loading
Documents

Research.Publish.Connect.

Paper

Paper Unlock

Author: Yongxiang Fang

Affiliation: Lancaster University, United Kingdom

ISBN: 978-989-674-011-5

Keyword(s): Data analysis, Microarray study, Gender discrimination, Gene regulation profile.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Business Analytics ; Clustering and Classification Methods ; Data Analytics ; Data Engineering ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Symbolic Systems

Abstract: This study extracted, from a roach gonad microarray data set, a gene regulation profile in contrast of male and female roaches. Then a method is developed to use this profile to discriminate the genders of the roaches involved in another roach microarray experiments in which the roaches are too young for their genders to be classifiable. The gender is an ignorable factor in roach gene expression study and the gender information is vital for the success of such a microarray study, because without the gender information the treatment effects could not be estimated correctly. A comparison of the analytical results of target data set based on with and without concerning the gender effects shows that the estimation of treatment effects is improved greatly when obtained gender information is incorporated in the data analysis. This is reversely evident that the roach gender discrimination method developed in this study performs very well.

PDF ImageFull Text

Download
Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 18.212.90.230

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Fang Y. and (2009). DEVELOPMENT AND APPLICATION OF A ROACH GENE REGULATION PROFILE BASED GENDER DISCRIMINATION METHOD.In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009) ISBN 978-989-674-011-5, pages 263-269. DOI: 10.5220/0002275302630269

@conference{kdir09,
author={Yongxiang Fang},
title={DEVELOPMENT AND APPLICATION OF A ROACH GENE REGULATION PROFILE BASED GENDER DISCRIMINATION METHOD},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009)},
year={2009},
pages={263-269},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002275302630269},
isbn={978-989-674-011-5},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 1: KDIR, (IC3K 2009)
TI - DEVELOPMENT AND APPLICATION OF A ROACH GENE REGULATION PROFILE BASED GENDER DISCRIMINATION METHOD
SN - 978-989-674-011-5
AU - Fang, Y.
PY - 2009
SP - 263
EP - 269
DO - 10.5220/0002275302630269

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.