A Streaming Algorithm for Crowdsourced Data Classification.
Thomas BonaldRichard CombesPublished in: CoRR (2016)
Keyphrases
- data reduction
- input data
- data sets
- support vector machine svm
- preprocessing
- classification algorithm
- clustering analysis
- noisy data
- dynamic programming
- detection algorithm
- classification method
- learning algorithm
- synthetic datasets
- optimal solution
- training data
- data analysis
- data sources
- database
- data structure
- simulated annealing
- streaming data
- classification scheme
- classification trees
- irrelevant features
- similarity measure
- segmentation algorithm
- knowledge discovery
- k means
- computational complexity
- high quality
- feature extraction
- training samples
- expectation maximization
- missing values
- classification rules
- feature set
- low quality
- classification accuracy
- nearest neighbour
- objective function