Huma Lodhi

Huma Lodhi obtained her Ph.D. in computer science from University of London. She is a researcher with the department of Computing, Imperial College London. She has published in leading international journals, books, conference proceedings and has edited a volume Elements of Computational Systems Biology (Wiley Series in Bioinformatics), (2010) by Huma M Lodhi and Stephen H Muggleton (Editors), Wiley. Her research interests are machine learning and data mining and their application to tasks in bioinformatics, chemoinformatics and computation systems biology.

Publications

Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques
Chemoinformatics and Advanced Machine Learning Perspectives: Complex Computational Methods and Collaborative Techniques
Huma Lodhi, Yoshihiro Yamanishi. © 2011. 418 pages.
Chemoinformatics is a scientific area that endeavours to study and solve complex chemical problems using computational techniques and methods. Chemoinformatics and Advanced...
Learning Methodologies for Detection and Classification of Mutagens
Learning Methodologies for Detection and Classification of Mutagens
Huma Lodhi. © 2011. 15 pages.
Predicting mutagenicity is a complex and challenging problem in chemoinformatics. Ames test is a biological method to assess mutagenicity of molecules. The dynamic growth in the...
On Bias-Variance Analysis for Probabilistic Logic Models
On Bias-Variance Analysis for Probabilistic Logic Models
Huma Lodhi. © 2010. 12 pages.
Deliberate exploitation of natural resources and excessive use of environmentally abhorrent materials have resulted in environmental disruptions threatening the life support...
On Bias-Variance Analysis for Probabilistic Logic Models
On Bias-Variance Analysis for Probabilistic Logic Models
Huma Lodhi. © 2008. 14 pages.
The article introduces bias-variance decomposition in probabilistic logic learning. We use Stochastic Logic Programs for probabilistic logic representation. In order to learn...
Kernel Methods in Chemoinformatics
Kernel Methods in Chemoinformatics
Huma Lodhi. © 2005. 5 pages.
Millions of people are suffering from fatal diseases such as cancer, AIDS, and many other bacterial and viral illnesses. The key issue is now how to design lifesaving and...