On optimal multiple changepoint algorithms for large data.
Robert MaidstoneToby HockingGuillem RigaillPaul FearnheadPublished in: Stat. Comput. (2017)
Keyphrases
- data structure
- data mining algorithms
- data sets
- data analysis
- data collection
- data reduction
- noisy data
- sampled data
- sensor data
- data quality
- incomplete data
- evolutionary algorithm
- data sources
- worst case
- data mining techniques
- database
- original data
- high quality
- synthetic data
- data distribution
- neural network
- learning models
- complex data
- discrete data
- data mining
- machine learning algorithms
- raw data
- statistical methods
- machine learning
- theoretical analysis
- statistical analysis
- optimization problems
- probability distribution
- prior knowledge
- xml documents
- training data
- computational complexity
- data streams