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The purpose of this research is to develop a business intelligence (BI) solution for personnel planning, with a case study of Thai university. It is generalized such that educational institutes and personnel departments of armed forces can adopt to manage military staffs more effectively. This can support the managerial decision making, with analysis of personnel administration and guidelines for...
Gene expressions measured during a microarray experiment usually encounter the native problem of missing values. These are due to possible errors occurring in the primary experiments, image acquisition and interpretation processes. Leaving this unsolved may critically degrade the reliability of any consequent downstream analysis or medical application. Yet, a further study of microarray data may not...
Gene expressions measured using microarrays usually encounter the problem of missing values. Leaving this unsolved may critically degrade the reliability of any consequent down-stream analysis or medical application. Yet, a further study of microarray data might be impossible with many analysis methods requiring a complete data set. This paper introduces a new methodology to impute missing values...
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