Marco Botta (articles)
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of the paper (if available):
- M. Botta, L. Saitta (1988) "Improving Knowledge Based System Performances by Experience",
Proc. of the 3rd European Working Session on Learning, Pitman Publishing, London,
pp.15-23.
- M. Botta (1988) "Constructive Learning in Conjunctive Concept Characterization", Methodologies for Intelligent Systems,
Vol. 3, Z. Ras and L. Saitta (Eds), North Holland, New York, pp. 293-302.
- M. Botta, A. Giordana, L. Saitta (1989) "Knowledge Base Refinement Using a
Domain Theory", Methodologies for Intelligent Systems, Vol. 4, Z. Ras (Ed.),
North Holland, New York, pp. 158-165.
- M. Botta, A. Giordana (1989) "Handling the
Extensional Representation of Fuzzy Logic Formulas", Proc. 3rd IFSA, (Seattle, WA,
1989) pp. 817-821.
- M. Botta, D. De Marchi, A. Giordana, S. Radicchi, L. Saitta (1989) "Knowledge Base Refinement Using a Domain Theory", Atti Primo
Congresso AI*IA, (Trento, Italy, 1989), pp. 127-132.
- M. Botta, A. Giordana, L. Saitta (1990) "Knowledge Refinement in Diagnostic Expert Systems", in Intelligent Systems: State of the Art and
Future Directions, Z. Ras and M. Zemankova (Eds.), Ellis Horwood, England, pp. 337-
356.
- M. Botta, S. Ravotto, L. Saitta, S. B. Sperotto (1991)
"Improving Learning Using Causality and Abduction",
Proc. of the Eight International Machine Learning Conference, (Evanston, MI, 1991), pp.
480-484.
- M. Botta, A. Giordana (1991) "Learning
Quantitative Features in a Symbolic Environment", Methodologies for Intelligent Systems,
LNAI 542, pp. 296-305.
- M. Botta, F. Brancadori, S. Ravotto, L. Saitta, S. B.
Sperotto (1991) "Use of Causal Model to Learn Diagnostic
Knowledge in a Real Domain", Proc. of the 2nd Congress of AI*IA, LNAI 549,
(Palermo, Italy, 1991), pp. 228-237.
- M. Botta, S. Ravotto, L. Saitta, S. B. Sperotto (1991)
Improving Learning By Using Deep Models", Proc. of the first International Workshop on
MultiStrategy Learning, (Harpers Ferry, WV, 1991), pp. 131-143.
- M. Botta, A. Giordana, L. Saitta (1991) "Automated
Knowledge Acquisition in Expert Systems", Int. Journal of Expert Systems, Vol. 4, No.
4, special Issue on Machine Learning, L. Saitta (Ed.), pp. 389-400.
- M. Botta, S. Ravotto, L. Saitta (1992) "Use of Causal Models and Abduction in Learning Diagnostic
Knowledge", Int. Journal of Man-Machine Studies, 36, pp. 289-307.
- M. Botta, A. Giordana, L. Saitta (1992) "Learning in Uncertain Environments", in An Introduction to Fuzzy
Logic Applications in Intelligent Systems, R. Yager and L. Zadeh (Eds), Kluwer Academic
Press, New York.
- M. Botta, C. Baroglio, A. Giordana (1992) "Learning
behavioural knowledge in robotic domains", Proc. of the IROS 92.
- M. Botta, A. Giordana, L. Saitta (1992) "Comparison of Search Strategies in Learning Relations", Proc. of the
ECAI-92, (Vienna, Austria, 1992), pp. 451-455.
- C. Baroglio, M. Botta, A. Giordana (1993) "Learning Relations: An
Evaluation of Search Strategies", Fundamenta Informaticae, 18, No. 2,3,4,
pp. 221-232.
- M. Botta, A. Giordana, L. Saitta (1993) "Learning Fuzzy Concept Definitions", Proc. of the IEEE International Conference on
Fuzzy Systems, (San Francisco, CA, 1993), pp. 18-22.
- M. Botta, A. Giordana (1993) "Smart+: A
MultiStrategy Learning Tool", Proc.
of the IJCAI-93, (Chambery, France, 1993), pp. 937-943
- L. Saitta, M. Botta, F. Neri (1993) "Multi-Strategy Learning and Theory Revision",Machine Learning
Journal, 11, pp. 153-172.
- C. Baroglio, M. Botta, and L. Saitta (1994) "WHY: a system that learns using causal models and examples", in
Machine Learning: an Artificial Intelligence Approach (vol IV), Y. Kodratoff R. Michalski
(Ed), Morgan Kaufmann, pp. 319-347.
- M. Botta (1994) "Learning First Order Theories", Proc. of the Eight ISMIS, LNAI-869,
(Charlotte, NC, 1994), pp. 356-365.
- C. Baroglio, M. Botta (1995)
"Multiple Predicate Learning with RTL", LNAI-992, pp. 44-55.
- M. Botta, G. Lo Bello, R. Piola (1995) "Monitoring Machine Behaviors Using Fuzzy Controllers", Proc. of the 4th European workshop on Learning Robots, (Karlsruhe, Germany, 1995).
- M. Botta, A. Giordana (1996) "Combining Symbolic and Numeric Methods for Learning to Predict Temporal Series", Proc. of the 3rd International Workshop on Multistrategy Learning, (Harpers Ferry, WV, 1996) , pp. 125-134.
- M. Botta (1996) "Integrazione di tecniche di apprendimento simboliche e sub-simboliche per l'approssimazione di funzioni", Computazione Evolutiva, 1, No. 2.
- F. Neri, M. Botta (1996) "Searching Hypothesis Spaces by Using Distributed Genetic Algorithms", AI*IA Notizie, Anno IX, No. 2.
- A. Giordana, F. Neri, L. Saitta, M. Botta (1997) "Integrating Multiple Learning Strategies in First Order Logics", Machine Learning Journal, 27, 209-240.
- M. Botta, A Giordana, R. Piola (1997) "FONN: Combining First Order Logic with Connectionist Learning", Proc. of the 14th International Machine Learning Conference, (Nashville, TN, 1997), pp. 48-56.
- M. Botta, A Giordana, R. Piola (1997) "Refining Numerical Terms in Horn Clauses", Proc. of the 5th Congress AI*IA, LNAI 1321, (Roma, Italy, 1997), pp. 13-23.
- M. Botta, A Giordana, R. Piola (1997) "Refining First Order Theories with Neural Networks", Proc. of the 10th ISMIS, LNAI 1325, (Charlotte, NC, 1997), pp. 84-93.
- M. Botta, R. Piola (1998) "Refining Numerical Terms in Structured FOL Theories", Proc. of the 4th International Workshop on Multistrategy Learning, (Desenzano del Garda, Italy, 1998), pp 47-52.
- M. Botta, A Giordana, R. Piola (1998) "An Integrated Framework for Learning Numerical Terms in FOL", Proc. of the 13th European Conference on Artificial Intelligence, ECAI-98, (Brighton, UK, 1998), pp. 415-419.
- M. Botta (1999) "Knowledge Discovery in Databases e Data Mining", AI*IA Notizie, Anno XII, No. 2, Numero Speciale su Data Mining, (edited by M. Botta).
- A. Giordana, M. Botta, L. Saitta (1999) "An Experimental Study of Phase Transitions in Matching", Proc. of the International Joint Conference on Artificial Intelligence, IJCAI-99, (Stockholm, Sweden, 1999), pp. 1198-1203.
- M. Botta, A. Giordana, L. Saitta, M. Sebag (1999) "Relational learning: Hard problems and phase transitions", Proc. of the 6th Congress AI*IA, LNAI 1792, (Bologna, Italy, 1999), pp. 178-189.
- M. Botta, R. Piola (2000) "Refining Numerical Constants in Structured First Order Logic Theories", Machine Learning Journal, 38, 109-131.
- A. Giordana, L. Saitta, M. Sebag, M. Botta (2000) "Analyzing Relational Learning in the Phase Transition Framework", Proc. of the 17th International Machine Learning Conference, (Stanford, CA, 2000), pp. 311-318.
- A. Giordana, L. Saitta, M. Sebag, M. Botta (2000) "Can Relational Learning Scale up?", Proc. of the 12th ISMIS, LNAI, (Charlotte, NC, 2000).
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