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TIJER - INTERNATIONAL RESEARCH JOURNAL International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2349-9249 | Impact factor: 8.57 | ESTD Year: 2014
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.57 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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Issue: September 2023
Volume 10 | Issue 9
Last Date : 30-Sep-2023
Review Result and Publication of Paper within : 2-3 days
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Impact Factor : 8.57
Issue per Year : 12
Volume Published : 10
Issue Published : 112
Article Submitted : 9452
Article Published : 2428
Total Authors : 6532
Total Reviewer : 819
Total Countries : 121
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Published Paper Details
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| Paper Title: | Generate Data Cleansing Rules Using Machine Learning |
| Authors Name: | Azimullah shahzad , Devashree Date , Parag Rane , Prasanna S R |
| Download E-Certificate: | Download |
| Author Reg. ID: |
TIJER_101134
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| Published Paper Id: | TIJER2303182 |
| Published In: | Volume 10 Issue 3, April-2023 |
| DOI: | |
| Abstract: | There is lot of research around data quality but none of them lays down approach to generate data cleansing rules without involvements of business expert. Currently, Data cleaning activities are dependent on manual inspection by business expert. This paper present various techniques to generate business rules for data cleansing activity with minimal involvement of business expert. Next, a system was developed to filter relevant business rules and can be applied to clean up irregularities in data. The results show that the proposed system is superior to the previous human dependent methods in terms of discovering data quality and insights. |
| Keywords: | FDmine,ML, Data quality, rules, conformity, Quality dimension |
| Cite Article: | "Generate Data Cleansing Rules Using Machine Learning", TIJER - International Research Journal (www.tijer.org), ISSN:2349-9249, Vol.10, Issue 3, page no.380-384, April-2023, Available :http://www.tijer.org/papers/TIJER2303182.pdf |
| Downloads: | 000110 |
| ISSN: |
2349-9249 | IMPACT FACTOR: 8.57 Calculated By Google Scholar| ESTD YEAR: 2014 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.57 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
| Publication Details: |
Published Paper ID: TIJER2303182
Registration ID:101134
Published In: Volume 10 Issue 3, April-2023
DOI (Digital Object Identifier):
Page No: 380-384 Country: Mumbai, Maharashtra, India Research Area: Science and Technology Publisher : IJ Publication Published Paper URL : https://www.tijer.org/viewpaperforall?paper=TIJER2303182 Published Paper PDF: https://www.tijer.org/papers/TIJER2303182 |
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ISSN: 2349-9249
Impact Factor: 8.57 and ISSN APPROVED
Journal Starting Year (ESTD) : 2014
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