Perturbation based privacy preservation and classification using Jaya Algorithm and Dragonfly Inspired Algorithm

Perturbation based privacy preservation and classification using Jaya Algorithm and Dragonfly Inspired Algorithm

Healthcare datasets are very sensitive datasets. In case of unauthorized access, sensitive datasets could potentially cause damage, discrimination and unsolicited scrutiny. The patients’ health details constitute private personal information. They should not be disclosed. However, data might get sto...

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Bibliographic Details
Main Authors: Dipanwita Sen, Bhupati Bhusan Mishra, Prasant Kumar Pattnaik
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Franklin Open
Subjects:
Privacy preserving data mining (PPDM)
Perturbation
Jaya Algorithm
Meta-heuristic optimization
Data mining (DM)
Independent component analysis (ICA)
Online Access:http://www.sciencedirect.com/science/article/pii/S2773186325000568
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