نتایج جستجو برای: gene expression data clustering

تعداد نتایج: 3811171  

Journal: :Statistical Applications in Genetics and Molecular Biology 2015

Journal: :International Journal of Software Engineering and Knowledge Engineering 2003

Journal: :TELKOMNIKA (Telecommunication Computing Electronics and Control) 2019

2000
Reinhard Guthke Wolfgang Schmidt-Heck Daniel Hahn Michael Pfaff Hans Knöll

Methods for supervised and unsupervised clustering and machine learning were studied in order to automatically model relationships between gene expression data and gene functions of the microorganism Escherichia coli. From a pre-selected subset of 265 genes (belonging to 3 functional groups) the function has been predicted with an accuracy higher than 50 % by various data mining methods describ...

2006
Na Tang V. Rao Vemuri

Current microarray technology provides ways to obtain time series expression data for studying a wide range of biological systems. However, the expression data tends to contain considerable noise, which as a result may deteriorate the clustering quality. We propose a webknowledge-based clustering method to incorporate the knowledge of genegene relations into the clustering procedure. Our method...

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