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PKDD
2007
Springer
114views Data Mining» more  PKDD 2007»
13 years 11 months ago
Robust Visual Mining of Data with Error Information
Abstract. Recent results on robust density-based clustering have indicated that the uncertainty associated with the actual measurements can be exploited to locate objects that are ...
Jianyong Sun, Ata Kabán, Somak Raychaudhury
KDD
1997
ACM
115views Data Mining» more  KDD 1997»
13 years 9 months ago
Fast Robust Visual Data Mining
Ted Mihalisin, John Timlin
TVCG
2002
123views more  TVCG 2002»
13 years 4 months ago
Information Visualization and Visual Data Mining
Never before in history data has been generated at such high volumes as it is today. Exploring and analyzing the vast volumes of data becomes increasingly difficult. Information vi...
Daniel A. Keim
CIS
2007
Springer
13 years 11 months ago
Mining with Noise Knowledge: Error Aware Data Mining
—Real-world data mining deals with noisy information sources where data collection inaccuracy, device limitations, data transmission and discretization errors, or man-made pertur...
Xindong Wu
KAIS
2000
87views more  KAIS 2000»
13 years 4 months ago
An Index Structure for Data Mining and Clustering
Abstract. In this paper we present an index structure, called MetricMap, that takes a set of objects and a distance metric and then maps those objects to a k-dimensional space in s...
Xiong Wang, Jason Tsong-Li Wang, King-Ip Lin, Denn...