Statistical Analysis of Big Data Based on Parsimonious Models of High-Order Markov Chains.
Yurij S. KharinPublished in: ACMPT (2017)
Keyphrases
- high order
- markov chain
- big data
- statistical analysis
- transition probabilities
- markov models
- low order
- higher order
- markov model
- stochastic process
- bayesian logistic regression
- pairwise
- markov processes
- steady state
- data analysis
- random walk
- state space
- data mining
- hidden markov models
- data management
- data processing
- cloud computing
- social media
- business intelligence
- stationary distribution
- metadata
- tensor analysis
- data science
- model selection