A Parallel Peak Extraction Algorithm Based on Computational Intensity Prediction Using a Machine Learning Model.
Liyang LinFan GaoPeng YuePublished in: Agro-Geoinformatics (2022)
Keyphrases
- probabilistic model
- mathematical model
- machine learning
- theoretical analysis
- prediction model
- algorithm employs
- learning algorithm
- objective function
- cost function
- recognition algorithm
- final result
- estimation algorithm
- classification algorithm
- detection algorithm
- optimal solution
- prior information
- em algorithm
- closed form
- computational model
- expectation maximization
- bayesian framework
- decision trees
- similarity measure
- selection algorithm
- transfer function
- prediction algorithm
- parallel version
- optimization method
- computationally tractable
- neural network
- dynamic programming
- bayesian networks
- computational complexity
- preprocessing
- search space
- k means
- matching algorithm
- input data
- prediction error
- information extraction
- worst case
- optimization model
- predictive model
- evolutionary algorithm
- simulated annealing
- segmentation algorithm
- tree structure