Optimized Preprocessing and Machine Learning for Quantitative Raman Spectroscopy in Biology.
Emily E. StoreyAmr S. HelmyPublished in: CoRR (2019)
Keyphrases
- machine learning
- preprocessing
- raman spectra
- computational biology
- x ray
- machine learning methods
- feature selection
- data mining
- machine learning and data mining
- quantitative and qualitative
- inductive learning
- learning tasks
- text classification
- decision trees
- machine learning algorithms
- multi component
- quantitative measures
- molecular biology
- computer vision
- infrared
- knowledge acquisition
- preprocessing step
- feature extraction
- computer science
- protein structure prediction
- knowledge representation
- machine learning approaches
- semi supervised learning
- knowledge discovery
- natural language processing
- computational intelligence
- post processing
- information extraction
- learning algorithm
- qualitative and quantitative
- expert systems
- supervised machine learning
- real world
- pattern recognition