Peter Juvan and Blaz Zupan and Janez Demšar and Ivan Bratko and John A. Halter and Adam Kuspa and Gad Shaulsky (2001) Web-enabled knowledge-based analysis of genetic data. In: Second International Symposium on Medical Data Analysis, October 8-9, 2001, Madrid, Spain.
We present a web-based implementation of GenePath, an intelligent assistant tool for data analysis in functional genomics. GenePath considers mutant data and uses expert-defined patterns to find gene-to-gene or gene-to-outcome relations. It presents the results of analysis as genetic networks, wherein a set of genes has various influence on one another and on a biological outcome. In the paper, we particularly focus on its web-based interface and explanation mechanisms.
|Item Type: ||Conference or Workshop Item (Paper)|
|Keywords: ||intelligent data analysis, expert systems, abduction, background knowledge, functional genomics, genetic network, DNA mutational analysis, dictyostelium discoideum, web-based interface|
|Language of Content: ||English|
|Institution: ||University of Ljubljana|
|Department: ||Faculty of Computer and Information Science|
|Divisions: ||Faculty of Computer and Information Science > Artificial Intelligence Laboratory|
|Item ID: ||112|
|Date Deposited: ||08 Mar 2004|
|Last Modified: ||13 Aug 2011 00:32|
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