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Individual privacy in data mining using fuzzy optimization

Authors :
Hemanta Kumar Bhuyan
Narendra Kumar Kamila
Subhendu Kumar Pani
Source :
Engineering Optimization. 54:1305-1323
Publication Year :
2021
Publisher :
Informa UK Limited, 2021.

Abstract

This article proposes the individual data privacy during collaborative computation in data mining method using an optimization model. The privacy problem is solved using different methodologies. Th...

Subjects

Subjects :
021103 operations research
Control and Optimization
Computer science
Applied Mathematics
Computation
0211 other engineering and technologies
02 engineering and technology
Management Science and Operations Research
computer.software_genre
Multi-objective optimization
Fuzzy logic
Industrial and Manufacturing Engineering
Computer Science Applications
Individual data
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Data mining
computer

Details

ISSN :
10290273 and 0305215X
Volume :
54
Database :
OpenAIRE
Journal :
Engineering Optimization
Accession number :
edsair.doi...........f57368022243bf441ff9a39bf86225eb
Full Text :
https://doi.org/10.1080/0305215x.2021.1922897
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