The Variational Ising Classifier (VIC) Algorithm for Coherently Contaminated Data.
Oliver WilliamsAndrew BlakeRoberto CipollaPublished in: NIPS (2004)
Keyphrases
- input data
- noisy data
- learning algorithm
- data sets
- training data
- classification algorithm
- preprocessing
- data reduction
- similarity measure
- detection algorithm
- training samples
- image segmentation
- data analysis
- segmentation algorithm
- support vector machine svm
- np hard
- probabilistic model
- data points
- mixed data
- classification method
- labeling process
- classification rate
- synthetic datasets
- classification trees
- sample set
- unseen data
- training examples
- expectation maximization
- data mining techniques
- feature set
- data sources
- training set
- feature space
- optimal solution
- objective function
- decision trees
- clustering algorithm