Title: Interpreting gene profiles from biomedical literature mining with self organizing maps
Authors: Yu, Shi ×
Van Vooren, Steven
Coessens, Bert
De Moor, Bart #
Issue Date: 2006
Publisher: Springer
Series Title: Lecture Notes in Computer Science vol:3973 pages:635-641
Conference: ISNN 2006: Third International Symposium on Neural Networks location:ChenDu, China date:May 2006
Abstract: We present an approach to interpret gene profiles derived from biomedical literature using Self Organizing Maps (SOMs). Comparison of different clustering algorithms shows that SOMs perform better in grouping high dimensional gene profiles when a lot of noise is present in the data. Qualitative analysis of the clustering results prove that SOMs allow an in-depth interpretation of gene profiles with biological relevance.
Description: \emph{Lecture Notes in Computer Science: Advances in Neural Networks - ISNN 2006: Third International Symposium on Neural Networks (ISNN 2006)}, ChenDu, China, May 2006
ISSN: 0302-9743
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Electrical Engineering - miscellaneous
ESAT - STADIUS, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics
× corresponding author
# (joint) last author

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