Contents of Report


[Data of Report]

Report Number:
TM1182
Date of Registration:
1992.07
English Title:
International Workshop on Inductive Logic Programming(ILP92)
Japanese Title:
***
English Author:
S.Muggleton,K.Furukawa
Japanese:
***
Name of Organization to which author belongs:
TURING INSTITUTE,ICOT
PDF:
tm1182.pdf

[Contents]

1A theory of predicate invention Akama K..... 7
2A theoretical framework for predicate invention Muggleton S..... 19
3Inverting implication Muggleton S..... 20
4Confirmation theory and machine learning Gillies D..... 41
5Towoard inductive generalisation in higher order logic Feng C.,Muggleton S..... 53
6Abstraction based analogical reasoning for natural deducation proof Harao M..... 64
7Explanation-based generalization by analogical reasoning Hirowatari E.,Arikawa S..... 76
8Fundamental Properties of Inductive Reasoning.... 88
9A personal approach to linguistic oriented Inductive Logic Programming Koch G..... 89
10Distinguishing excepttions from noise in non-monotonic learning Srinivasan A.,Muggleton S.,Bain M..... 98
11Implementations,Experiments and Applocations.... 109
12Handling noise in Inductive Logic Programming Dzeroski S.,Bratko I..... 110
13Use of heuristics in empirical inductive logic programming Lavrac N.,Cestnik B.,Dzeroski S..... 127
14Constraint-directed generalization for learning spatical relations Mizoguchi F.,Ohwada H..... 143
15Automated debugging of logic programs via thory revision Mooney R.,Richads B..... 161
16Correcting multiple faults in the concept and subconcepts by learning and abduction Tangkitvanich S.,Numao M.,Shimura M..... 173
17Learning optimal KRK strategies Bain M..... 189
18Drug design by machine learning King R.,Muggleton S.,Lewis R.,Sternberg M..... 203
19Protein secondary structure prediction using logic Muggleton S.,King R.,Sterberg M..... 229
20Testing the applicability of ILP systems Morales E..... 261
21Automatically constructing control systems by observing fman behaviour Sammut C..... 272
End.... 284


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