IHBA: An Improved Homogeneity-Based Algorithm for Data Classification.
Fatima BekaddourMohammed Amine ChikhPublished in: CIIA (2015)
Keyphrases
- data sets
- preprocessing
- data reduction
- classification algorithm
- support vector machine svm
- noisy data
- benchmark data sets
- input data
- classification scheme
- data structure
- data analysis
- dynamic programming
- np hard
- incomplete data
- original data
- detection algorithm
- data sources
- training samples
- classification trees
- segmentation algorithm
- feature extraction
- training data
- extracted features
- learning algorithm
- high dimensional data
- clustering method
- optimal solution
- computational complexity
- synthetic datasets
- clustering analysis
- large scale data sets
- objective function
- genetic algorithm
- bayesian methods
- feature selection
- neural network
- decision trees
- classification method
- k means
- missing data
- support vector
- feature space
- database
- search space
- feature vectors
- xml documents