Reduction of Variables and Generation of Functions Through Nearest Neighbor Relations in Threshold Networks.
Naohiro IshiiKazunori IwataKazuya OdagiriToyoshiro NakashimaTokuro MatsuoPublished in: EANN (2020)
Keyphrases
- nearest neighbor
- k nearest neighbor
- knn
- causal relations
- high dimensional
- data points
- high dimensional data
- network structure
- training set
- distance function
- random variables
- binary variables
- point algebra
- social networks
- real numbers
- network design
- similarity search
- variable selection
- nearest neighbor search
- heterogeneous networks
- nonlinear functions
- network analysis
- path consistency
- conditional probabilities
- basis functions
- discrete variables