Finding group structures in "Big Data" in healthcare research using mixture models.
Shu-Kay NgGeoffrey J. McLachlanPublished in: BIBM (2016)
Keyphrases
- mixture model
- big data
- big data analytics
- cloud computing
- gaussian mixture model
- generative model
- density estimation
- em algorithm
- probabilistic model
- health informatics
- data science
- data management
- data analysis
- model selection
- expectation maximization
- language model
- unsupervised learning
- social media
- data processing
- business intelligence
- vast amounts of data
- maximum likelihood
- knowledge discovery
- mixture modeling
- automatic model selection
- data mining
- data driven decision making
- health care
- information systems
- business analytics
- model based clustering
- gaussian mixture
- metadata
- machine learning