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National Science Foundation

Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

CPS-VO

Structure Learning

biblio

Visible to the public A Method for Hybrid Bayesian Network Structure Learning from Massive Data Using MapReduce

Submitted by K_Hooper on Wed, 12/20/2017 - 11:31am
  • MapReduce
  • uncertain knowledge representation
  • styling
  • Structure Learning
  • security
  • search problems
  • score-and-search-based algorithm
  • Resiliency
  • pubcrawl
  • parallel processing
  • network theory (graphs)
  • Mutual information
  • Massive Data
  • Markov processes
  • Algorithm design and analysis
  • learning (artificial intelligence)
  • Knowledge representation
  • Information Reuse
  • Hybrid Learning
  • hybrid Bayesian network structure learning
  • distributed hybrid structure learning algorithm
  • directed graphs
  • Data models
  • data mining model
  • Data mining
  • constraint-based algorithm
  • Bayes methods
  • Bayesian network

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