- Tytuł:
- Methodologies of knowledge discovery from data and data mining methods in mechanical engineering
- Autorzy:
-
Rogalewicz, M.
Sika, R. - Powiązania:
- https://bibliotekanauki.pl/articles/407431.pdf
- Data publikacji:
- 2016
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
knowledge discovery
data mining methods
data mining methodology - Opis:
- The paper contains a review of methodologies of a process of knowledge discovery from data and methods of data exploration (Data Mining), which are the most frequently used in mechanical engineering. The methodologies contain various scenarios of data exploring, while DM methods are used in their scope. The paper shows premises for use of DM methods in industry, as well as their advantages and disadvantages. Development of methodologies of knowledge discovery from data is also presented, along with a classification of the most widespread Data Mining methods, divided by type of realized tasks. The paper is summarized by presentation of selected Data Mining applications in mechanical engineering.
- Źródło:
-
Management and Production Engineering Review; 2016, 7, 4; 97-108
2080-8208
2082-1344 - Pojawia się w:
- Management and Production Engineering Review
- Dostawca treści:
- Biblioteka Nauki
Artykuł