DocumentCode
2926622
Title
New Data Preparation Process A Case Study for an Exomars Drill
Author
Santos, Bruno Rene ; Fonseca, Pedro Tiago ; Barata, Manuel ; Ribeiro, Rita A. ; Sousa, Pedro A C
Author_Institution
UNINOVA, Caparica
fYear
2006
fDate
24-26 July 2006
Firstpage
1
Lastpage
6
Abstract
This paper addresses the data preparation process for a drill fuzzy monitoring tool. The objective is to describe how to automatically generate fuzzy variables, for a drill monitoring system, using inferred nominal values and their dispersion for each variable. Here, we focus on the knowledge discovery tasks that encompass data extraction, data cleaning, data transformation and then the construction of the fuzzy variables.
Keywords
Mars; aerospace computing; data mining; data preparation; fuzzy reasoning; ExoMars drill; data cleaning; data preparation process; data transformation; drill fuzzy monitoring tool; drill monitoring system; fuzzy variables; knowledge discovery; Cleaning; Computerized monitoring; Data mining; Drilling; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Mars; Planetary orbits; Data Preparation; Drill; Fuzzy Inference Systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Automation Congress, 2006. WAC '06. World
Conference_Location
Budapest
Print_ISBN
1-889335-33-9
Type
conf
DOI
10.1109/WAC.2006.376041
Filename
4259957
Link To Document