|| Yap Prolog
|| [1, 4, 5, 3]
WiM, a program for synthesis of closed Horn clauses further elaborates
on the approach of MIS and Markus . It works in top-down manner and uses
shift of language bias. Moreover, WiM truth maintenance system can work
with a second-order schema to be followed by the induced program. This
schema definition can significantly increase efficiency of the learning
process because only those programs matching the schema are verified on
the training set. A unified approach to definition of oracles
significantly simplifies implementation of a broad class of oracles.
Under this project there were developed several versions of WiM
dedicated to specialised applications, namely for object-oriented analysis
and design as well as for data mining in spatial data.
- Flener P., Popelinsky L. Stepankova: ILP and Automatic Programming:
Towards Three Approaches. In: Proc. of 4th Workshop on Inductive Logic
Programm~ng (ILP'94), Bad Honeff, Germany, 1994.
- Grobelnik M.: Induction of Prolog programs with Markus. In Deville
Y.(ed.) Proceedings of LOPSTR'93. Workshops in Computing Series,
pp 57-63, Springer-Verlag, 1994.
- Lavrac N., Dzeroski S., Weber I., Kazakov D., Stepankova 0.: ILPNET
repositories on WWW: Inductive Logic Programming systems, datasets and
bibliography. AI Communications Vol.9, No.4, 1996, pp. 157-206.
- Popelinsky L.: Towards Program Synthesis From A Small Example Set.
Proceedings of 21st Czech-Slovak conference on Computer Science
SOFSEM'94, pp.91-96 Czech Society for Comp. Sci. Brno 1993.
- Popelinsky L., Stepankova 0.: WiM: A Study on the Top-Down ILP
Program. FIMU-RS-95-03, Faculty of Informatics, 1995.
back to index