On using linear diophantine equations for in-parallel hiding of decision tree rules

G Feretzakis, D Kalles, VS Verykios - Entropy, 2019 - mdpi.com
Data sharing among organizations has become an increasingly common procedure in
several areas such as advertising, marketing, electronic commerce, banking, and insurance …

On using linear diophantine equations for efficient hiding of decision tree rules

G Feretzakis, D Kalles, VS Verykios - … of the 10th Hellenic Conference on …, 2018 - dl.acm.org
Data sharing among organizations has become an increasingly common procedure in
several areas like advertising, marketing, e-commerce and banking, but any organization …

Using minimum local distortion to hide decision tree rules

G Feretzakis, D Kalles, VS Verykios - Entropy, 2019 - mdpi.com
The sharing of data among organizations has become an increasingly common procedure
in several areas like banking, electronic commerce, advertising, marketing, health, and …

Hiding decision tree rules in medical data: a case study

G Feretzakis, D Kalles… - Health Informatics Vision …, 2019 - ebooks.iospress.nl
Data sharing among health organizations has become an increasingly common process, but
any organization will most likely try to hide some sensitive patterns before it shares its data …

Local Distortion Hiding in Financial Technology application: a case study with a benchmark data set

G Feretzakis, D Kalles… - 2019 10th International …, 2019 - ieeexplore.ieee.org
Data sharing has become an increasingly common procedure among financial institutions,
but any organisation will most probably attempt to conceal some critical rules before …

Local distortion hiding (LDH) algorithm: a Java-based prototype

G Feretzakis, K Mitropoulos, D Kalles… - … Hellenic Conference on …, 2020 - dl.acm.org
Data sharing among organizations has become an increasingly common process, but any
part will most likely try to hide some sensitive patterns before it shares its data with others. In …

Local Distortion Hiding Algorithm in Medical Data: A Case Study Using CART

G Feretzakis, D Kalles… - The Importance of Health …, 2020 - ebooks.iospress.nl
Data sharing has become an increasingly common process among health organizations, but
any organization will most likely try to hide some sensitive patterns before sharing its data …

Knowledge Hiding in Decision Trees for Learning Analytics Applications

G Feretzakis, D Kalles, VS Verykios - Advances in Core Computer …, 2021 - Springer
Nowadays there is a wide range of digital information available to educational institutions
regarding learners, including performance records, educational resources, student …

Inference Control in a Diabetes Data Set Using a Java-Based Prototype of LDH Algorithm

G Feretzakis, K Mitropoulos, D Kalles… - … and Technology in …, 2022 - ebooks.iospress.nl
Data sharing among different entities in the healthcare domain has become an increasingly
common practice, where each entity would most likely want to prevent indirect data …

Fuzzy-based machine learning algorithm for intelligent systems

K Pradheep Kumar - … , Analytics and Innovation: Proceedings of ICDMAI …, 2019 - Springer
It has become essential to develop machine learning techniques due to the automation of
various tasks. At present, several tasks need manual intervention for better reliability of the …