[PDF][PDF] A review of data cleansing concepts-achievable goals and limitations
KAM Sarpong, JK Arthur - International Journal of Computer Applications, 2013 - Citeseer
Data Cleansing is an activity involving a process of detecting and correcting the errors and
inconsistencies in data warehouse. It deals with identification of corrupt and duplicate data …
inconsistencies in data warehouse. It deals with identification of corrupt and duplicate data …
[PDF][PDF] Analysis of data cleansing approaches regarding dirty data-a comparative study
KAM Sarpong, JK Arthur - International Journal of Computer …, 2013 - researchgate.net
Data Cleansing is an activity involving a process of detecting and correcting the errors and
inconsistencies in data warehouse. It deals with identification of corrupt and duplicate data …
inconsistencies in data warehouse. It deals with identification of corrupt and duplicate data …
The challenges of data cleansing with data warehouses
N McKelvey, K Curran, L Toland - Effective Big Data Management …, 2016 - igi-global.com
Data cleansing is a long standing problem which every organisation that incorporates a form
of data processing or data mining must undertake. It is essential in improving the quality and …
of data processing or data mining must undertake. It is essential in improving the quality and …
Data quality issues in data migration
NM Zahari, WYW Hussin, MYM Yussof… - Soft Computing in Data …, 2015 - Springer
The main criterion of a successful data migration project is the data quality. Quality of data
can be compromised depending upon how the data are received, integrated, maintained …
can be compromised depending upon how the data are received, integrated, maintained …
Understanding different techniques of data cleaning and different operations involved
MM Agrawal - Turkish Journal of Computer and Mathematics …, 2021 - turcomat.org
Identifying the problems related to inaccurate data and then correcting of detected errors
addresses to data cleansing and provides an overview of the main solution and its scope …
addresses to data cleansing and provides an overview of the main solution and its scope …
Algorithms for Data Cleaning in Knowledge Bases
Data cleaning is an action which includes a process of correcting and identifying the
inconsistencies and errors in data warehouse. Different terms are uses in these papers like …
inconsistencies and errors in data warehouse. Different terms are uses in these papers like …
[PDF][PDF] iCleaner: A Data Cleansing Tool for Outlier Detection in a Data Warehousing Environment
KS Adu-Manu, JK Arthur, JK Panford, JG Davis - researchgate.net
Abstract The implementation of Data Cleansing (DC) in Data Warehousing (DW) is essential
in recent years. Organizations around the world generate huge amount of data from their …
in recent years. Organizations around the world generate huge amount of data from their …