DEVELOPMENT AND APPLICATION OF A ROACH GENE REGULATION PROFILE BASED GENDER DISCRIMINATION METHOD

Yongxiang Fang

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Paper

DEVELOPMENT AND APPLICATION OF A ROACH GENE REGULATION PROFILE BASED GENDER DISCRIMINATION METHOD

Topics: Clustering and Classification Methods; Data Analytics

In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval - Volume 0IC3K, 263-269, 2009 , Funchal - Madeira, Portugal

Author: Yongxiang Fang

Affiliation: Lancaster University, United Kingdom

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.

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Paper citation in several formats:

Fang, Y. (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 (IC3K 2009) - KDIR; ISBN 978-989-674-011-5; ISSN 2184-3228, SciTePress, 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 (IC3K 2009) - KDIR},
year={2009},
pages={263-269},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002275302630269},
isbn={978-989-674-011-5},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2009) - KDIR
TI - DEVELOPMENT AND APPLICATION OF A ROACH GENE REGULATION PROFILE BASED GENDER DISCRIMINATION METHOD
SN - 978-989-674-011-5
IS - 2184-3228
AU - Fang, Y.
PY - 2009
SP - 263
EP - 269
DO - 10.5220/0002275302630269
PB - SciTePress