Huma Lodhi

Publication Activity (10 Years)

Years Active: 2000-2013
Publications (10 Years): 0

Top Topics

Relational Learning

Learning Machines

Machine Intelligence

Top Venues

Publications

Huma Lodhi
Deep Relational Machines. ICONIP (2) (2013)
Huma Lodhi, David R. Gilbert
Bootstrapping Parameter Estimation in Dynamic Systems. Discovery Science (2011)
Huma Lodhi, Stephen Muggleton, Michael J. E. Sternberg
Learning Large Margin First Order Decision Lists for Multi-Class Classification. Discovery Science (2009)
Huma Lodhi, Stephen Muggleton, Michael J. E. Sternberg
Multi-Class protein fold recognition using large margin logic based divide and conquer learning. SIGKDD Explor. 11 (2) (2009)
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)
Huma Lodhi
On Bias-Variance Analysis for Probabilistic Logic Models. J. Inf. Technol. Res. 1 (3) (2008)
Ata Amini, Stephen H. Muggleton, Huma Lodhi, Michael J. E. Sternberg
A Novel Logic-Based Approach for Quantitative Toxicology Prediction. J. Chem. Inf. Model. 47 (3) (2007)
Huma Lodhi, Stephen Muggleton
Computing Confidence Measures in Stochastic Logic Programs. MICAI (2005)
Stephen Muggleton, Huma Lodhi, Ata Amini, Michael J. E. Sternberg
Support Vector Inductive Logic Programming. Discovery Science (2005)
Huma Lodhi, Stephen Muggleton
Modelling Metabolic Pathways Using Stochastic Logic Programs-Based Ensemble Methods. CMSB (2004)
Huma Lodhi, Craig Saunders, John Shawe-Taylor, Nello Cristianini, Christopher J. C. H. Watkins
Text Classification using String Kernels. J. Mach. Learn. Res. 2 (2002)
Nello Cristianini, John Shawe-Taylor, Huma Lodhi
Latent Semantic Kernels. J. Intell. Inf. Syst. 18 (2-3) (2002)
Huma Lodhi, Yike Guo
Gram-Schmidt Kernels Applied to Structure Activity Analysis for Drug Design. BIOKDD (2002)
Huma Lodhi, Grigoris I. Karakoulas, John Shawe-Taylor
Boosting strategy for classification. Intell. Data Anal. 6 (2) (2002)
Moustafa Ghanem, Yike Guo, Huma Lodhi, Yong Zhang
Automatic Scientific Text Classification Using Local Patterns: KDD Cup 2002 (Task 1). SIGKDD Explor. 4 (2) (2002)
Nello Cristianini, John Shawe-Taylor, Huma Lodhi
Latent Semantic Kernels. ICML (2001)
Huma Lodhi, Grigoris I. Karakoulas, John Shawe-Taylor
Boosting the Margin Distribution. IDEAL (2000)
Huma Lodhi, John Shawe-Taylor, Nello Cristianini, Christopher J. C. H. Watkins
Text Classification using String Kernels. NIPS (2000)