Tracing outliers in the dataset of Drosophila suzukii records with the Isolation Forest method.
Ugo SantosuossoAlessandro CiniAlessio PapiniPublished in: J. Big Data (2020)
Keyphrases
- high precision
- databases
- experimental evaluation
- significant improvement
- feature set
- synthetic data
- prior knowledge
- high dimensional
- pairwise
- noisy data
- optimization method
- data mining
- missing data
- experimental study
- clustering method
- dynamic programming
- cost function
- optimization algorithm
- detection algorithm
- computationally efficient
- detection method
- genetic algorithm
- database
- image sequences
- segmentation method
- similarity measure