Probabilistic first-order classification

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 1297, Issue , 1997, Pages 235-242

  Pompe, Uroš ^a   Kononenko, Igor ^a  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84957871101     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3540635149_52     Document Type: Conference Paper

References (13)

1. th IJCAI, Chambery, Prance, pp. 1064-1070.
2. [Cestnik 1990] Cestnik, B. (1990). Estimating probabilities: A crucial task in machine learning. In Proceedings of European Conference on Artificial Intelligence, Stockholm, pp. 147-149.
3. [Dolšak and Muggleton 1992] Dolšak, B. and S. Muggleton (1992). The application of inductive logic programming to finite elements mesh design. In S. Muggleton (Ed.), Inductive Logic Programming. Academic Press.
4. [Domingos and Pazzani 1996] Domingos, P. and M. J. Pazzani (1996). Beyond independence: Conditions for the optimality of the simple Bayesian classifier. In L. Saitta (Ed.), Proceedings of the Thirteenth International Conference on Machine Learning, Bari, Italy, pp. 105-112. Morgan Kaufman.
5. [Džeroski 1991] Džeroski, S. (1991). Handling noise in inductive logic programming. Master's thesis, University of Ljubljana, Faculty of electrical engineering and computer science, Ljubljana, Slovenia.
6. [Kononenko 1991] Kononenko, I. (1991). Semi-naive Bayesian classifier. In Y. Kodratoff (Ed.), Proceedings of European Working Session on Learning, Porto, pp. 206-219. Springer Verlag.
7. [Kononenko, Šimee, and Robnik 1996] Kononenko, I., E. Šimec, and M. Robnik (1996). Overcoming the myopia of inductive learning algorithms with Relieff. Journal of Applied Intelligence.
8. [Lloyd 1987] Lloyd, J. W. (1987). Foundations of Logic Programming (Second ed.). Berlin, Germany: Springer Verlag.
9. [Muggleton 1992] Muggleton, S. (1992). Inductive Logic Programming. London, England: Academic Press.
10. [Muggleton 1996] Muggleton, S. (1996). Stochastic logic programs. In L. De Raedt (Ed.), Advances in Inductive Logic Programming, pp. 254- 264. Amsterdam, Netherlands: IOS Press.
11. [Pompe and Kononenko 1995a] Pompe, U. and I. Kononenko (1995a). Linear space induction in first order logic with Relief. In R. Kruse, R. Viertl, and G. Della Riccia (Eds.), CISM Lecture notes. Udine, Italy: Springer Verlag.
12. th International Workshop on ILP, Leuven, Belgium, pp. 417-436. Katholieke Universiteit Leuven.
13. [Quinlan 1996] Quinlan, J. R. (1996). Learning first-order definitions of functions. Journal of Artificial Intelligence Research 5, 139-161.