Lorenza Saitta

124 papers A* 13A 6B 1C 20Misc 1Journal 34Unranked 37
YearRankTypeTitle / Venue / Authors
2018 J jnl
Piero Torasso's early contributions.
Intelligenza Artificiale
Lorenza Saitta
2017 — ch.
Grammatical Inference.
Encyclopedia of Machine Learning and Data Mining
Lorenza Saitta, Michèle Sebag
2017 — ch.
Phase Transitions in Machine Learning.
Encyclopedia of Machine Learning and Data Mining
Lorenza Saitta, Michèle Sebag
2014 J jnl
Classification: From expert to ensemble to crowd.
Intelligenza Artificiale
Lorenza Saitta
2013 — conf
A motion detection system for video surveillance.
AIIP/Semantic Cities@IJCAI
Andrea Moio, Lorenza Saitta, Attilio Giordana
2013 — conf
Abstraction in Markov Networks.
AI*IA
Lorenza Saitta
2013 — conf
Abstraction: A Historical and Interdisciplinary Perspective.
SARA
Lorenza Saitta
2013 J jnl
Italian Machine Learning and Data Mining research: The last years.
Intelligenza Artificiale
Nicola Di Mauro, Paolo Frasconi, Fabrizio Angiulli, Davide Bacciu, Marco de Gemmis, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Marco Gori, Francesca A. Lisi, Pasquale Lops, Donato Malerba, Alessio Micheli, Marcello Pelillo, Francesco Ricci, Fabrizio Riguzzi, Lorenza Saitta, Giovanni Semeraro
2011 — conf
Abstract Graphical Models for Approximate Inference.
IICAI
Lorenza Saitta
2011 — conf
Phase Transitions: A New Paradigm for Evaluating Complexity in Learning and other Complex Systems.
IICAI
Lorenza Saitta
2010 — conf
Abstracting Markov Networks.
Abstraction, Reformulation, and Approximation
Lorenza Saitta, Christel Vrain, Zhaohui Wu, Lu Jiang, Qinghua Zheng, Jun Liu
2010 — ch.
Grammatical Inference.
Encyclopedia of Machine Learning
Lorenza Saitta, Michèle Sebag
2010 — ch.
Introduction: The Challenge of Ubiquitous Knowledge Discovery.
Ubiquitous Knowledge Discovery
Michael May, Lorenza Saitta
2010 — ch.
Phase Transitions in Machine Learning.
Encyclopedia of Machine Learning
Lorenza Saitta, Michèle Sebag
2010 — ch.
Structured Hidden Markov Model versus String Kernel Machines for Symbolic Sequence Classification.
Advances in Machine Learning I
Ugo Galassi, Marco Botta, Lorenza Saitta
2010 — book
Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications
Ubiquitous Knowledge Discovery
Michael May, Lorenza Saitta
2009 — conf
Abstracting Complex Interaction Networks.
SARA
Lorenza Saitta, Corneliu Henegar, Jean-Daniel Zucker
2009 C conf
Statistical Characterization of a Computer Grid.
ISMIS
Lovro Ilijasic, Lorenza Saitta
2008 B conf
A Comparison between Two Statistical Relational Models.
ILP
Lorenza Saitta, Christel Vrain
2008 C conf
Image Databases Browsing by Unsupervised Learning.
ISMIS
Charbel Julien, Lorenza Saitta
2008 — ch.
Research Challenges in Ubiquitous Knowledge Discovery.
Next Generation of Data Mining
Michael May, Bettina Berendt, Antoine Cornuéjols, João Gama, Fosca Giannotti, Andreas Hotho, Donato Malerba, Ernestina Menasalvas, Katharina Morik, Rasmus Ulslev Pedersen, Lorenza Saitta, Yücel Saygin, Assaf Schuster, Koen Vanhoof
2008 — ch.
Structured Hidden Markov Models: A General Tool for Modeling Agent Behaviors.
Soft Computing Applications in Business
Ugo Galassi, Attilio Giordana, Lorenza Saitta
2007 — conf
Abstraction and Complexity Measures.
SARA
Lorenza Saitta, Jean-Daniel Zucker
2007 J jnl
Feature construction from synergic pairs to improve microarray-based classification.
Bioinform.
Blaise Hanczar, Jean-Daniel Zucker, Corneliu Henegar, Lorenza Saitta
2007 — conf
Formalizing the Abstraction Process in Model-Based Diagnosis.
SARA
Lorenza Saitta, Pietro Torasso, Gianluca Torta
2007 A* conf
Incremental Construction of Structured Hidden Markov Models.
IJCAI
Ugo Galassi, Attilio Giordana, Lorenza Saitta
2007 — conf
Modeling Temporal Behavior via Structured Hidden Markov Models: an Application to Keystroking Dynamics.
IICAI
Ugo Galassi, Attilio Giordana, Charbel Julien, Lorenza Saitta
2007 — conf
Structured Hidden Markov Model: A General Framework for Modeling Complex Sequences.
AI*IA
Ugo Galassi, Attilio Giordana, Lorenza Saitta
2006 C conf
Hypothesis Diversity in Ensemble Classification.
ISMIS
Lorenza Saitta
2006 J jnl
Machine Learning and Data Mining.
Intelligenza Artificiale
Floriana Esposito, Attilio Giordana, Lorenza Saitta
2005 — ed.
Abstraction, Reformulation and Approximation, 6th International Symposium, SARA 2005, Airth Castle, Scotland, UK, July 26-29, 2005, Proceedings
SARA
Jean-Daniel Zucker, Lorenza Saitta
2005 — conf
An Abstraction-based Machine Learning Approach to Cartographic Generalisation.
IICAI
Lorenza Saitta, Jean-Daniel Zucker, Sébastien Mustière
2005 — conf
Experimental Evaluation of Hierarchical Hidden Markov Models.
AI*IA
Attilio Giordana, Ugo Galassi, Lorenza Saitta
2005 A* conf
Experimental comparison between bagging and Monte Carlo ensemble classification.
ICML
Roberto Esposito, Lorenza Saitta
2005 A* conf
Learning Complex Event Descriptions by Abstraction.
IJCAI
Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta
2005 C conf
Learning Profiles Based on Hierarchical Hidden Markov Model.
ISMIS
Ugo Galassi, Attilio Giordana, Lorenza Saitta, Marco Botta
2004 A* conf
A Monte Carlo analysis of ensemble classification.
ICML
Roberto Esposito, Lorenza Saitta
2004 A ed.
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
Ramón López de Mántaras, Lorenza Saitta
2003 — conf
Explaining Bagging with Monte Carlo Theory.
AI*IA
Roberto Esposito, Lorenza Saitta
2003 A* conf
Monte Carlo Theory as an Explanation of Bagging and Boosting.
IJCAI
Roberto Esposito, Lorenza Saitta
2003 J jnl
Relational Learning as Search in a Critical Region.
J. Mach. Learn. Res.
Marco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag
2003 — conf
Transition de phase et apprentissage relationnel : une analyse critique.
EGC
Attilio Giordana, Lorenza Saitta
2002 — conf
Abstracting Visual Percepts to Learn Concepts.
SARA
Jean-Daniel Zucker, Nicolas Bredèche, Lorenza Saitta
2002 C conf
Is a Greedy Covering Strategy an Extreme Boosting?
ISMIS
Roberto Esposito, Lorenza Saitta
2001 J jnl
A Model of Abstraction in Visual Perception.
Appl. Artif. Intell.
Lorenza Saitta, Jean-Daniel Zucker
2001 — conf
Boosting as a Monte Carlo Algorithm.
AI*IA
Roberto Esposito, Lorenza Saitta
2001 — conf
Integrated Architectures for Machine Learning.
Machine Learning and Its Applications
Lorenza Saitta
2001 A* conf
Learning on the Phase Transition Edge.
IJCAI
Alessandro Serra, Attilio Giordana, Lorenza Saitta
2000 — conf
Abstraction and Phase Transitions in Relational Learning.
SARA
Lorenza Saitta, Jean-Daniel Zucker
2000 C conf
Abstraction in Cartographic Generalization.
ISMIS
Sébastien Mustière, Lorenza Saitta, Jean-Daniel Zucker
2000 A* conf
Analyzing Relational Learning in the Phase Transition Framework.
ICML
Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta
2000 C conf
Can Relational Learning Scale Up?
ISMIS
Attilio Giordana, Lorenza Saitta, Michèle Sebag, Marco Botta
2000 J jnl
Guest Editors' Introduction.
Mach. Learn.
Floriana Esposito, Ryszard S. Michalski, Lorenza Saitta
2000 C conf
Perception-Based Granularity Levels in Concept Representation.
ISMIS
Lorenza Saitta, Jean-Daniel Zucker
2000 J jnl
Phase Transitions in Relational Learning.
Mach. Learn.
Attilio Giordana, Lorenza Saitta
1999 A* conf
An Experimental Study of Phase Transitions in Matching.
IJCAI
Attilio Giordana, Marco Botta, Lorenza Saitta
1999 — conf
Cartographic Generalization as a Combination of Representing and Abstracting Knowledge.
ACM-GIS
Sébastien Mustière, Jean-Daniel Zucker, Lorenza Saitta
1999 C conf
On-Line Estimation of Matching Complexity in First Order Logic.
ISMIS
Attilio Giordana, Lorenza Saitta
1999 — conf
Relational Learning: Hard Problems and Phase Transitions.
AI*IA
Marco Botta, Attilio Giordana, Lorenza Saitta, Michèle Sebag
1998 A* conf
An Experimental Evaluation of Coevolutive Concept Learning.
ICML
Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta
1998 — conf
Coevolutionary, Distributed Search for Inducing Concept Description.
ECML
Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta
1998 J jnl
Learning in the " Real World".
Mach. Learn.
Lorenza Saitta, Filippo Neri
1997 C conf
A Coevolutionary Approach to Concept Learning.
ISMIS
Attilio Giordana, Lorenza Saitta, Giuseppe Lo Bello
1997 — conf
A Network Genetic Algorithm for Concept Learning.
ICGA
Cosimo Anglano, Attilio Giordana, Giuseppe Lo Bello, Lorenza Saitta
1997 J jnl
Integrating Multiple Learning Strategies in First Order Logics.
Mach. Learn.
Attilio Giordana, Filippo Neri, Lorenza Saitta, Marco Botta
1997 — conf
Machine Learning for Information Extraction.
SCIE
Filippo Neri, Lorenza Saitta
1997 — conf
Modelling Conceptual Change: An Interdisciplinary Approach.
AI*IA
Filippo Neri, Lorenza Saitta, Andrée Tiberghien
1997 C conf
World Model Construction in Children during Physics Learning.
ISMIS
Lorenza Saitta, Filippo Neri, Andrée Tiberghien
1996 C conf
A Fine-Grained Parallel Evolutionary Program for Concept Induction.
ISMIS
Attilio Giordana, Filippo Neri, Lorenza Saitta
1996 J jnl
An Analysis of the "Universal Suffrage" Selection Operator.
Evol. Comput.
Filippo Neri, Lorenza Saitta
1996 J jnl
Exploring the Power of Genetic Search in Learning Symbolic Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell.
Filippo Neri, Lorenza Saitta
1996 A* ed.
Machine Learning, Proceedings of the Thirteenth International Conference (ICML '96), Bari, Italy, July 3-6, 1996
ICML
Lorenza Saitta
1996 J jnl
Representation Change in Machine Learning.
AI Commun.
Lorenza Saitta
1995 — conf
Analysis of Genetic Algorithms Evolution under Pure Selection.
ICGA
Filippo Neri, Lorenza Saitta
1994 C conf
Formal Models of Selection in Genetic Algorithms.
ISMIS
Attilio Giordana, Filippo Neri, Lorenza Saitta
1994 — conf
Knowledge Representation in Machine Learning.
ECML
Filippo Neri, Lorenza Saitta
1994 A conf
Learning Disjunctive Concept Definitions Using a Genetic Algorithm.
ECAI
Attilio Giordana, Lorenza Saitta, Floriano Zini
1994 A* conf
Learning Disjunctive Concepts by Means of Genetic Algorithms.
ICML
Attilio Giordana, Lorenza Saitta, Floriano Zini
1994 — conf
Learning Disjunctive Concepts with Distributed Genetic Algorithms.
International Conference on Evolutionary Computation
Attilio Giordana, Lorenza Saitta, Floriano Zini
1993 J jnl
A semiautomated methodology for knowledge elicitation.
IEEE Trans. Syst. Man Cybern.
Claudie Faure, Simonetta Frediani, Lorenza Saitta
1993 J jnl
ENIGMA: A System That Learns Diagnostic Knowledge.
IEEE Trans. Knowl. Data Eng.
Attilio Giordana, Lorenza Saitta, Francesco Bergadano, Filippo Brancadori, Davide De Marchi
1993 — conf
Learning Relations Using Genetic Algorithms.
AI*IA
Attilio Giordana, Lorenza Saitta, M. E. Campidoglio, Giuseppe Lo Bello
1993 C conf
Learning Simple Recursive Theories.
ISMIS
Attilio Giordana, Lorenza Saitta, Cristina Baroglio
1993 J jnl
Multistrategy Learning and Theory Revision.
Mach. Learn.
Lorenza Saitta, Marco Botta, Filippo Neri
1993 J jnl
Pattern Recognition and Valiant's Learning Framework.
IEEE Trans. Pattern Anal. Mach. Intell.
Lorenza Saitta, Francesco Bergadano
1992 A conf
Comparison of Search Strategies in Learning Relations.
ECAI
Marco Botta, Attilio Giordana, Lorenza Saitta
1992 J jnl
Learning Mutually Dependent Relations.
J. Intell. Inf. Syst.
Cristina Baroglio, Attilio Giordana, Lorenza Saitta
1992 J jnl
Use of Causal Models and Abduction in Learning Diagnostic Knowledge.
Int. J. Man Mach. Stud.
Marco Botta, Lorenza Saitta
1991 — conf
Abstracting Background Knowledge for Concept Learning.
EWSL
Attilio Giordana, Davide Roverso, Lorenza Saitta
1991 — conf
Abstracting Concepts with Inverse Resolution.
ML
Attilio Giordana, Lorenza Saitta, Davide Roverso
1991 — conf
Extending Inverse Resolution to Build Up Abstractions.
AI*IA
Attilio Giordana, Lorenza Saitta, R. Finelli, M. Paderni, Davide Roverso
1991 — conf
Improving Learning Using Causality and Abduction.
ML
Marco Botta, S. Ravotto, Lorenza Saitta, S. B. Sperotto
1991 — ch.
Integrated Learning in a Real Domain.
Knowledge Discovery in Databases
Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Filippo Brancadori, Davide De Marchi
1991 C conf
Investigating the Relationships between Abduction and Inverse Resolution in Proposition Calculus.
ISMIS
Luca Console, Attilio Giordana, Lorenza Saitta
1991 — book
Machine learning - an integrated framework and its applications.
Francesco Bergadano, Attilio Giordana, Lorenza Saitta
1991 — conf
Panel: Causality and Learning.
EWSL
Lorenza Saitta
1991 J jnl
Rigel: An Inductive Learning System.
Mach. Learn.
Roberto Gemello, Franco Mana, Lorenza Saitta
1991 — conf
Use of a Causal Model to Learn Diagnostic Knowledge in a Real Domain.
AI*IA
Marco Botta, Filippo Brancadori, S. Ravotto, Lorenza Saitta, S. B. Sperotto
1990 A conf
Biasing Induction by Using a Domain Theory: An Experimental Evaluation.
ECAI
Francesco Bergadano, Attilio Giordana, Lorenza Saitta
1990 — conf
Integrated Learning in a real Domain.
ML
Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Davide De Marchi, Filippo Brancadori
1989 J jnl
Dealing with uncertain knowledge in medical decision-making: A case study in hepatology.
Artif. Intell. Medicine
Leonardo Lesmo, Lorenza Saitta, Pietro Torasso
1989 J jnl
Knowledge representation and use in pattern analysis.
Inf. Sci.
Francesco Bergadano, Attilio Giordana, Lorenza Saitta
1988 J jnl
Automated Concept Acquisition in Noisy Environments.
IEEE Trans. Pattern Anal. Mach. Intell.
Francesco Bergadano, Attilio Giordana, Lorenza Saitta
1988 A conf
Concept Acquisition in an Integrated EBL and SBL Environment.
ECAI
Francesco Bergadano, Attilio Giordana, Lorenza Saitta
1988 — conf
Improving Knowledge-Based System Performance by Experience.
EWSL
Marco Botta, Lorenza Saitta
1988 C ed.
Methodologies for Intelligent Systems, 3, Proceedings of the Third International Symposium on Methodologies for Intelligent Systems, Turin, Italy, October 12-15, 1988
ISMIS
Zbigniew W. Ras, Lorenza Saitta
1988 C ed.
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
Bernadette Bouchon-Meunier, Lorenza Saitta, Ronald R. Yager
1987 J jnl
A General Framework for Knowledge-Based Pattern Recognition.
Int. J. Pattern Recognit. Artif. Intell.
Francesco Bergadano, Lorenza Saitta
1987 C conf
Integrating EBL and SBL Approaches to Knowledge Base Refinement.
ISMIS
Francesco Bergadano, Attilio Giordana, Lorenza Saitta
1986 J jnl
Discrimination of Words in a Large Vocabulary Using Phonetic Descriptions.
Int. J. Man Mach. Stud.
Attilio Giordana, Lorenza Saitta, Pietro Laface
1986 C conf
Knowledge base organization in expert systems.
IPMU
Simonetta Frediani, Lorenza Saitta
1986 C conf
Knowledge base organization in expert systems.
ISMIS
Simonetta Frediani, Lorenza Saitta
1985 J jnl
A non-left-to-right, non-directional parser for ambiguous lattices.
Pattern Recognit. Lett.
Attilio Giordana, Lorenza Saitta
1985 J jnl
An expert system oriented to complex pattern recognition problems.
Inf. Sci.
Attilio Giordana, Lorenza Saitta
1985 J jnl
Evidence Combination in Expert Systems.
Int. J. Man Mach. Stud.
Leonardo Lesmo, Lorenza Saitta, Pietro Torasso
1985 J jnl
Modelling Production Systems by means of Predicate-Transitions Networks.
Inf. Sci.
Attilio Giordana, Lorenza Saitta
1984 J jnl
An expert system for mapping acoustic cues into phonetic features.
Inf. Sci.
Renato De Mori, Attilio Giordana, Pietro Laface, Lorenza Saitta
1983 J jnl
Experiments in Evidence Composition in a Speech Understanding System.
Int. J. Man Mach. Stud.
Lorenza Saitta
1982 A* conf
An Expert System for Interpreting Speech Patterns.
AAAI
Renato De Mori, Attilio Giordana, Lorenza Saitta, Pietro Laface
1982 A conf
An Expert System for Speech Decoding.
ECAI
Renato De Mori, Attilio Giordana, Pietro Laface, Lorenza Saitta
1980 J jnl
Automatic learning of fuzzy naming relations over finite languages.
Inf. Sci.
Renato De Mori, Lorenza Saitta
1979 J jnl
Complexity of lambda-term reductions.
RAIRO Theor. Informatics Appl.
Mariangiola Dezani-Ciancaglini, Simona Ronchi Della Rocca, Lorenza Saitta
1979 A* conf
Scheduling of Processes in a Speech Understanding System Based on Approximate Reasoning.
IJCAI
Renato De Mori, Lorenza Saitta
1978 Misc conf
Fuzzy semantic network for a speech understanding system - an experimental study.
ICASSP
Lorenza Saitta