An Online Peak Extraction Algorithm for Ion Mobility Spectrometry Data.
Dominik KopczynskiSven RahmannPublished in: WABI (2014)
Keyphrases
- input data
- data sets
- learning algorithm
- noisy data
- data collection
- data analysis
- simulated annealing
- database
- detection algorithm
- optimization algorithm
- knowledge discovery
- dynamic programming
- prior information
- recognition algorithm
- expectation maximization
- data reduction
- cost function
- k means
- computational cost
- data distribution
- decision trees
- clustering method
- training data
- objective function
- convergence rate
- optimal solution
- data structure
- computational complexity
- preprocessing
- search space
- synthetic datasets
- data sources
- single scan
- passive aggressive
- spectral clustering
- synthetic data
- segmentation algorithm
- labeled data
- worst case
- data points
- np hard
- feature selection