A Method for Reducing Training Time of ML-Based Cascade Scheme for Large-Volume Data Analysis.
Ivan IzoninRoman MuzykaRoman TkachenkoIvanna DronyukKyrylo YemetsStergios Aristoteles MitoulisPublished in: Sensors (2024)
Keyphrases
- data analysis
- significant improvement
- high precision
- experimental evaluation
- detection method
- computational cost
- training algorithm
- data mining
- training process
- training samples
- high accuracy
- classification accuracy
- cost function
- pairwise
- objective function
- decision trees
- machine learning
- image registration
- data warehouse
- preprocessing
- feature set
- computational complexity
- segmentation method
- training data