Unsupervised manifold learning of collective behavior.
Mathew TitusGeorge HagstromJames R. WatsonPublished in: PLoS Comput. Biol. (2021)
Keyphrases
- manifold learning
- collective behavior
- semi supervised
- discriminant projection
- swarm intelligence
- diffusion maps
- low dimensional
- dimensionality reduction
- unsupervised learning
- dimension reduction
- high dimensional
- social behavior
- nonlinear dimensionality reduction
- feature extraction
- supervised learning
- laplacian eigenmaps
- manifold structure
- physical world
- sparse representation
- manifold embedding
- locally linear embedding
- information flow
- data sets
- feature space
- active learning
- evolutionary algorithm
- high dimensional data
- low dimensional manifolds
- simulated annealing
- machine learning