Outlier detection of air temperature series data using probabilistic finite state automata-based algorithm.
Jun ShenMinhua YangBin ZouNeng WanYufang LiaoPublished in: Complex. (2012)
Keyphrases
- outlier detection
- detection algorithm
- finite state
- database
- data sets
- detect outliers
- high dimensional datasets
- dynamic programming
- knowledge discovery
- learning algorithm
- data reduction
- k means
- data streams
- uncertain data
- test data
- distance based outlier detection
- detecting outliers
- uncertain objects
- density based clustering
- search space
- data analysis
- machine learning
- markov decision processes
- feature selection
- markov chain
- probability distribution