A Novel Approach to Panel Data Clustering: Integrating Feature Extraction and Weighted Distance Functions.
Xiqin AoMideth B. AbisadoPublished in: ICAICE (2023)
Keyphrases
- data clustering
- distance function
- feature extraction
- similarity search
- weighting schemes
- knn
- clustering algorithm
- nearest neighbor
- k means
- spectral clustering
- cluster analysis
- data points
- metric space
- distance measure
- deterministic annealing
- unsupervised learning
- euclidean distance
- exploratory data analysis
- dimensionality reduction
- distance metric
- face recognition
- feature space
- dimension reduction
- feature selection
- unsupervised feature selection
- pattern recognition
- image processing
- database systems
- feature vectors
- uncertain objects
- partitional clustering
- principal component analysis
- query processing
- pairwise
- object recognition
- bayesian networks
- decision trees