Parameterized Clustering Cleaning Approach for High-Dimensional Datasets with Class Overlap and Imbalance.
Navansh GoelMohanapriya SingaraveluShivani GuptaSriram NamanaRicha SinghRanjeet KumarPublished in: SN Comput. Sci. (2023)
Keyphrases
- high dimensional datasets
- outlier detection
- clustering framework
- high dimensional data
- high dimensionality
- clustering quality
- high dimensional
- concept drift
- k means
- clustering algorithm
- nearest neighbor
- class labels
- data sets
- data points
- pattern recognition
- databases
- low dimensional
- unsupervised learning
- clustering method
- image data
- feature space
- data analysis
- computer vision
- high dimensional spaces
- neural network