IPM Calendar 
Saturday 26 September 2020   Today  
Events for day: Thursday 19 December 2019    
           10:00 - 11:00     Weekly Seminar
Self Organizing Maps in Biological Data Analysis

School
BIOLOGICAL SCIENCES

According to the ever-growing of biological data and the non-linear and complex relationships among the variables in biological systems, extractiong meaningful information and interpretation of them are the main challenge in biological researches such as gene expression analysis, metabolomics and chemoinformatics. Also, the ability to analyze the high-dimensional data is one of the most fundamental challenges in data mining. Dimensionality reduction and visualization methods can ease the interpretation and help to understand high dimensional data space and extract useful information from nonlinear manifold. The Kohonens Self-Organizing Map ( ...