Optimizing the Empirical Parameters of the Data-Driven Algorithm for SIF Retrieval for SIFIS Onboard TECIS-1 Satellite.
Chu ZouShanshan DuXinjie LiuLiangyun LiuYuyang WangZhen LiPublished in: Sensors (2021)
Keyphrases
- data driven
- expectation maximization
- computational cost
- dynamic programming
- optimization algorithm
- input data
- search space
- high accuracy
- theoretical analysis
- similarity measure
- np hard
- experimental evaluation
- parameter tuning
- tree structure
- em algorithm
- levenberg marquardt
- matching algorithm
- times faster
- cost function
- information retrieval
- computational complexity
- objective function
- optimal solution
- data structure
- neural network
- optimal parameters
- parameter selection
- machine learning
- maximum likelihood estimation
- learning algorithm
- detection algorithm
- segmentation algorithm
- knn
- query expansion
- search algorithm
- particle swarm optimization
- preprocessing
- feature space
- linear programming
- simulated annealing
- worst case