Development of Artificial Intelligence-based In-Silico Toxicity Models. Data Quality Analysis and Model Performance Enhancement through Data Generation.

View/ Open
thesis[final3].pdf (3.730Mb)
Download
Publication date
2010-03-16T10:20:27ZAuthor
Malazizi, LadanSupervisor
Neagu, DanielGraves-Morris, Peter R.
Keyword
Predictive toxicologyToxicity data
Pesticides
Artificial intelligence
Data quality
Data generation
Model performance
QSAR
Classification algorithm
Clustering
Imbalanced dataset
Endpoints
Rights

The University of Bradford theses are licenced under a Creative Commons Licence.
Institution
University of BradfordDepartment
School of InformaticsAwarded
2008