IJSTE

CALL FOR PAPERS : Oct 2019

Submission Last Date
25-Oct-19
Submit Manuscript Online

FOR AUTHORS

FOR REVIEWERS

ARCHIEVES

DOWNLOADS

Open Access



CopyScape
Creative Commons License

Data Mining Techniques to Fill the Missing Data and Detecting Patterns


Author(s):

D.Umamaheswari , NGM COLLEGE, POLLACHI; N.Shyamala, NGM COLLEGE, POLLACHI

Keywords:

Missing Data, Knowledge Discovery, Imputation, Patterns

Abstract:

There are a lot of serious data quality problems in real world datasets: incomplete, redundant, inconsistent and noisy. Missing data is a common issue in datamining and knowledge discovery. It is well accepted that many real-life datasets are full of missing data. However, data mining algorithms always handle missing data in very simple way. Missing data handling has become an acute issue. Inappropriate treatment will reduce the performance of data mining algorithms. For classification algorithm, its classification accuracy depends vitally on the quality of the training data. The presence of a high proportion of missing data in the training dataset is likely to render the resulting model less than reliable. Dealing with missing data has become an important issue in data mining researches and applications. This paper discusses the various imputations and sets light on new method Naive Bayesian Imputation based on Naive Bayesian classifier to estimate and replace missing data.


Other Details:

Manuscript Id :IJSTEV2I1021
Published in :Volume : 2, Issue : 1
Publication Date: 01/08/2015
Page(s): 39-42
Download Article

IMPACT FACTOR

4.753

NEWS & UPDATES

Submit Article

Dear Authors, You can submit your article to our journal at the following link: http://www.ijste.org/Submit

Impact Factor

The Impact Factor of our Journal is 4.753 (Year - 2016)
3.905 (Year - 2015) 2.895(Year -2014)

Click Here

Submit Payment Online

Dear Authors, Now you can submit the payment receipt to our journal online at the following link: index.php?p=Payment

Index Copernicus Value

The IC Value of our journal is 69.90
Click Here

GLOBAL INDEXING



















Computer Science Directory. We are listed under Computer Research Institutes category

Share on Social media

Home | Privacy Policy | Terms & Conditions | Refund Policy | Feedback | Contact Us
Copyright © 2014 ijste.org All rights reserved