Algorithm for Automatic Peak Detection and Quantification for GC-IMS Spectra.
Jorge M. FernandesValentina VassilenkoPaulo H. SantosPublished in: DoCEIS (2020)
Keyphrases
- peak detection
- dynamic programming
- detection algorithm
- improved algorithm
- matching algorithm
- optimization algorithm
- learning algorithm
- preprocessing
- multiresolution
- k means
- np hard
- probabilistic model
- computational cost
- similarity measure
- memory requirements
- convex hull
- times faster
- simulated annealing
- experimental evaluation
- significant improvement
- optimal solution
- objective function
- data sets
- theoretical analysis
- cost function
- search space
- artificial neural networks
- computational complexity
- convergence rate
- recognition algorithm
- genetic algorithm