Learning to classify X-ray images using relational learning

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

Volumn 1398, Issue , 1998, Pages 55-60

  Sammutl, Claude ^a   Zrimec, Tatjana ^a,b  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

BLOOD VESSELS; MACHINE LEARNING; PROLOG (PROGRAMMING LANGUAGE);

BACK-GROUND KNOWLEDGE; CONCEPT DESCRIPTION; MACHINE LEARNING METHODS; PROLOG PROGRAMS; RELATIONAL LEARNING; X-RAY IMAGE;

IMAGE CLASSIFICATION;

EID: 84957082419     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0026672     Document Type: Conference Paper

References (8)

1. Cohen, W. (1996). Learning to classify English text with ILP methods. In L. D. Raedt (Eds.), Advances in Logic programming. (pp. 124-143). IOS Press.
2. Page, C. D., & Frisch, A. M. (1992). Generalization and Learnability: A study of constrained atoms. In S. Muggleton (Eds.), Inductive Logic Programming. (pp. 29-61). Academic Press.
3. Plotkin, G. D. (1971). A further note on inductive generalization. In B. Meltzer & D. Michie (Eds.), Machine Intelligence 6. New York: Elsevier.
4. Robinson, G.P., Colchester, A.C.F., Griffin, L.D. (1993) Model Based Recognition of Anatomical Objects from Medical Images. In Information Processing in Medical Imaging, 13th International Conference, IPMI'93, Arizona, USA, (pp. 197-211).
5. Rouveirol, C., & Puget, J.-F. (1990). Beyond Inversion of Resolution. In Proceedings of the Seventh International Conference on Machine Learning, Morgan Kaufmann.
6. Sammut, C. A., & Banerji, R. B. (1986). Learning Concepts by Asking Questions. In R. S. Michalski Carbonell, J.G. and Mitchell, T.M. (Eds.), Machine Learning: An Artificial Intelligence Approach, Vol 2. (pp. 167-192). Los Altos, California: Morgan Kaufmann.
7. Sammut, C. (1997). Using background knowledge to build multistrategy learners. Machine Learning, 27, 241-257.
8. Zrimec, T. and Sammut, C.A., (1997). A Medical Image Understanding System, Engineering applications of Artificial Intelligence, February, 10 (1), 31-39.