The method of elf-files identification based on the metric classification algorithms.
Igor A. ZikratovIgor PantiukhinIrina E. KrivtsovaNikita DruzhininPublished in: FRUCT (2016)
Keyphrases
- significant improvement
- machine learning methods
- preprocessing
- computationally efficient
- classification algorithm
- theoretical analysis
- classification method
- computational complexity
- classification accuracy
- computational efficiency
- computational cost
- classification process
- support vector machine svm
- support vector machine
- unsupervised learning
- pattern classification
- similarity measure
- nearest neighbor algorithm
- detection method
- distance function
- decision rules
- combinatorial optimization
- benchmark data sets
- accuracy rate
- model selection
- image classification
- feature set
- learning algorithm
- data structure
- pattern recognition
- machine learning
- clustering method
- nearest neighbour
- classification scheme
- feature space
- high dimensional
- active learning
- dynamic programming
- distance metric
- probabilistic model
- cross validation
- segmentation method