Muggleton S - Search Results

1

Application of machine learning to structural molecular biology.

Sternberg MJ, King RD, Lewis RA, Muggleton S. Sternberg MJ, et al. Among authors: muggleton s. Philos Trans R Soc Lond B Biol Sci. 1994 Jun 29;344(1310):365-71. doi: 10.1098/rstb.1994.0075. Philos Trans R Soc Lond B Biol Sci. 1994. PMID: 7800706

2

Structure-activity relationships derived by machine learning: the use of atoms and their bond connectivities to predict mutagenicity by inductive logic programming.

King RD, Muggleton SH, Srinivasan A, Sternberg MJ. King RD, et al. Among authors: muggleton sh. Proc Natl Acad Sci U S A. 1996 Jan 9;93(1):438-42. doi: 10.1073/pnas.93.1.438. Proc Natl Acad Sci U S A. 1996. PMID: 8552655 Free PMC article.

3

Automated discovery of structural signatures of protein fold and function.

Turcotte M, Muggleton SH, Sternberg MJ. Turcotte M, et al. Among authors: muggleton sh. J Mol Biol. 2001 Feb 23;306(3):591-605. doi: 10.1006/jmbi.2000.4414. J Mol Biol. 2001. PMID: 11178916

4

Generating protein three-dimensional fold signatures using inductive logic programming.

Turcotte M, Muggleton SH, Sternberg MJ. Turcotte M, et al. Among authors: muggleton sh. Comput Chem. 2001 Dec;26(1):57-64. doi: 10.1016/s0097-8485(01)00100-0. Comput Chem. 2001. PMID: 11765853

5

Modelling the structure and function of enzymes by machine learning.

Sternberg MJ, Lewis RA, King RD, Muggleton S. Sternberg MJ, et al. Among authors: muggleton s. Faraday Discuss. 1992;(93):269-80. doi: 10.1039/fd9929300269. Faraday Discuss. 1992. PMID: 1290938

6

Drug design by machine learning: the use of inductive logic programming to model the structure-activity relationships of trimethoprim analogues binding to dihydrofolate reductase.

King RD, Muggleton S, Lewis RA, Sternberg MJ. King RD, et al. Among authors: muggleton s. Proc Natl Acad Sci U S A. 1992 Dec 1;89(23):11322-6. doi: 10.1073/pnas.89.23.11322. Proc Natl Acad Sci U S A. 1992. PMID: 1454814 Free PMC article.

7

Protein secondary structure prediction using logic-based machine learning.

Muggleton S, King RD, Sternberg MJ. Muggleton S, et al. Protein Eng. 1992 Oct;5(7):647-57. doi: 10.1093/protein/5.7.647. Protein Eng. 1992. PMID: 1480619

8

The automatic discovery of structural principles describing protein fold space.

Cootes AP, Muggleton SH, Sternberg MJ. Cootes AP, et al. J Mol Biol. 2003 Jul 18;330(4):839-50. doi: 10.1016/s0022-2836(03)00620-x. J Mol Biol. 2003. PMID: 12850151

9

A novel logic-based approach for quantitative toxicology prediction.

Amini A, Muggleton SH, Lodhi H, Sternberg MJ. Amini A, et al. J Chem Inf Model. 2007 May-Jun;47(3):998-1006. doi: 10.1021/ci600223d. Epub 2007 Apr 24. J Chem Inf Model. 2007. PMID: 17451225

10

Scaffold hopping in drug discovery using inductive logic programming.

Tsunoyama K, Amini A, Sternberg MJ, Muggleton SH. Tsunoyama K, et al. J Chem Inf Model. 2008 May;48(5):949-57. doi: 10.1021/ci700418f. Epub 2008 May 6. J Chem Inf Model. 2008. PMID: 18457387

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