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:150 - 30 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
7 An empirical study of the use of relevance information in Inductive Logic Programming – Ashwin Srinivasan, Ross D. King
24 A study of two sampling methods for analysing large datasets with ILP – Ashwin Srinivasan - 1999
63 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
20 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
22 A study of two probabilistic methods for searching large spaces with ILP – Ashwin Srinivasan - 1999
2 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
7 ILP turns 20 -- Biography and future challenges – S. Muggleton, L. De Raedt, D. Poole, I. Bratko, P. Flach, K. Inoue, A. Srinivasan - 2011
47 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
64 Structural Regression Trees – Stefan Kramer - 1996
7 Relating Relational Learning Algorithms – David Aha - 1992
5 The use of Background Knowledge in Inductive Logic Programming – Rui Camacho - 1994
1 Biochemical knowledge discovery using Inductive Logic Programming – Stephen Muggleton, Ashwin Srinivasan, R. D. King, M. J. E. Sternberg
26 Inverting Implication – Stephen Muggleton - 1992