| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Lorenza Saitta |
Phase Transitions: A New Paradigm for Evaluating Complexity in Learning and other Complex Systems.  |
IICAI  |
2011 |
DBLP BibTeX RDF |
|
| 1 | Lorenza Saitta, Michèle Sebag |
Phase Transitions in Machine Learning. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenza Saitta, Michèle Sebag |
Grammatical Inference. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ugo Galassi, Marco Botta, Lorenza Saitta |
Structured Hidden Markov Model versus String Kernel Machines for Symbolic Sequence Classification. |
Advances in Machine Learning I |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenza Saitta, Christel Vrain, Zhaohui Wu, Lu Jiang, Qinghua Zheng, Jun Liu |
Abstracting Markov Networks. |
Abstraction, Reformulation, and Approximation |
2010 |
DBLP BibTeX RDF |
|
| 1 | Lovro Ilijasic, Lorenza Saitta |
Statistical Characterization of a Computer Grid. |
ISMIS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenza Saitta, Corneliu Henegar, Jean-Daniel Zucker |
Abstracting Complex Interaction Networks. |
SARA |
2009 |
DBLP BibTeX RDF |
|
| 1 | Ugo Galassi, Attilio Giordana, Lorenza Saitta |
Structured Hidden Markov Models: A General Tool for Modeling Agent Behaviors. |
Soft Computing Applications in Business |
2008 |
DBLP DOI BibTeX RDF |
Hidden Markov Model, User authentication, Keystroking dynamics |
| 1 | Charbel Julien, Lorenza Saitta |
Image Databases Browsing by Unsupervised Learning. |
ISMIS |
2008 |
DBLP DOI BibTeX RDF |
Image database Browsing, Clustering, unsupervised learning, signatures, Image features |
| 1 | Lorenza Saitta, Christel Vrain |
A Comparison between Two Statistical Relational Models. |
ILP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Blaise Hanczar, Jean-Daniel Zucker, Corneliu Henegar, Lorenza Saitta |
Feature construction from synergic pairs to improve microarray-based classification. |
Bioinformatics |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ugo Galassi, Attilio Giordana, Lorenza Saitta |
Incremental Construction of Structured Hidden Markov Models. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Ugo Galassi, Attilio Giordana, Charbel Julien, Lorenza Saitta |
Modeling Temporal Behavior via Structured Hidden Markov Models: an Application to Keystroking Dynamics. |
IICAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Lorenza Saitta, Pietro Torasso, Gianluca Torta |
Formalizing the Abstraction Process in Model-Based Diagnosis. |
SARA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenza Saitta, Jean-Daniel Zucker |
Abstraction and Complexity Measures. |
SARA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Ugo Galassi, Attilio Giordana, Lorenza Saitta |
Structured Hidden Markov Model: A General Framework for Modeling Complex Sequences. |
AI*IA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Floriana Esposito, Attilio Giordana, Lorenza Saitta |
Machine Learning and Data Mining. |
Intelligenza Artificiale |
2006 |
DBLP BibTeX RDF |
|
| 1 | Lorenza Saitta |
Hypothesis Diversity in Ensemble Classification. |
ISMIS |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta |
Learning Complex Event Descriptions by Abstraction. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Lorenza Saitta, Jean-Daniel Zucker, Sébastien Mustière |
An Abstraction-based Machine Learning Approach to Cartographic Generalisation. |
IICAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta |
Learning Profiles Based on Hierarchical Hidden Markov Model. |
ISMIS |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jean-Daniel Zucker, Lorenza Saitta (eds.) |
Abstraction, Reformulation and Approximation, 6th International Symposium, SARA 2005, Airth Castle, Scotland, UK, July 26-29, 2005, Proceedings |
SARA |
2005 |
DBLP BibTeX RDF |
|
| 1 | Attilio Giordana, Ugo Galassi, Lorenza Saitta |
Experimental Evaluation of Hierarchical Hidden Markov Models. |
AI*IA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Roberto Esposito, Lorenza Saitta |
Experimental comparison between bagging and Monte Carlo ensemble classification. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Ramon López de Mántaras, Lorenza Saitta (eds.) |
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 |
ECAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Roberto Esposito, Lorenza Saitta |
A Monte Carlo analysis of ensemble classification. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag |
Relational Learning as Search in a Critical Region. |
Journal of Machine Learning Research |
2003 |
DBLP BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta |
Transition de phase et apprentissage relationnel : une analyse critique. |
EGC |
2003 |
DBLP BibTeX RDF |
|
| 1 | Roberto Esposito, Lorenza Saitta |
Monte Carlo Theory as an Explanation of Bagging and Boosting. |
IJCAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Roberto Esposito, Lorenza Saitta |
Explaining Bagging with Monte Carlo Theory. |
AI*IA |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Roberto Esposito, Lorenza Saitta |
Is a Greedy Covering Strategy an Extreme Boosting? |
ISMIS |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Jean-Daniel Zucker, Nicolas Bredeche, Lorenza Saitta |
Abstracting Visual Percepts to Learn Concepts. |
SARA |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenza Saitta, Jean-Daniel Zucker |
A Model of Abstraction in Visual Perception. |
Applied Artificial Intelligence |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Alessandro Serra, Attilio Giordana, Lorenza Saitta |
Learning on the Phase Transition Edge. |
IJCAI |
2001 |
DBLP BibTeX RDF |
|
| 1 | Roberto Esposito, Lorenza Saitta |
Boosting as a Monte Carlo Algorithm. |
AI*IA |
2001 |
DBLP BibTeX RDF |
|
| 1 | Lorenza Saitta |
Integrated Architectures for Machine Learning. |
Machine Learning and Its Applications |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta |
Phase Transitions in Relational Learning. |
Machine Learning |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Floriana Esposito, Ryszard S. Michalski, Lorenza Saitta |
Guest Editors' Introduction. |
Machine Learning |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta |
Can Relational Learning Scale Up? |
ISMIS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Sébastien Mustière, Lorenza Saitta, Jean-Daniel Zucker |
Abstraction in Cartographic Generalization. |
ISMIS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Lorenza Saitta, Jean-Daniel Zucker |
Perception-Based Granularity Levels in Concept Representation. |
ISMIS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Lorenza Saitta, Jean-Daniel Zucker |
Abstraction and Phase Transitions in Relational Learning. |
SARA |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta |
Analyzing Relational Learning in the Phase Transition Framework. |
ICML |
2000 |
DBLP BibTeX RDF |
|
| 1 | Attilio Giordana, Marco Botta, Lorenza Saitta |
An Experimental Study of Phase Transitions in Matching. |
IJCAI |
1999 |
DBLP BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta |
On-Line Estimation of Matching Complexity in First Order Logic. |
ISMIS |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag |
Relational Learning: Hard Problems and Phase Transitions. |
AI*IA |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Sébastien Mustière, Jean-Daniel Zucker, Lorenza Saitta |
Cartographic Generalization as a Combination of Representing and Abstracting Knowledge. |
ACM-GIS |
1999 |
DBLP DOI BibTeX RDF |
abstraction, representation, cartographic generalization |
| 1 | Lorenza Saitta, Filippo Neri |
Learning in the " Real World". |
Machine Learning |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta |
Coevolutionary, Distributed Search for Inducing Concept Description. |
ECML |
1998 |
DBLP DOI BibTeX RDF |
Coevolution, Concept Learning, Parallel Genetic Algorithms |
| 1 | Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta |
An Experimental Evaluation of Coevolutive Concept Learning. |
ICML |
1998 |
DBLP BibTeX RDF |
|
| 1 | Attilio Giordana, Filippo Neri, Lorenza Saitta, Marco Botta |
Integrating Multiple Learning Strategies in First Order Logics. |
Machine Learning |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta |
A Network Genetic Algorithm for Concept Learning. |
ICGA |
1997 |
DBLP BibTeX RDF |
|
| 1 | Lorenza Saitta, Filippo Neri, Andrée Tiberghien |
World Model Construction in Children during Physics Learning. |
ISMIS |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, Giuseppe Lo Bello |
A Coevolutionary Approach to Concept Learning. |
ISMIS |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Filippo Neri, Lorenza Saitta, Andrée Tiberghien |
Modelling Conceptual Change: An Interdisciplinary Approach. |
AI*IA |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Filippo Neri, Lorenza Saitta |
Machine Learning for Information Extraction. |
SCIE |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Filippo Neri, Lorenza Saitta |
Exploring the Power of Genetic Search in Learning Symbolic Classifiers. |
IEEE Trans. Pattern Anal. Mach. Intell. |
1996 |
DBLP DOI BibTeX RDF |
disjunctive concept learning, universal suffrage selection, mushroom dataset, splice junctions dataset, Genetic algorithms, machine learning, classification rules, distributed genetic algorithms, empirical comparison |
| 1 | Lorenza Saitta |
Representation Change in Machine Learning. |
AI Commun. |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Filippo Neri, Lorenza Saitta |
An Analysis of the ``Universal Suffrage'' Selection Operator. |
Evolutionary Computation |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Filippo Neri, Lorenza Saitta |
A Fine-Grained Parallel Evolutionary Program for Concept Induction. |
ISMIS |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenza Saitta (eds.) |
Machine Learning, Proceedings of the Thirteenth International Conference (ICML '96), Bari, Italy, July 3-6, 1996 |
ICML |
1996 |
DBLP BibTeX RDF |
|
| 1 | Filippo Neri, Lorenza Saitta |
Analysis of Genetic Algorithms Evolution under Pure Selection. |
ICGA |
1995 |
DBLP BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, Floriano Zini |
Learning Disjunctive Concept Definitions Using a Genetic Algorithm. |
ECAI |
1994 |
DBLP BibTeX RDF |
|
| 1 | Attilio Giordana, Filippo Neri, Lorenza Saitta |
Formal Models of Selection in Genetic Algorithms. |
ISMIS |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, Floriano Zini |
Learning Disjunctive Concepts with Distributed Genetic Algorithms. |
International Conference on Evolutionary Computation |
1994 |
DBLP BibTeX RDF |
|
| 1 | Filippo Neri, Lorenza Saitta |
Knowledge Representation in Machine Learning. |
ECML |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, Floriano Zini |
Learning Disjunctive Concepts by Means of Genetic Algorithms. |
ICML |
1994 |
DBLP BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, Francesco Bergadano, Filippo Brancadori, Davide De Marchi |
ENIGMA: A System That Learns Diagnostic Knowledge. |
IEEE Trans. Knowl. Data Eng. |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Lorenza Saitta, Francesco Bergadano |
Pattern Recognition and Valiant's Learning Framework. |
IEEE Trans. Pattern Anal. Mach. Intell. |
1993 |
DBLP DOI BibTeX RDF |
Valiant's learning framework, computational learning approach, concept descriptions, growth function, pattern recognition, pattern recognition, learning (artificial intelligence), probability, probability, Boolean functions, Boolean formulas, training sample |
| 1 | Lorenza Saitta, Marco Botta, Filippo Neri |
Multistrategy Learning and Theory Revision. |
Machine Learning |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, Cristina Baroglio |
Learning Simple Recursive Theories. |
ISMIS |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, M. E. Campidoglio, Giuseppe Lo Bello |
Learning Relations Using Genetic Algorithms. |
AI*IA |
1993 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Botta, Lorenza Saitta |
Use of Causal Models and Abduction in Learning Diagnostic Knowledge. |
International Journal of Man-Machine Studies |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Cristina Baroglio, Attilio Giordana, Lorenza Saitta |
Learning Mutually Dependent Relations. |
J. Intell. Inf. Syst. |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Botta, Attilio Giordana, Lorenza Saitta |
Comparison of Search Strategies in Learning Relations. |
ECAI |
1992 |
DBLP BibTeX RDF |
|
| 1 | Roberto Gemello, Franco Mana, Lorenza Saitta |
Rigel: An Inductive Learning System. |
Machine Learning |
1991 |
DBLP DOI BibTeX RDF |
|
| 1 | Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Filippo Brancadori, Davide De Marchi |
Integrated Learning in a Real Domain. |
Knowledge Discovery in Databases |
1991 |
DBLP BibTeX RDF |
|
| 1 | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
Machine learning - an integrated framework and its applications. |
|
1991 |
RDF |
|
| 1 | Luca Console, Attilio Giordana, Lorenza Saitta |
Investigating the Relationships between Abduction and Inverse Resolution in Proposition Calculus. |
ISMIS |
1991 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Davide Roverso, Lorenza Saitta |
Abstracting Background Knowledge for Concept Learning. |
EWSL |
1991 |
DBLP DOI BibTeX RDF |
Abstraction, concept learning, explanation based learning |
| 1 | Lorenza Saitta |
Panel: Causality and Learning. |
EWSL |
1991 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, R. Finelli, M. Paderni, Davide Roverso |
Extending Inverse Resolution to Build Up Abstractions. |
AI*IA |
1991 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, Davide Roverso |
Abstracting Concepts with Inverse Resolution. |
ML |
1991 |
DBLP BibTeX RDF |
|
| 1 | Marco Botta, S. Ravotto, Lorenza Saitta, S. B. Sperotto |
Improving Learning Using Causality and Abduction. |
ML |
1991 |
DBLP BibTeX RDF |
|
| 1 | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
Biasing Induction by Using a Domain Theory: An Experimental Evaluation. |
ECAI |
1990 |
DBLP BibTeX RDF |
|
| 1 | Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Davide De Marchi, Filippo Brancadori |
Integrated Learning in a real Domain. |
ML |
1990 |
DBLP BibTeX RDF |
|
| 1 | Leonardo Lesmo, Lorenza Saitta, Pietro Torasso |
Dealing with uncertain knowledge in medical decision-making: A case study in hepatology. |
Artificial Intelligence in Medicine |
1989 |
DBLP DOI BibTeX RDF |
|
| 1 | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
Knowledge representation and use in pattern analysis. |
Inf. Sci. |
1989 |
DBLP DOI BibTeX RDF |
|
| 1 | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
Automated Concept Acquisition in Noisy Environments. |
IEEE Trans. Pattern Anal. Mach. Intell. |
1988 |
DBLP DOI BibTeX RDF |
automated concept acquisition, learning methodology, discriminant descriptions, clusters, machine learning, pattern recognition, computational complexity, computational complexity, artificial intelligence, artificial intelligence, speech recognition, speech recognition, knowledge acquisition, knowledge engineering, knowledge engineering, learning systems, formal logic, graph structure, noisy environments |
| 1 | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
Concept Acquisition in an Integrated EBL and SBL Environment. |
ECAI |
1988 |
DBLP BibTeX RDF |
|
| 1 | Marco Botta, Lorenza Saitta |
Improving Knowledge-Based System Performance by Experience. |
EWSL |
1988 |
DBLP BibTeX RDF |
|
| 1 | Bernadette Bouchon-Meunier, Lorenza Saitta, Ronald R. Yager (eds.) |
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 |
IPMU |
1988 |
DBLP BibTeX RDF |
|
| 1 | Francesco Bergadano, Attilio Giordana, Lorenza Saitta |
Integrating EBL and SBL Approaches to Knowledge Base Refinement. |
ISMIS |
1987 |
DBLP BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta, Pietro Laface |
Discrimination of Words in a Large Vocabulary Using Phonetic Descriptions. |
International Journal of Man-Machine Studies |
1986 |
DBLP DOI BibTeX RDF |
|
| 1 | Simonetta Frediani, Lorenza Saitta |
Knowledge base organization in expert systems. |
IPMU |
1986 |
DBLP DOI BibTeX RDF |
|
| 1 | Leonardo Lesmo, Lorenza Saitta, Pietro Torasso |
Evidence Combination in Expert Systems. |
International Journal of Man-Machine Studies |
1985 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta |
An expert system oriented to complex pattern recognition problems. |
Inf. Sci. |
1985 |
DBLP DOI BibTeX RDF |
|
| 1 | Attilio Giordana, Lorenza Saitta |
Modelling Production Systems by means of Predicate-Transitions Networks. |
Inf. Sci. |
1985 |
DBLP DOI BibTeX RDF |
|
| 1 | Renato de Mori, Attilio Giordana, Pietro Laface, Lorenza Saitta |
An expert system for mapping acoustic cues into phonetic features. |
Inf. Sci. |
1984 |
DBLP DOI BibTeX RDF |
|
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