| Text classification using string kernels H Lodhi, C Saunders, J Shawe-Taylor, N Cristianini, C Watkins Journal of machine learning research 2 (Feb), 419-444, 2002 | 2070 | 2002 |
| Latent semantic kernels N Cristianini, J Shawe-Taylor, H Lodhi Journal of Intelligent Information Systems 18, 127-152, 2002 | 413 | 2002 |
| Text classification using string kernels H Lodhi, J Shawe-Taylor, N Cristianini, C Watkins Advances in neural information processing systems 13, 2000 | 210 | 2000 |
| Support vector inductive logic programming S Muggleton, H Lodhi, A Amini, MJE Sternberg Discovery Science: 8th International Conference, DS 2005, Singapore, October …, 2005 | 85 | 2005 |
| Automatic scientific text classification using local patterns: KDD Cup 2002 (task 1) MM Ghanem, Y Guo, H Lodhi, Y Zhang ACM Sigkdd Explorations Newsletter 4 (2), 95-96, 2002 | 68 | 2002 |
| Is mutagenesis still challenging H Lodhi, S Muggleton ILP-Late-Breaking Papers 35, 2005 | 58 | 2005 |
| A novel logic-based approach for quantitative toxicology prediction A Amini, SH Muggleton, H Lodhi, MJE Sternberg Journal of chemical information and modeling 47 (3), 998-1006, 2007 | 43 | 2007 |
| Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques: Complex Computational Methods and Collaborative Techniques H Lodhi, Y Yamanishi IGI Global, 2010 | 39 | 2010 |
| Deep relational machines H Lodhi Neural Information Processing: 20th International Conference, ICONIP 2013 …, 2013 | 31 | 2013 |
| Modelling metabolic pathways using stochastic logic programs-based ensemble methods H Lodhi, S Muggleton International Conference on Computational Methods in Systems Biology, 119-133, 2004 | 25 | 2004 |
| Declarative kernels P Frasconi, A Passerini, S Muggleton, H Lodhi TUM, 17, 2004 | 16 | 2004 |
| Multi-class protein fold recognition using large margin logic based divide and conquer learning H Lodhi, S Muggleton, MJE Sternberg ACM SIGKDD Explorations Newsletter 11 (2), 117-122, 2010 | 12 | 2010 |
| Latent semantic kernels for feature selection N Cristianini, H Lodhi, J Shawe-Taylor NeuroCOLT Working Group, http://www. neurocolt. org, Tech. Rep. NC-TR-00-080, 2000 | 12 | 2000 |
| Boosting the margin distribution H Lodhi, G Karakoulas, J Shawe-Taylor Intelligent Data Engineering and Automated Learning—IDEAL 2000. Data Mining …, 2000 | 11 | 2000 |
| Boosting strategy for classification H Lodhi, G Karakoulas, J Shawe-Taylor Intelligent Data Analysis 6 (2), 149-174, 2002 | 10 | 2002 |
| Computational biology perspective: kernel methods and deep learning H Lodhi Wiley Interdisciplinary Reviews: Computational Statistics 4 (5), 455-465, 2012 | 8 | 2012 |
| Bootstrapping parameter estimation in dynamic systems H Lodhi, D Gilbert International Conference on Discovery Science, 194-208, 2011 | 8 | 2011 |
| Learning large margin first order decision lists for multi-class classification H Lodhi, S Muggleton, MJE Sternberg Discovery Science: 12th International Conference, DS 2009, Porto, Portugal …, 2009 | 7 | 2009 |
| Multi‐class Mode of Action Classification of Toxic Compounds Using Logic Based Kernel Methods H Lodhi, S Muggleton, MJE Sternberg Molecular Informatics 29 (8‐9), 655-664, 2010 | 4 | 2010 |
| Probabilistic methods and rate heterogeneity T Pupko, I Mayrose Elements of computational systems biology, 257-280, 2010 | 4 | 2010 |
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
