An upgraded bat algorithm for tuning extreme learning machines for data classification.
Adis AlihodzicEva TubaMilan TubaPublished in: GECCO (Companion) (2017)
Keyphrases
- data sets
- input data
- data reduction
- classification algorithm
- learning algorithm
- preprocessing
- dynamic programming
- computational complexity
- database
- data distribution
- noisy data
- detection algorithm
- classification method
- data points
- np hard
- synthetic datasets
- data analysis
- data structure
- extreme learning machines
- incomplete data
- large scale data sets
- spectral clustering
- labeling process
- privacy preserving
- machine learning
- segmentation algorithm
- support vector machine svm
- data mining techniques
- worst case
- data sources
- k means
- search space
- training samples
- knowledge discovery
- classification accuracy
- classification scheme
- parameter tuning
- clustering analysis
- classification trees
- feature vectors
- neural network