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
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;
Conference_Titel :
Automation Congress, 2006. WAC '06. World
Conference_Location :
Budapest
Print_ISBN :
1-889335-33-9
DOI :
10.1109/WAC.2006.376041
