Synthesizing linked data under cardinality and integrity constraints

A Gilad, S Patwa, A Machanavajjhala - Proceedings of the 2021 …, 2021 - dl.acm.org
The generation of synthetic data is useful in multiple aspects, from testing applications to
benchmarking to privacy preservation. Generating thelinks between relations, subject …

ReX: Extrapolating relational data in a representative way

TS Buda, T Cerqueus, J Murphy… - Data Science: 30th British …, 2015 - Springer
Generating synthetic data is useful in multiple application areas (eg, database testing,
software testing). Nevertheless, existing synthetic data generators generally lack the …

An approach to improve generation of association rules in order to be used in recommenders

H Hamidi, E Hashemzadeh - International Journal of Data …, 2017 - igi-global.com
This paper introduces a method for improving the association rules that will also help
improve the performance of recommender systems. Combining sampling and parallelism in …

Rex: Representative extrapolating relational databases

TS Buda, T Cerqueus, C Grava, J Murphy - Information Systems, 2017 - Elsevier
Generating synthetic data is useful in multiple application areas (eg, database testing,
software testing). Nevertheless, existing synthetic data generators are either limited to …

VFDS: An application to generate fast sample databases

TS Buda, T Cerqueus, J Murphy… - Proceedings of the 23rd …, 2014 - dl.acm.org
Large amounts of data often require expensive and time-consuming analysis. Therefore,
highly scalable and efficient techniques are necessary to process, analyze and discover …

Алгоритм репрезентативного сэмплинга для систем баз данных на основе фрагментного параллелизма

ДД Янцен, МЛ Цымблер - Вестник Южно-Уральского …, 2014 - cyberleninka.ru
Сэмплинг является популярным подходом к обработке сверхбольших баз данных в
широком спектре приложений, связанных с интеллектуальным анализом данных …

Paper accepted at IRI 2016!

T Cerqueus - thomascerqueus.fr
This paper [1] presents a method to evaluate Value Generalisation Hierarchies—tree-like
structures used in the data anonymisation process—with the aim of improving their …