An online peak extraction algorithm for ion mobility spectrometry data.
Dominik KopczynskiSven RahmannPublished in: Algorithms Mol. Biol. (2015)
Keyphrases
- input data
- data analysis
- noisy data
- data sets
- learning algorithm
- data reduction
- recognition algorithm
- data collection
- objective function
- image data
- computational cost
- dynamic programming
- synthetic data
- neural network
- single scan
- worst case
- similarity measure
- cost function
- computational complexity
- probability distribution
- knowledge discovery
- significant improvement
- simulated annealing
- online learning
- expectation maximization
- preprocessing
- original data
- data distribution
- segmentation algorithm
- dimensional data
- data structure
- matching algorithm
- spatial data
- lower bound
- high dimensional data
- np hard
- search space
- k means
- probabilistic model