Multi-agent systems for distributed data mining techniques: An overview

MH Qasem, A Hudaib, N Obeid, MA Almaiah… - Big Data Intelligence for …, 2022 - Springer
The term “multi-agent systems”(MAS) refers to a mechanism that is used to create goal-
oriented autonomous agents in a shared environment and have communication and …

Privacy preserving distributed association rule mining approach on vertically partitioned healthcare data

N Domadiya, UP Rao - Procedia computer science, 2019 - Elsevier
The trends of data mining in the healthcare is increased due to the digitization of healthcare
with electronic health record (EHR) systems. This generates a huge amount of data on daily …

Privacy-preserving association rule mining for horizontally partitioned healthcare data: a case study on the heart diseases

N Domadiya, UP Rao - Sādhanā, 2018 - Springer
In recent years, a trend of electronic health record (EHR) system can be seen increasingly in
the hospitals, which has generated huge amount of electronically stored data of patients …

Privacy preserving association rule mining on distributed healthcare data: Covid-19 and breast cancer case study

N Domadiya, UP Rao - SN Computer Science, 2021 - Springer
Association rule mining can be used in healthcare data mining to provide solutions to life-
threatening diseases like recent COVID-19. Due to healthcare data privacy concerns …

Pattern mining—FTISPAM using hybrid genetic algorithm

L Mary Gladence, S Shanmuga Priya… - … Techniques in Data …, 2021 - Springer
An innovative approach is elegantly launched to effectively identify the medical behavioural
changes of the patients. With this end in view, the sequential change patterns are extracted …

Mixture-model-based graph for privacy-preserving semi-supervised learning

Z Li, L Yang, Z Li - IEEE Access, 2019 - ieeexplore.ieee.org
Privacy has become a major concern in data mining as it is utilized in many important
applications. Distributed privacy-preserving data mining (DPPDM) is one of the techniques …

Anti-data mining on group privacy information

F Yang, T Tian, H Yao, X Zhao, T Zheng… - … Conference, HCC 2017 …, 2018 - Springer
In the big data era, privacy preserving is a vital security challenge for data mining. Common
object of privacy preserving is personal privacy, which should be kept unrevealed while data …

Privacy preserving approach for association rule mining in horizontally partitioned data using MFI and shamir's secret sharing

NH Domadiya, UP Rao - 2018 IEEE 13th International …, 2018 - ieeexplore.ieee.org
Preserving privacy while collaboratively mining association rules has caught the attention of
researchers due to privacy concern by collaborative participants. Existing public key based …

Privacy Preservation for Distance Based Data Mining in Distributed Data

RR Mtengwa, CB Mawuli, D Kulevome… - … on Wavelet Active …, 2022 - ieeexplore.ieee.org
Data collected from vast, diverse devices for data mining purposes must be preserved from
privacy and security issues. This research aims to improve the privacy preservation for …

Technique for Optimization of Association Rule Mining by Utilizing Genetic Algorithm

DH Patel, S Shah, A Vasant - Recent Advances in Computer …, 2021 - ingentaconnect.com
Background: Due to advancement in usage of Internet and pattern discovery from huge
amount of data flowing through internet, personal information of an individual or …