A survey of dimension reduction and classification methods for RNA-Seq data on malaria vector.
Micheal Olaolu ArowoloMarion Olubunmi AdebiyiCharity AremuAyodele Ariyo AdebiyiPublished in: J. Big Data (2021)
Keyphrases
- dimension reduction
- high dimensional data
- data sets
- data mining techniques
- preprocessing
- data points
- data analysis
- high dimensional problems
- principal component analysis
- pattern recognition
- machine learning methods
- high dimensional
- data processing
- dimensionality reduction methods
- data collection
- discriminative information
- input data
- high dimensionality
- neural network
- machine learning
- image data
- data sources
- feature extraction
- feature vectors
- dimension reduction methods
- learning algorithm
- image processing
- statistical tests
- training data
- feature space
- data acquisition
- least squares
- training samples
- unsupervised learning
- knowledge discovery
- low dimensional
- support vector machine
- dimensionality reduction