A decision support system for DM algorithm selection based on module extraction

T Man, NA Zhukova, AM Thaw, SA Abbas - Procedia Computer Science, 2021 - Elsevier
Data mining techniques are needed in various fields. However, most data researchers do
not have sufficient knowledge and experience. Due to the significant number of algorithms …

A meta-mining ontology framework for data processing

M Tianxing, N Zhukova, A Vodyaho… - International Journal of …, 2021 - igi-global.com
Extracting knowledge from data streams received from observed objects through data
mining is required in various domains. However, there is a lack of any kind of guidance on …

Domain-oriented multilevel ontology for adaptive data processing

M Tianxing, E Stankova, A Vodyaho, N Zhukova… - … Science and Its …, 2020 - Springer
In the data mining domain, the diversity of algorithms and the clutter of data make the
knowledge discovery process very unfriendly to many non-computer professional …

The data mining dataset characterization ontology

M Tianxing, N Zhukova - … Systems and Applications: Proceedings of the …, 2022 - Springer
Data mining technology is applied in kinds of domains in real life. But the diversity of
algorithms is bothering many data researchers. Many data mining knowledge bases have …

[PDF][PDF] Meta mining ontology framework for domain data processing

M Tianxing, A Vodyaho, N Zhukova… - Conference of Open …, 2020 - academia.edu
Extracting knowledge from real-life data through data mining is a complicated process. Meta-
learning helps optimize algorithm parameters to improve the performance of data mining …

Онтологические модели трансформации данных о состоянии технических объектов

НА Жукова - Онтология проектирования, 2019 - cyberleninka.ru
Для наблюдения за техническими объектами на них устанавливается множество
датчиков, которые позволяют собирать данные о состоянии этих объектов. В …