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IDA
2002
Springer
13 years 4 months ago
2002
Springer
This paper introduces a strategy for training ensemble classifiers by analysing boosting within margin theory. We present a bound on the generalisation error of ensembled classifi...
IDA
2002
Springer
13 years 4 months ago
2002
Springer
Short, high-dimensional, Multivariate Time Series (MTS) data are common in many fields such as medicine, finance and science, and any advance in modelling this kind of data would b...
CONNECTION
2002
13 years 4 months ago
2002
In the USNavy,at the endof eachsailor's tour of duty, he or she is assigned to a newjob. TheNavyemployssome 280people,called detailers, full timeto effect thesenew assignment...
IDA
2002
Springer
13 years 4 months ago
2002
Springer
Recently we presented a new approach [20] to the classification problem arising in data mining. It is based on the regularization network approach but in contrast to other methods...
IDA
2002
Springer
13 years 4 months ago
2002
Springer
Feature subset selection is important not only for the insight gained from determining relevant modeling variables but also for the improved understandability, scalability, and pos...