| 2009 | ||
|---|---|---|
| 38 | Huma Lodhi, Stephen Muggleton, Michael J. E. Sternberg: Learning Large Margin First Order Decision Lists for Multi-Class Classification. Discovery Science 2009: 168-183 | |
| 37 | Huma Lodhi, Stephen Muggleton, Michael J. E. Sternberg: Multi-class protein fold recognition using large margin logic based divide and conquer learning. KDD Workshop on Statistical and Relational Learning in Bioinformatics 2009: 22-26 | |
| 2008 | ||
| 36 | Jianzhong Chen, Lawrence A. Kelley, Stephen Muggleton, Michael J. E. Sternberg: Protein Fold Discovery Using Stochastic Logic Programs. Probabilistic Inductive Logic Programming 2008: 244-262 | |
| 35 | Geraint Barton, J. C. Abbott, Norie Chiba, D. W. Huang, Y. Huang, Marko Krznaric, J. Mack-Smith, A. Saleem, B. T. Sherman, B. Tiwari, Chris Tomlinson, T. Aitman, John Darlington, Laurence Game, Michael J. E. Sternberg, S. A. Butcher: EMAAS: An extensible grid-based Rich Internet Application for microarray data analysis and management. BMC Bioinformatics 9: (2008) | |
| 34 | Mark N. Wass, Michael J. E. Sternberg: ConFunc - functional annotation in the twilight zone. Bioinformatics 24(6): 798-806 (2008) | |
| 33 | Victor I. Lesk, Michael J. E. Sternberg: 3D-Garden: a system for modelling protein-protein complexes based on conformational refinement of ensembles generated with the marching cubes algorithm. Bioinformatics 24(9): 1137-1144 (2008) | |
| 2006 | ||
| 32 | Jianzhong Chen, Lawrence A. Kelley, Stephen Muggleton, Michael J. E. Sternberg: Multi-class Prediction Using Stochastic Logic Programs. ILP 2006: 109-124 | |
| 31 | Konrad H. Paszkiewicz, Michael J. E. Sternberg, Michael Lappe: Prediction of viable circular permutants using a graph theoretic approach. Bioinformatics 22(11): 1353-1358 (2006) | |
| 30 | Benjamin R. Jefferys, Lawrence A. Kelley, Marek J. Sergot, John Fox, Michael J. E. Sternberg: Capturing expert knowledge with argumentation: a case study in bioinformatics. Bioinformatics 22(8): 924-933 (2006) | |
| 2005 | ||
| 29 | Stephen Muggleton, Huma Lodhi, Ata Amini, Michael J. E. Sternberg: Support Vector Inductive Logic Programming. Discovery Science 2005: 163-175 | |
| 2004 | ||
| 28 | Jordi Espadaler, Narcis Fernandez-Fuentes, Antonio Hermoso, Enrique Querol, Francesc X. Avilés, Michael J. E. Sternberg, Baldomero Oliva: ArchDB: automated protein loop classification as a tool for structural genomics. Nucleic Acids Research 32(Database-Issue): 185-188 (2004) | |
| 27 | Keiran Fleming, Arne Müller, Robert M. MacCallum, Michael J. E. Sternberg: 3D-GENOMICS: a database to compare structural and functional annotations of proteins between sequenced genomes. Nucleic Acids Research 32(Database-Issue): 245-250 (2004) | |
| 2002 | ||
| 26 | B. J. Stapley, Lawrence A. Kelley, Michael J. E. Sternberg: Predicting the Sub-Cellular Location of Proteins from Text Using Support Vector Machines. Pacific Symposium on Biocomputing 2002: 374-385 | |
| 25 | Marcel Turcotte, Stephen Muggleton, Michael J. E. Sternberg: Generating Protein Three-dimensional Fold Signatures using Inductive Logic Programming. Computers & Chemistry 26(1): 57-64 (2002) | |
| 2001 | ||
| 24 | Arne Müller, Michael J. E. Sternberg: Structural annotation of the human genome. German Conference on Bioinformatics 2001: 211-212 | |
| 23 | A. P. Cootes, Stephen Muggleton, R. B. Greaves, Michael J. E. Sternberg: Automatic determination of protein fold signatures from structural superpositions. Electron. Trans. Artif. Intell. 5(B): 245-274 (2001) | |
| 22 | Marcel Turcotte, Stephen Muggleton, Michael J. E. Sternberg: The Effect of Relational Background Knowledge on Learning of Protein Three-Dimensional Fold Signatures. Machine Learning 43(1/2): 81-95 (2001) | |
| 2000 | ||
| 21 | Robert M. MacCallum, Lawrence A. Kelley, Michael J. E. Sternberg: SAWTED: Structure Assignment With Text Description-Enhanced detection of remote homologues with automated SWISS-PROT annotation comparisons. Bioinformatics 16(2): 125-129 (2000) | |
| 20 | Marcel Turcotte, Stephen Muggleton, Michael J. E. Sternberg: Use of Inductive Logic Programming to Learn Principles of Protein Structure. Electron. Trans. Artif. Intell. 4(B): 119-124 (2000) | |
| 1999 | ||
| 19 | Arne Müller, Robert M. MacCallum, Michael J. E. Sternberg: Genome annotation with PSI-BLAST: Benchmark and application. German Conference on Bioinformatics 1999: 218-220 | |
| 18 | Lawrence A. Kelley, Robert M. MacCallum, Michael J. E. Sternberg: Recognition of remote protein homologies using three-dimensional information to generate a position specific scoring matrix in the program 3D-PSSM. RECOMB 1999: 218-225 | |
| 1998 | ||
| 17 | Stephen Muggleton, Ashwin Srinivasan, Ross D. King, Michael J. E. Sternberg: Biochemical Knowledge Discovery Using Inductive Logic Programming. Discovery Science 1998: 326-341 | |
| 16 | Marcel Turcotte, Stephen Muggleton, Michael J. E. Sternberg: Application of Inductive Logic Programming to Discover Rules Governing the Three-Dimensional Topology of Protein Structure. ILP 1998: 53-64 | |
| 15 | Michael J. E. Sternberg, Patrick Aloy, Henry A. Gabb, Richard M. Jackson, Gidon Moont, Enrique Querol, Francesc X. Avilés: A Computational System for Modeling Flexible Protein-Protein and protein-DNA Docking. ISMB 1998: 183-192 | |
| 1997 | ||
| 14 | Ashwin Srinivasan, Ross D. King, Stephen Muggleton, Michael J. E. Sternberg: The Predictive Toxicology Evaluation Challenge. IJCAI (1) 1997: 4-9 | |
| 13 | Ashwin Srinivasan, Ross D. King, Stephen Muggleton, Michael J. E. Sternberg: Carcinogenesis Predictions Using ILP. ILP 1997: 273-287 | |
| 12 | Ross D. King, Mansoor A. S. Saqi, Roger A. Sayle, Michael J. E. Sternberg: DSC: public domain protein secondary structure predication. Computer Applications in the Biosciences 13(4): 473-474 (1997) | |
| 1996 | ||
| 11 | Ashwin Srinivasan, Stephen Muggleton, Michael J. E. Sternberg, Ross D. King: Theories for Mutagenicity: A Study in First-Order and Feature-Based Induction. Artif. Intell. 85(1-2): 277-299 (1996) | |
| 1995 | ||
| 10 | Michael J. E. Sternberg, Hedvig Hegyi, Suhail A. Islam, Jingchu Luo, Robert B. Russell: Towards an Intelligent System for the Automatic Assignment of Domains in Globular Proteins. ISMB 1995: 376-383 | |
| 9 | Michael J. E. Sternberg, Ross D. King, Ashwin Srinivasan, Stephen Muggleton: Drug Design by Machine Learning. Machine Intelligence 15 1995: 328-338 | |
| 8 | Ross D. King, Michael J. E. Sternberg, Ashwin Srinivasan: Relating Chemical Activity to Structure: An Examination of ILP Successes. New Generation Comput. 13(3&4): 411-433 (1995) | |
| 1994 | ||
| 7 | Ross D. King, Dominic A. Clark, Jack Shirazi, Michael J. E. Sternberg: Inductive Logic Programming Used to Discover Topological Constraints in Protein Structures. ISMB 1994: 219-226 | |
| 6 | Michael J. E. Sternberg, R. A. Lewis, Ross D. King, Stephen Muggleton: Machine Learning and biomolecular modelling. Machine Intelligence 13 1994: 193-212 | |
| 5 | Jonathan D. Hirst, Ross D. King, Michael J. E. Sternberg: Quantitative structure-activity relationships by neural networks and inductive logic programming. I. The inhibition of dihydrofolate reductase by pyrimidines. Journal of Computer-Aided Molecular Design 8(4): 405-420 (1994) | |
| 4 | Jonathan D. Hirst, Ross D. King, Michael J. E. Sternberg: Quantitative structure-activity relationships by neural networks and inductive logic programming. II. The inhibition of dihydrofolate reductase by triazines. Journal of Computer-Aided Molecular Design 8(4): 421-432 (1994) | |
| 1993 | ||
| 3 | Ross D. King, Dominic A. Clark, Jack Shirazi, Michael J. E. Sternberg: Discovery of Protein Structural Constraints in a Deductive Database using Inductive Logic Programming. Machine Intelligence 14 1993: 275-302 | |
| 1991 | ||
| 2 | Michael J. E. Sternberg: PROMOT: a FORTRAN program to scan protein sequences against a library of known motifs. Computer Applications in the Biosciences 7(2): 257-260 (1991) | |
| 1986 | ||
| 1 | Christopher J. Rawlings, W. R. Taylor, J. Nyakairu, John Fox, Michael J. E. Sternberg: Using Prolog to Represent and Reason about Protein Structure. ICLP 1986: 536-543 | |