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Skip to Search Results- 2Feature Extraction
- 1Functional Data Analysis
- 1Hierarchical Classification
- 1Principal components analysis
- 1Process Data Analysis
- 1Time-dependent Cellular Response Profiles
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Fall 2019
Data-driven approaches have been profoundly studied and successfully applied for process industries, such as in the development of inferential sensors. Among a variety of modelling techniques, the latent variable modelling approaches are widely preferred, which can learn informative features from...
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Pattern Recognition of Time-dependent Cellular Response of Chemicals Based on Profile Shape Similarity
DownloadSpring 2014
As a potential approach to interpret Mode of Action (MoA), the shape of cellular response profiles associated with chemicals has been a key consideration. In this thesis, statistical pattern recognition methods using multiconcentration time-dependent cellular response profiles (TCRPs) are...