Mixture Model Approaches to Big Data Clustering and Classification.
Hani HamdanPublished in: BDAW (2016)
Keyphrases
- mixture model
- big data
- unsupervised learning
- density estimation
- finite mixture models
- mixture modeling
- em algorithm
- gaussian mixture model
- model selection
- model based clustering
- expectation maximization
- generative model
- probabilistic model
- supervised learning
- simultaneous clustering
- data analysis
- cloud computing
- clustering algorithm
- feature vectors
- social media
- k means
- machine learning
- maximum likelihood
- bayesian information criterion
- big data analytics
- data processing
- text classification
- data management
- pattern recognition
- database systems
- language model
- object recognition
- probabilistic mixture model
- database
- training set
- bayesian networks
- decision trees