Analysis of Algorithm Components and Parameters: Some Case Studies.
Nguyen DangPatrick De CausmaeckerPublished in: LION (2018)
Keyphrases
- preprocessing
- case study
- times faster
- improved algorithm
- objective function
- experimental evaluation
- learning algorithm
- optimization algorithm
- theoretical analysis
- dynamic programming
- detection algorithm
- expectation maximization
- high accuracy
- worst case
- computational cost
- np hard
- cost function
- data analysis
- computational complexity
- search space
- maximum likelihood
- computationally efficient
- parameter settings
- recognition algorithm
- estimation algorithm
- parameter tuning
- tree structure
- initial estimates
- parameter choices
- segmentation algorithm
- em algorithm
- input data
- k means
- optimal solution
- bayesian networks
- similarity measure
- face recognition
- decision trees