77 search results - page 4 / 16 » Mining with Noise Knowledge: Error Aware Data Mining |
ICTAI
2005
IEEE
13 years 11 months ago
2005
IEEE
Learning from noisy data is a challenging and reality issue for real-world data mining applications. Common practices include data cleansing, error detection and classifier ensemb...
KAIS
2000
13 years 5 months ago
2000
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...
CORR
2011
Springer
13 years 23 days ago
2011
Springer
This paper uses the techniques of spatial data mining (SDM) and change detection (CD) in the field of geospatial information processing. Assuming the feasibility of discovering kno...
DATAMINE
2006
13 years 5 months ago
2006
Different from traditional association-rule mining, a new paradigm called Ratio Rule (RR) was proposed recently. Ratio rules are aimed at capturing the quantitative association kno...
ICDM
2003
IEEE
13 years 11 months ago
2003
IEEE
The data stream captured by recording inhabitantdevice interactions in an environment can be mined to discover significant patterns, which an intelligent agent could use to automa...