Inductive Logic Programming: Theory and Methods

Inductive Logic Programming: Theory and Methods (1994)

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by Stephen Muggleton , Luc De Raedt

Venue:	JOURNAL OF LOGIC PROGRAMMING
Citations:	408 - 32 self

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@ARTICLE{Muggleton94inductivelogic,
    author = {Stephen Muggleton and Luc De Raedt},
    title = {Inductive Logic Programming: Theory and Methods},
    journal = {JOURNAL OF LOGIC PROGRAMMING},
    year = {1994},
    volume = {19},
    number = {20},
    pages = {629--679}
}

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Citations

92	Generalized subsumption and its application to induction and redundancy - Buntine - 1988
88	On the complexity of minimum inference of regular sets - Angluin - 1978
70	Pac-learnability of determinate logic programs - Dzerovski, Muggleton, et al. - 1992
68	The Application of Inductive Logic Programming to Finite Element Mesh Design - Dolsak, Muggleton - 1992
64	The Continuum of Inductive Methods - Carnap - 1952
63	Intensional Updates: Abduction via Deduction - BRY - 1990
62	On the synthesis of finite-state machines from samples of their behavior - Biermann, Feldman - 1972
61	Grammatically biased learning: Learning logic programs using an explicit antecedent description language - Cohen - 1994
58	Handling noise in inductive logic programming - Dzeroski - 1991
57	Hydra: A Noise-Tolerant Relational Concept Learning Algorithm - Ali, Pazzani - 1993
56	Constructing programs from example computations - Biermann, Krishnaswamy - 1976
46	An instance of abstract interpretation integrating type and mode inferencing - Bruynooghe, Janssens - 1988
40	An Interactive System to Learn Functional Logic Programs - Bergadano, Gunetti - 1993
35	Logic program synthesis - Deville, Lau - 1994
33	Learning qualitative models of dynamic systems - Srinivasan, Bratko, et al. - 1992
30	Inductive learning applied to program construction and veri cation - Bratko, Grobelnik - 1993
28	Drawing updates from derivations - Decker - 1990
26	L.: Interactive Theory Revision - Raedt - 1992
19	Automated Concept Acquisition in Noisy Environments - Bergadano, Giordana, et al. - 1988
19	Learnability of Restricted Logic Programs - Cohen - 1993
16	The inference of regular LISP programs from examples - Biermann - 1978
16	Compiling knowledge into an explicit bias - Cohen - 1992
14	Complexitybased induction - Conklin, Witten - 1994
9	Learning theoretical terms - Banerji - 1992
9	Towards an inductive logic programming language - Bergadano - 1993
5	Learning in the limit in a growing language - Banerji - 1987
5	Fundamental mechanisms in machine learning and inductive inference - Biermann - 1987
5	Induction of horn-clauses: methods and the plausible generalization algorithm - Buntine - 1987
2	Hydra : a noise tolerant relational concept-learning algorithm - Ali, Pazzani - 1993
2	Learning mutually dependent relations - Baroglio, Giordana, et al. - 1992
2	Concept-sharing: a means to improve multi-concept learning - Datta, Kibler - 1993
2	An inference engine for multiple theories - Emde - 1989
1	On the close relationship between FOIL and the frameworks of helft and plotkin - Bell, Weber - 1993
1	PAC-learning a restricted class of logic programs - Cohen - 1993