Abstraction in Artificial Intelligence L Saitta, JD Zucker, L Saitta, JD Zucker Abstraction in Artificial Intelligence and Complex Systems, 49-63, 2013 | 159 | 2013 |
Modeling production rules by means of predicate transition networks A Giordana, L Saitta Information Sciences 35 (1), 1-41, 1985 | 128 | 1985 |
Automated concept acquisition in noisy environments F Bergadano, A Giordana, L Saitta IEEE Transactions on Pattern Analysis and Machine Intelligence 10 (4), 555-578, 1988 | 118 | 1988 |
Learning disjunctive concepts by means of genetic algorithms A Giordana, L Saitta, F Zini Machine Learning Proceedings 1994, 96-104, 1994 | 95 | 1994 |
Evidence combination in expert systems L Lesmo, L Saitta, P Torasso International Journal of Man-Machine Studies 22 (3), 307-326, 1985 | 90 | 1985 |
An Experimental Evaluation of Coevolutive Concept Learning. C Anglano, A Giordana, GL Bello, L Saitta ICML 98, 19-27, 1998 | 81 | 1998 |
Learning in the “real world” L Saitta, F Neri Machine learning 30, 133-163, 1998 | 81 | 1998 |
Exploring the power of genetic search in learning symbolic classifiers F Neri, L Saitta IEEE Transactions on Pattern Analysis and Machine Intelligence 18 (11), 1135 …, 1996 | 77 | 1996 |
Particle swarm optimization T Zeugmann, P Poupart, J Kennedy, X Jin, J Han, L Saitta, M Sebag, ... Encyclopedia of machine learning 1 (1), 760-766, 2011 | 72 | 2011 |
Phase transitions in relational learning A Giordana, L Saitta Machine Learning 41, 217-251, 2000 | 69 | 2000 |
Relational learning as search in a critical region M Botta, A Giordana, L Saitta, M Sebag The Journal of Machine Learning Research 4, 431-463, 2003 | 63 | 2003 |
Regal: An integrated system for learning relations using genetic algorithms A Giordana, L Saitta Proceedings of the Second International Workshop on Multi-strategy Learning …, 1993 | 60 | 1993 |
Semantic abstraction for concept representation and learning L Saitta, JD Zucker Proceedings of the symposium on abstraction, reformulation and approximation …, 1998 | 56 | 1998 |
Learning of fuzzy production rules for medical diagnosis L Lesmo, L Saitta, P Torasso Readings in Fuzzy Sets for Intelligent Systems, 901-912, 1993 | 55 | 1993 |
A model of abstraction in visual perception L Saitta, JD Zucker Applied Artificial Intelligence 15 (8), 761-776, 2001 | 53 | 2001 |
Multistrategy learning and theory revision L Saitta, M Botta, F Neri Machine learning 11, 153-172, 1993 | 53 | 1993 |
A Network Genetic Algorithm for Concept Learning. C Anglano, A Giordana, GL Bello, L Saitta ICGA, 434-441, 1997 | 44 | 1997 |
Machine learning: An integrated framework and its applications F Bergadano, A Giordana, L Saitta Ellis Horwood, 1991 | 43 | 1991 |
Abstraction: a general framework for learning A Giordana, L Saitta Working notes of the AAAI Workshop on Automated Generation of Approximations …, 1990 | 42 | 1990 |
Fuzzy production rules: a learning methodology L Lesmo, L Saitta, P Torasso Advances in Fuzzy Sets, Possibility Theory, and Applications, 181-198, 1983 | 41 | 1983 |