178
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PKDD
15 years 11 months ago
2005 Springer 
We consider a problem of elastic matching of time series. We propose an algorithm that automatically determines a subsequence b of a target time series b that best matches a query ...
166
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PKDD
15 years 11 months ago
2005 Springer 
Cost-sensitive decision tree and cost-sensitive naïve Bayes are both new cost-sensitive learning models proposed recently to minimize the total cost of test and misclassifications...
169
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PKDD
15 years 11 months ago
2005 Springer 
Location-awareness and prediction of future locations is an important problem in pervasive and mobile computing. In cellular systems (e.g., GSM) the serving cell is easily availabl...
161
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PKDD
15 years 11 months ago
2005 Springer
Abstract. We describe work aimed at cost-constrained knowledge discovery in the biomedical domain. To improve the diagnostic/prognostic models of cancer, new biomarkers are studied...
166
Voted
PKDD
15 years 11 months ago
2005 Springer 
We examine the problem of monitoring and identification of correlated burst patterns in multi-stream time series databases. Our methodology is comprised of two steps: a burst dete...
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Data Mining