Title :
Finding unique records in unknown data
Author :
Winburn, M. ; Wheeler, Aaron
Author_Institution :
3 Sigma Res., Indialantic, FL, USA
fDate :
30 Sept.-4 Oct. 2003
Abstract :
We describe techniques to identify data records that have unique or novel field value combinations. These techniques allow the rapid identification of unique records in data sets without a priori knowledge of field values or field-value ranges. This results in the formulation and creation of new knowledge about the data, based on information that is not evident and is not otherwise easily obtained.
Keywords :
data analysis; data mining; data structures; records management; data mining; data records identification technique; data sets; data structures; unique field value; Algorithm design and analysis; Association rules; Boolean functions; Data mining; Data privacy; Data structures; Databases;
Conference_Titel :
Integration of Knowledge Intensive Multi-Agent Systems, 2003. International Conference on
Print_ISBN :
0-7803-7958-6
DOI :
10.1109/KIMAS.2003.1245104
