2111 search results - page 54 / 423 » An Approach to Software Testing of Machine Learning Applicat... |
FATES
2003
Springer
15 years 7 months ago
2003
Springer
We present work on a tool environment for model-based testing with the Abstract State Machine Language (AsmL). Our environment supports semiautomatic parameter generation, call seq...
100
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MLDM
2007
Springer
15 years 8 months ago
2007
Springer
In this paper we show how frequent sequence mining (FSM) can be applied to data produced by monitoring distributed enterprise applications. In particular we show how we applied FSM...
110
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ICSE
2008
IEEE-ACM
16 years 3 months ago
2008
IEEE-ACM
Pervasive computing software adapts its behavior according to the changing contexts. Nevertheless, contexts are often noisy. Context inconsistency resolution provides a cleaner pe...
129
Voted
ML
2000
ACM
15 years 2 months ago
2000
ACM
We present an approach to inductive concept learning using multiple models for time series. Our objective is to improve the efficiency and accuracy of concept learning by decomposi...
124
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
We present a new, statistical approach to rule learning. Doing so, we address two of the problems inherent in traditional rule learning: The computational hardness of finding rule...