14 search results - page 1 / 3 » UMiner: A Data Mining System Handling Uncertainty and Qualit... |
EDBT
2002
ACM
14 years 5 months ago
2002
ACM
In this paper we present UMiner, a new data mining system, which improves the quality of the data analysis results, handles uncertainty in the clustering & classification proce...
EDBT
2000
ACM
13 years 9 months ago
2000
ACM
The KDD process aims at the discovery and extraction of “useful” knowledge (such as interesting patterns, classification, rules etc) from large data repositories. A widely rec...
FSKD
2010
Springer
13 years 2 months ago
2010
Springer
Uncertainty is the intrinsic property of spatial data and one of important factors affecting the course of spatial data mining. There are diversiform forms for the essentiality an...
ICDE
2008
IEEE
14 years 6 months ago
2008
IEEE
Scientific and intelligence applications have special data handling needs. In these settings, data does not fit the standard model of short coded records that had dominated the dat...
FSKD
2006
Springer
13 years 8 months ago
2006
Springer
Data mining tools generally deal with highly structured and precise data. However, classical methods fail to handle imprecise or uncertain information. This paper proposes a neuro-...