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Huma Lodhi
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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
20332002
Latent semantic kernels
N Cristianini, J Shawe-Taylor, H Lodhi
Journal of Intelligent Information Systems 18, 127-152, 2002
4142002
Text classification using string kernels
H Lodhi, J Shawe-Taylor, N Cristianini, C Watkins
Advances in neural information processing systems 13, 2000
2462000
Support vector inductive logic programming
S Muggleton, H Lodhi, A Amini, MJE Sternberg
Discovery Science: 8th International Conference, DS 2005, Singapore, October …, 2005
862005
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
692002
Is mutagenesis still challenging
H Lodhi, S Muggleton
ILP-Late-Breaking Papers 35, 2005
572005
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
422007
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
382010
Deep relational machines
H Lodhi
Neural Information Processing: 20th International Conference, ICONIP 2013 …, 2013
302013
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
242004
Advances in computational systems biology
HM Lodhi
Elements of Computational Systems Biology, 1-17, 2010
212010
Declarative kernels
P Frasconi, A Passerini, S Muggleton, H Lodhi
TUM, 17, 2004
162004
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
122010
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
122000
Boosting the margin distribution
H Lodhi, G Karakoulas, J Shawe-Taylor
Intelligent Data Engineering and Automated Learning—IDEAL 2000. Data Mining …, 2000
112000
Boosting strategy for classification
H Lodhi, G Karakoulas, J Shawe-Taylor
Intelligent Data Analysis 6 (2), 149-174, 2002
102002
Computational biology perspective: kernel methods and deep learning
H Lodhi
Wiley Interdisciplinary Reviews: Computational Statistics 4 (5), 455-465, 2012
82012
Bootstrapping parameter estimation in dynamic systems
H Lodhi, D Gilbert
International Conference on Discovery Science, 194-208, 2011
72011
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
72009
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
42010
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Articles 1–20