Unbiased pattern detection in microarray data series

Unbiased pattern detection in microarray data series

MOTIVATION Following the advent of microarray technology in recent years, the challenge for biologists is to identify genes of interest from the thousands of genetic expression levels measured in each microarray experiment. In many cases the aim is to identify pattern in the data series generated by successive microarray measurements. RESULTS Here we introduce a new method of detecting patter...

Inferring gene-gene interactions from microarray data series using unbiased pattern detection

Motivation: In recent years microarray technology has provided biologists with an unprecedented wealth of experimental data. The analysis and interpretation of this data, usually for the purpose of identifying biologically significant genes or clusters of interacting genes, presents a highly complex challenge, and has been one of the most prominent areas of bioinformatics and systems biology. R...

Simple Methods for Peak Detection in Time Series Microarray Data

In this work we describe a set of analytical and statistical methods enabling the identification of genes which spike expression within narrow time-windows of Plasmodium falciparum Intraerythrocytic Developmental Cycle. Moreover we assign a functional group to each gene by using SVM algorithm and discuss about possible biological role. General Terms Algorithms, Measurement.

pattern recognition in maintenance data using methodologies data minitng (cade study isfahan regional power electric company)

فعالیت های نگهداری و تعمیرات اطلاعاتی را تولید می کند که می تواند در تعیین زمان های بیکاری و ارایه یک برنامه زمان بندی شده یا تعیین هشدارهای خرابی به پرسنل نگهداری و تعمیرات کمک کند. وقتی که مقدار داده های تولید شده زیاد باشند، فهم بین متغیرها بسیار مشکل می شوند. این پایان نامه به کاربردی از داده کاوی برای کاوش پایگاه های داده چندبعدی در حوزه نگهداری و تعمیرات، برای پیدا کردن خرابی هایی که موجب...

cDNA Microarray Data Normalization