Theories for Mutagenicity: A Study in First-Order and Feature-Based Induction (1996)

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by Ashwin Srinivasan Muggleton , Ashwin Srinivasan , S. H. Muggleton , M. J. E. Sternberg , R. D. King
Venue:Artificial Intelligence
Citations:141 - 29 self

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4 Experiments in numerical reasoning with Inductive Logic Programming – Ashwin Srinivasan, Rui Camacho
15 Numerical reasoning with an ILP system capable of lazy evaluation and customised search – Ashwin Srinivasan, Rui Camacho, R. Campo Alegre - 1999
6 An empirical study of the use of relevance information in Inductive Logic Programming – Ashwin Srinivasan, Ross D. King
23 A study of two sampling methods for analysing large datasets with ILP – Ashwin Srinivasan - 1999
62 Feature construction with Inductive Logic Programming: a study of quantitative predictions of chemical activity aided by structural attributes – Ashwin Srinivasan, R. D. King, Biomolecular Modelling Laboratory - 1996
19 The role of background knowledge: using a problem from chemistry to examine the performance of an ILP program – Ashwin Srinivasan, Ross D. King, Stephen H. Muggleton - 1996
21 A study of two probabilistic methods for searching large spaces with ILP – Ashwin Srinivasan - 1999
1 Four Suggestions and a Rule Concerning the Application of ILP – Ashwin Srinivasan
7 A note on two simple transformations for improving the efficiency of an ILP system – VĂ­tor Santos Costa, Ashwin Srinivasan, Rui Camacho - 2000
9 Mining for Causes of Cancer: Machine Learning Experiments at Various Levels of Detail – Stefan Kramer, Bernhard Pfahringer, Christoph Helma - 1997
41 Biochemical knowledge discovery using Inductive Logic Programming – Stephen Muggleton, Ashwin Srinivasan, R. D. King, M.J.E. Sternberg - 1998
Predicting Ordinal Classes in ILP – Gerhard Widmer, Stefan Kramer, Bernhard Pfahringer, Michael De Groeve
Biochemical knowledge discovery using Inductive Logic Programming – Stephen Muggleton Ashwin, Stephen Muggleton, Ashwin Srinivasan - 1998
60 Structural Regression Trees – Stefan Kramer - 1996
4 The use of Background Knowledge in Inductive Logic Programming – Rui Camacho, Rui Camacho - 1994
7 Relating Relational Learning Algorithms – David Aha - 1992
47 Relating chemical activity to structure: an examination of ILP successes – Ross D. King, Ashwin Srinivasan, Michael J. E. Sternberg - 1995
26 Inverting Implication – Stephen Muggleton - 1992
560 Inverse entailment and Progol – Stephen Muggleton - 1995