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A Review on Privacy-Preserving Techniques in Data Analytics

Predictive analytics; Privacy-preserving techniques; Data analytics; Privacy preservation; Semi-structured; Structured data; Data Analytics

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Bibliographic Details
Main Authors: Khairul Anuar N., Abu Bakar A.
Other Authors: 57465772100
Format: Conference Paper
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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spelling my.uniten.dspace-263852023-05-29T17:09:47Z A Review on Privacy-Preserving Techniques in Data Analytics Khairul Anuar N. Abu Bakar A. Abu Bakar A. 57465772100 35178991300 57296095700 Predictive analytics; Privacy-preserving techniques; Data analytics; Privacy preservation; Semi-structured; Structured data; Data Analytics This paper reviews privacy-preserving techniques in data analytics. Data analytics is a concept of processing raw data and analysing the output for various beneficial reasons. There are four types of data analytics stated in this paper, those are descriptive analytics, diagnostic analytics, predictive analytics, and prescriptive analytics. Data itself contains unstructured, semi-structured and structured data. We compare the privacy-preserving techniques in data analytics to see whether the techniques are suitable or unsuitable to be applied in data analytics. � 2021 IEEE. Final 2023-05-29T09:09:47Z 2023-05-29T09:09:47Z 2021 Conference Paper 10.1109/ICSIP52628.2021.9688624 2-s2.0-85125200597 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85125200597&doi=10.1109%2fICSIP52628.2021.9688624&partnerID=40&md5=7adc8783853a850c001ca80cb1fdc326 https://irepository.uniten.edu.my/handle/123456789/26385 1048 1052 Institute of Electrical and Electronics Engineers Inc. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Predictive analytics; Privacy-preserving techniques; Data analytics; Privacy preservation; Semi-structured; Structured data; Data Analytics
author2 57465772100
author_facet 57465772100
Khairul Anuar N.
Abu Bakar A.
Abu Bakar A.
format Conference Paper
author Khairul Anuar N.
Abu Bakar A.
Abu Bakar A.
spellingShingle Khairul Anuar N.
Abu Bakar A.
Abu Bakar A.
A Review on Privacy-Preserving Techniques in Data Analytics
author_sort Khairul Anuar N.
title A Review on Privacy-Preserving Techniques in Data Analytics
title_short A Review on Privacy-Preserving Techniques in Data Analytics
title_full A Review on Privacy-Preserving Techniques in Data Analytics
title_fullStr A Review on Privacy-Preserving Techniques in Data Analytics
title_full_unstemmed A Review on Privacy-Preserving Techniques in Data Analytics
title_sort review on privacy-preserving techniques in data analytics
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
_version_ 1806424149291171840
score 13.214268

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