Global Induction of Decision Trees: From Parallel Implementation to Distributed Evolution.
Marek KretowskiPiotr PopczynskiPublished in: ICAISC (2008)
Keyphrases
- parallel implementation
- decision trees
- rule induction
- globally distributed
- constructive induction
- global knowledge
- parallel computation
- machine learning
- induction algorithms
- parallel computers
- distributed memory
- decision tree induction
- multivariate decision trees
- predictive accuracy
- parallel implementations
- mobile agents
- peer to peer
- computer networks
- fully distributed
- distributed environment
- distributed systems
- embedded processors
- feature construction
- oblique decision trees
- decision rules
- naive bayes
- cooperative
- multi agent
- distributed computing
- concept learning
- inductive learning
- computing environments
- decision tree learning
- fault tolerant
- remote sites
- classification rules
- wireless sensor networks