Fine-Tuning Algorithm Parameters Using the Design of Experiments Approach.
Aldy GunawanHoong Chuin Lau LindawatiPublished in: LION (2011)
Keyphrases
- fine tuning
- improved algorithm
- cost function
- fine tune
- expectation maximization
- times faster
- computational cost
- learning algorithm
- dynamic programming
- detection algorithm
- parameter estimation
- optimization algorithm
- data sets
- computationally efficient
- theoretical analysis
- clustering method
- parameter values
- parameter selection
- linear programming
- computational complexity
- search space
- preprocessing
- fine tuned
- em algorithm
- similarity measure
- viable alternative
- design parameters
- objective function
- optimal parameters
- parameter settings
- user interface
- design process
- np hard
- simulated annealing
- input data
- segmentation algorithm
- maximum likelihood