An optimal method to segment piecewise poisson distributed signals with application to sequencing data.
Junbo DuanCharles SoussenDavid BrieJérôme IdierYu-Ping WangMingxi WanPublished in: EMBC (2015)
Keyphrases
- synthetic data
- data sets
- test data
- prior knowledge
- dynamic programming
- statistical methods
- closed form
- input data
- detection method
- linear model
- data analysis
- image data
- noisy data
- contingency tables
- piecewise linear
- correlation analysis
- segmentation method
- database
- data sources
- distributed systems
- similarity measure
- support vector machine
- objective function
- preprocessing
- missing values
- significant improvement
- data mining
- data mining techniques
- spectral analysis
- feature extraction
- xml documents
- data distribution
- data points
- missing data
- medical images
- clustering method
- model selection
- signal processing