Dataset Reduction Techniques to Speed Up SVD Analyses on Big Geo-Datasets.
Laurens BogaardtRomulo GoncalvesRaúl Zurita-MillaEmma Izquierdo-VerdiguierPublished in: ISPRS Int. J. Geo Inf. (2019)
Keyphrases
- synthetic datasets
- benchmark datasets
- training dataset
- massive datasets
- singular value decomposition
- uci datasets
- high dimensional datasets
- pascal voc
- class imbalanced data
- real life
- standard learning algorithms
- bag of words
- database
- uci machine learning repository
- million images
- decision trees
- statistical analysis
- microarray datasets
- image dataset
- social media
- feature selection
- gene expression datasets
- statistical tests
- big data
- synthetic and real datasets
- outlier detection
- text classification tasks
- street view