In-database feature selection using rough set theory

F Beer, U Bühler - … Processing and Management of Uncertainty in …, 2016 - Springer
Despite their traditional roles, database systems increasingly became attractive as scalable
analytical platforms using extensible SQL over the last decade. This methodology is termed …

[PDF][PDF] A Hybrid Flow-based Intrusion Detection System Incorporating Uncertainty

F Beer - 2022 - kobra.uni-kassel.de
The advances of today's cyberattacks threatening network infrastructures are both versatile
and alarming. This requires thoroughly planned security solutions to spot malicious behavior …

In-database rule learning under uncertainty: A variable precision rough set approach

F Beer, U Bühler - Uncertainty Management with Fuzzy and Rough Sets …, 2019 - Springer
Abstract Relational Database Systems are the predominant repositories to store mission-
critical information collected from industrial sensor devices, business transactions and …

[PDF][PDF] Query answering for rough EL ontologies

R Peñaloza, V Thost, AY Turhan - Sixteenth International Conference …, 2018 - cdn.aaai.org
Querying large datasets with incomplete and vague data is still a challenge. Ontology-based
query answering extends standard database query answering by background knowledge …

Query answering for rough EL ontologies (extended technical report)

R Peñaloza, V Thost, AY Turhan - arXiv preprint arXiv:1808.01877, 2018 - arxiv.org
Querying large datasets with incomplete and vague data is still a challenge. Ontology-based
query answering extends standard database query answering by background knowledge …