DocumentCode
2768838
Title
A Visual Analytics Model Applied to Lead Generation Library Design in Drug Discovery
Author
Konecni, Shawn ; Zhou, Jianping ; Grinstein, Georges
Author_Institution
Univ. of Massachusetts Lowell, Lowell, MA, USA
fYear
2009
fDate
15-17 July 2009
Firstpage
345
Lastpage
352
Abstract
Lead generation library design is an iterative process of selecting compounds that would make ideal drug candidates. We propose a visual analytics model for effective evaluation of various compound selection strategies. This model incorporates a clustering strategy and a set of evaluation metrics for understanding the current state of knowledge to enable decision making and process customization between iterations.
Keywords
data visualisation; decision making; drugs; pattern clustering; pharmaceutical industry; clustering strategy; compound selection; decision making; drug discovery; evaluation metrics; lead generation library design; process customization; visual analytics model; Banking; Clustering algorithms; Cybernetics; Data visualization; Delta modulation; Drugs; Libraries; Machine learning algorithms; Multidimensional systems; Visual analytics;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Visualisation, 2009 13th International Conference
Conference_Location
Barcelona
ISSN
1550-6037
Print_ISBN
978-0-7695-3733-7
Type
conf
DOI
10.1109/IV.2009.75
Filename
5190785
Link To Document