, Jean-Daniel Zucker, Lorenza Saitta: Cartographic Generalization as a Combination of Representing and Abstracting Knowledge. ACM-GIS 1999: 162-164
58EEMarco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag: Relational Learning: Hard Problems and Phase Transitions. AI*IA 1999: 178-189
57 Attilio Giordana, Marco Botta, Lorenza Saitta: An Experimental Study of Phase Transitions in Matching. IJCAI 1999: 1198-1203
56EEAttilio Giordana, Lorenza Saitta: On-Line Estimation of Matching Complexity in First Order Logic. ISMIS 1999: 76-84
1998
55EECosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta: Coevolutionary, Distributed Search for Inducing Concept Description. ECML 1998: 322-333
54 Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta: An Experimental Evaluation of Coevolutive Concept Learning. ICML 1998: 19-27
53 Lorenza Saitta, Filippo Neri: Learning in the `` Real World''. Machine Learning 30(2-3): 133-163 (1998)
1997
52 Filippo Neri, Lorenza Saitta, Andrée Tiberghien: Modelling Conceptual Change: An Interdisciplinary Approach. AI*IA 1997: 1-12
51 Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta: A Network Genetic Algorithm for Concept Learning. ICGA 1997: 434-441
50EELorenza Saitta, Filippo Neri, Andrée Tiberghien: World Model Construction in Children during Physics Learning. ISMIS 1997: 127-136
49EEAttilio Giordana, Lorenza Saitta, Giuseppe Lo Bello: A Coevolutionary Approach to Concept Learning. ISMIS 1997: 257-266
48 Filippo Neri, Lorenza Saitta: Machine Learning for Information Extraction. SCIE 1997: 171-191
47 Attilio Giordana, Filippo Neri, Lorenza Saitta, Marco Botta: Integrating Multiple Learning Strategies in First Order Logics. Machine Learning 27(3): 209-240 (1997)
1996
46EEAttilio Giordana, Filippo Neri, Lorenza Saitta: A Fine-Grained Parallel Evolutionary Program for Concept Induction. ISMIS 1996: 168-177
45 Lorenza Saitta: Representation Change in Machine Learning. AI Commun. 9(1): 14-20 (1996)
44 Filippo Neri, Lorenza Saitta: An Analysis of the ``Universal Suffrage'' Selection Operator. Evolutionary Computation 4(1): 87-107 (1996)
43EEFilippo Neri, Lorenza Saitta: Exploring the Power of Genetic Search in Learning Symbolic Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 18(11): 1135-1141 (1996)
1995
42 Filippo Neri, Lorenza Saitta: Analysis of Genetic Algorithms Evolution under Pure Selection. ICGA 1995: 32-41
1994
41 Attilio Giordana, Lorenza Saitta, Floriano Zini: Learning Disjunctive Concept Definitions Using a Genetic Algorithm. ECAI 1994: 483-486
40EEFilippo Neri, Lorenza Saitta: Knowledge Representation in Machine Learning. ECML 1994: 20-27
39 Attilio Giordana, Lorenza Saitta, Floriano Zini: Learning Disjunctive Concepts by Means of Genetic Algorithms. ICML 1994: 96-104
38EEAttilio Giordana, Filippo Neri, Lorenza Saitta: Formal Models of Selection in Genetic Algorithms. ISMIS 1994: 124-133
37 Attilio Giordana, Lorenza Saitta, Floriano Zini: Learning Disjunctive Concepts with Distributed Genetic Algorithms. International Conference on Evolutionary Computation 1994: 115-119
1993
36 Attilio Giordana, Lorenza Saitta, M. E. Campidoglio, Giuseppe Lo Bello: Learning Relations Using Genetic Algorithms. AI*IA 1993: 218-229
35EEAttilio Giordana, Lorenza Saitta, Cristina Baroglio: Learning Simple Recursive Theories. ISMIS 1993: 425-434
34EEAttilio Giordana, Lorenza Saitta, Francesco Bergadano, Filippo Brancadori, Davide De Marchi: ENIGMA: A System That Learns Diagnostic Knowledge. IEEE Trans. Knowl. Data Eng. 5(1): 15-28 (1993)
33EELorenza Saitta, Francesco Bergadano: Pattern Recognition and Valiant's Learning Framework. IEEE Trans. Pattern Anal. Mach. Intell. 15(2): 145-155 (1993)
32 Lorenza Saitta, Marco Botta, Filippo Neri: Multistrategy Learning and Theory Revision. Machine Learning 11: 153-172 (1993)
1992
31 Marco Botta, Attilio Giordana, Lorenza Saitta: Comparison of Search Strategies in Learning Relations. ECAI 1992: 451-455
30 Marco Botta, Lorenza Saitta: Use of Causal Models and Abduction in Learning Diagnostic Knowledge. International Journal of Man-Machine Studies 36(2): 289-307 (1992)
29 Cristina Baroglio, Attilio Giordana, Lorenza Saitta: Learning Mutually Dependent Relations. J. Intell. Inf. Syst. 1(2): 159-176 (1992)
1991
28 Marco Botta, Filippo Brancadori, S. Ravotto, Lorenza Saitta, S. B. Sperotto: Use of a Causal Model to Learn Diagnostic Knowledge in a Real Domain. AI*IA 1991: 228-237
27 Attilio Giordana, Lorenza Saitta, R. Finelli, M. Paderni, Davide Roverso: Extending Inverse Resolution to Build Up Abstractions. AI*IA 1991: 238-247
26EEAttilio Giordana, Davide Roverso, Lorenza Saitta: Abstracting Background Knowledge for Concept Learning. EWSL 1991: 1-13
25 Lorenza Saitta: Panel: Causality and Learning. EWSL 1991: 345
24EELuca Console, Attilio Giordana, Lorenza Saitta: Investigating the Relationships between Abduction and Inverse Resolution in Proposition Calculus. ISMIS 1991: 316-325
23 Attilio Giordana, Lorenza Saitta, Davide Roverso: Abstracting Concepts with Inverse Resolution. ML 1991: 142-146
22 Marco Botta, S. Ravotto, Lorenza Saitta, S. B. Sperotto: Improving Learning Using Causality and Abduction. ML 1991: 480-484
21 Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Filippo Brancadori, Davide De Marchi: Integrated Learning in a Real Domain. Knowledge Discovery in Databases 1991: 277-288
20 Roberto Gemello, Franco Mana, Lorenza Saitta: Rigel: An Inductive Learning System. Machine Learning 6: 7-35 (1991)
1990
19 Francesco Bergadano, Attilio Giordana, Lorenza Saitta: Biasing Induction by Using a Domain Theory: An Experimental Evaluation. ECAI 1990: 84-89
18 Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Davide De Marchi, Filippo Brancadori: Integrated Learning in a real Domain. ML 1990: 322-329
1989
17EEFrancesco Bergadano, Attilio Giordana, Lorenza Saitta: Knowledge representation and use in pattern analysis. Inf. Sci. 47(1): 1-16 (1989)
1988
16 Bernadette Bouchon-Meunier, Lorenza Saitta, Ronald R. Yager: Uncertainty and Intelligent Systems, 2nd International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU '88, Urbino, Italy, July 4-7, 1988, Proceedings Springer 1988
15 Francesco Bergadano, Attilio Giordana, Lorenza Saitta: Concept Acquisition in an Integrated EBL and SBL Environment. ECAI 1988: 363-368
14 Marco Botta, Lorenza Saitta: Improving Knowledge-Based System Performance by Experience. EWSL 1988: 15-23
13EEFrancesco Bergadano, Attilio Giordana, Lorenza Saitta: Automated Concept Acquisition in Noisy Environments. IEEE Trans. Pattern Anal. Mach. Intell. 10(4): 555-578 (1988)
1987
12 Francesco Bergadano, Attilio Giordana, Lorenza Saitta: Integrating EBL and SBL Approaches to Knowledge Base Refinement. ISMIS 1987: 309-316
1986
11 Simonetta Frediani, Lorenza Saitta: Knowledge base organization in expert systems. IPMU 1986: 217-224
10 Attilio Giordana, Lorenza Saitta, Pietro Laface: Discrimination of Words in a Large Vocabulary Using Phonetic Descriptions. International Journal of Man-Machine Studies 24(5): 453-473 (1986)
1985
9EEAttilio Giordana, Lorenza Saitta: Modelling Production Systems by means of Predicate-Transitions Networks. Inf. Sci. 35(1): 1-41 (1985)
8EEAttilio Giordana, Lorenza Saitta: An expert system oriented to complex pattern recognition problems. Inf. Sci. 36(1-2): 157-177 (1985)
7 Leonardo Lesmo, Lorenza Saitta, Pietro Torasso: Evidence Combination in Expert Systems. International Journal of Man-Machine Studies 22(3): 307-326 (1985)
1984
6EERenato de Mori, Attilio Giordana, Pietro Laface, Lorenza Saitta: An expert system for mapping acoustic cues into phonetic features. Inf. Sci. 33(1-2): 115-155 (1984)
1983
5 Lorenza Saitta: Experiments in Evidence Composition in a Speech Understanding System. International Journal of Man-Machine Studies 19(1): 19-31 (1983)
1982
4 Renato de Mori, Attilio Giordana, Lorenza Saitta, Pietro Laface: An Expert System for Interpreting Speech Patterns. AAAI 1982: 107-110
3 Renato de Mori, Attilio Giordana, Pietro Laface, Lorenza Saitta: An Expert System for Speech Decoding. ECAI 1982: 127-132
1980
2EERenato de Mori, Lorenza Saitta: Automatic learning of fuzzy naming relations over finite languages. Inf. Sci. 21(2): 93-139 (1980)
1979
1 Mariangiola Dezani-Ciancaglini, Simona Ronchi Della Rocca, Lorenza Saitta: Complexity of lambda-term reductions. ITA 13(3): (1979)

Coauthor Index

1Cosimo Anglano [51] [54] [55]
2Cristina Baroglio [29] [35]
3Giuseppe Lo Bello [36] [49] [51] [54] [55]
4Francesco Bergadano [12] [13] [15] [17] [18] [19] [21] [33] [34]
5Marco Botta [14] [22] [28] [30] [31] [32] [47] [57] [58] [65] [66] [73] [79] [80]
6Bernadette Bouchon-Meunier (Bernadette Bouchon) [16]
7Filippo Brancadori [18] [21] [28] [34]
8Nicolas Bredeche [71]
9M. E. Campidoglio [36]
10Luca Console [24]
11Mariangiola Dezani-Ciancaglini [1]
12Floriana Esposito [61] [85]
13Roberto Esposito [70] [72] [74] [76] [77] [82]
14R. Finelli [27]
15Simonetta Frediani [11]
16Ugo Galassi [79] [80] [83] [90] [91] [92] [93]
17Roberto Gemello [20]
18Attilio Giordana [3] [4] [6] [8] [9] [10] [12] [13] [15] [17] [18] [19] [21] [23] [24] [26] [27] [29] [31] [34] [35] [36] [37] [38] [39] [41] [46] [47] [49] [51] [54] [55] [56] [57] [58] [60] [65] [66] [69] [73] [75] [79] [80] [83] [85] [90] [91] [92] [93]
19Blaise Hanczar [87]
20Corneliu Henegar [87]
21Lovro Ilijasic [96]
22Charbel Julien [91] [94]
23Pietro Laface [3] [4] [6] [10]
24Leonardo Lesmo [7]
25Franco Mana [20]
26Ramon López de Mántaras [78]
27Davide De Marchi [18] [21] [34]
28Ryszard S. Michalski [61]
29Renato de Mori [2] [3] [4] [6]
30Sébastien Mustière [59] [63] [81]
31Filippo Neri [32] [38] [40] [42] [43] [44] [46] [47] [48] [50] [52] [53]
32M. Paderni [27]
33S. Ravotto [22] [28]
34Simona Ronchi Della Rocca [1]
35Davide Roverso [23] [26] [27]
36Michèle Sebag [58] [65] [66] [73]
37Alessandro Serra [69]
38S. B. Sperotto [22] [28]
39Andrée Tiberghien [50] [52]
40Pietro Torasso [7] [89]
41Gianluca Torta [89]
42Christel Vrain [95]
43Ronald R. Yager [16]
44Floriano Zini [37] [39] [41]
45Jean-Daniel Zucker [59] [62] [63] [64] [67] [71] [81] [84] [87] [88]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)