How to Improve Postgenomic Knowledge Discovery Using Imputation
نویسندگان
چکیده
منابع مشابه
How to Improve Postgenomic Knowledge Discovery Using Imputation
While microarrays make it feasible to rapidly investigate many complex biological problems, their multistep fabrication has the proclivity for error at every stage. The standard tactic has been to either ignore or regard erroneous gene readings as missing values, though this assumption can exert a major influence upon postgenomic knowledge discovery methods like gene selection and gene regulato...
متن کاملHow to improve writing English articles
Introduction: One of the sections that readily captures the attention of readers of scientific articles is the title, but unfortunately, some authors, although being competent in writing the main content of the article, and considering the matters related to the writing style, mostly lack the skill required to couch the title in an attractive way. Methods: In this article, using three decades ...
متن کاملHow to improve English articles writing methods
Introduction: Today, English and its use as an international language is agreed upon by all, and a wealth of scientific articles written every day in the whole world is in English. The purpose of this study is to project some commonly used grammatical points that native speakers of Persian, unfortunately, do not follow or do not have adequate knowledge to use when writing in English, but this s...
متن کاملUsing Classifier-Based Nominal Imputation to Improve Machine Learning
Many learning algorithms perform poorly when the training data are incomplete. One standard approach involves first imputing the missing values, then giving the completed data to the learning algorithm. However, this is especially problematic when the features are nominal. This work presents “classifier-based nominal imputation” (CNI), an easy-to-implement and effective nominal imputation techn...
متن کاملAntigen discovery: a postgenomic approach to leprosy diagnosis.
Leprosy is an infectious, neurodegenerative disease of humans caused by Mycobacterium leprae. Despite effective control programs, the incidence of leprosy remains stubbornly high, suggesting that transmission may be more common than expected. The rationale of this work was to use bioinformatics and comparative genomics to identify potentially antigenic proteins for diagnostic purposes. This app...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: EURASIP Journal on Bioinformatics and Systems Biology
سال: 2009
ISSN: 1687-4145,1687-4153
DOI: 10.1155/2009/717136