Principal Component Analysis for Distributed Data Sets with Updating.
Zheng-Jian BaiRaymond H. ChanFranklin T. LukPublished in: APPT (2005)
Keyphrases
- data sets
- principal component analysis
- benchmark data sets
- distributed systems
- dimension reduction
- database
- cooperative
- lightweight
- peer to peer
- training set
- multi agent
- communication cost
- high dimensional data
- covariance matrix
- linear discriminant analysis
- independent component analysis
- fault tolerant
- dimension reduction methods
- symbolic data
- communication overhead
- real world data sets
- distributed data
- real world
- principal components
- genetic algorithm
- mobile agents
- case study
- input data
- low dimensional
- face recognition
- data streams
- high dimensional