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» Using Data Mining for Wine Quality Assessment
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138
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SAC
2005
ACM
15 years 9 months ago
The role of visualization in effective data cleaning
Using visualization techniques to assist conventional data mining tasks has attracted considerable interest in recent years. This paper addresses a challenging issue in the use of...
Yu Qian, Kang Zhang
118
Voted
HICSS
2010
IEEE
167views Biometrics» more  HICSS 2010»
15 years 10 months ago
Bayesian Networks for the Assessment of the Effect of Urbanization on Stream Macroinvertebrates
It is generally acknowledged that macroinvertebrates are good indicators of water quality in streams, as a number of taxa are sensitive to pollution and integrate their response t...
Kenneth H. Reckhow
146
Voted
MSR
2005
ACM
15 years 9 months ago
A framework for describing and understanding mining tools in software development
We propose a framework for describing, comparing and understanding tools for the mining of software repositories. The fundamental premise of this framework is that mining should b...
Daniel M. Germán, Davor Cubranic, Margaret-...
145
Voted
ICDM
2002
IEEE
188views Data Mining» more  ICDM 2002»
15 years 8 months ago
A Comparative Study of RNN for Outlier Detection in Data Mining
We have proposed replicator neural networks (RNNs) as an outlier detecting algorithm [15]. Here we compare RNN for outlier detection with three other methods using both publicly a...
Graham J. Williams, Rohan A. Baxter, Hongxing He, ...
143
Voted
BMCBI
2010
164views more  BMCBI 2010»
15 years 1 months ago
Merged consensus clustering to assess and improve class discovery with microarray data
Background: One of the most commonly performed tasks when analysing high throughput gene expression data is to use clustering methods to classify the data into groups. There are a...
T. Ian Simpson, J. Douglas Armstrong, Andrew P. Ja...