Constructing Pathway-Based Priors within a Gaussian Mixture Model for Bayesian Regression and Classification.
Shahin BolukiMohammad Shahrokh EsfahaniXiaoning QianEdward R. DoughertyPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2019)
Keyphrases
- gaussian mixture model
- feature vectors
- maximum likelihood
- mixture model
- feature space
- em algorithm
- support vector
- expectation maximization
- density estimation
- speaker recognition
- gaussian mixture
- model selection
- prior probabilities
- machine learning
- background subtraction
- text classification
- relevance vector machine
- decision trees
- feature selection
- gaussian processes
- gaussian mixture modeling
- maximum likelihood criterion
- feature extraction
- object detection
- prior distribution
- image segmentation
- regression model
- supervised learning
- support vector machine
- probabilistic neural network
- training set
- bayesian information criterion
- information retrieval