Locating Changes in Highly Dependent Data with Unknown Number of Change Points.
Azadeh KhaleghiDaniil RyabkoPublished in: NIPS (2012)
Keyphrases
- data sets
- data processing
- data points
- small number
- original data
- data collection
- data analysis
- database
- raw data
- information systems
- high quality
- image data
- data sources
- computational complexity
- data structure
- historical data
- complex data
- data quality
- training data
- small fraction
- randomly distributed
- huge number
- highly correlated
- data distribution
- experimental data
- missing data
- synthetic data
- high dimensional data
- statistical analysis
- computer systems
- probability distribution
- prior knowledge