A sliced inverse regression approach for data stream.
Marie ChaventStéphane GirardVanessa Kuentz-SimonetBenoit LiquetThi Mong Ngoc NguyenJérôme SaraccoPublished in: Comput. Stat. (2014)
Keyphrases
- data streams
- sliding window
- regression model
- streaming data
- change detection
- data stream mining
- space efficient
- linear regression
- regression problems
- distributed data streams
- stream data
- concept drift
- continuous queries
- regression function
- gaussian processes
- regression analysis
- polynomial regression
- frequent itemsets
- transactional data
- data distribution
- model selection
- regression algorithm
- itemsets
- regression method
- multi dimensional data
- stream processing
- ridge regression
- stream mining
- locally weighted
- outlier detection
- continuous data streams
- high speed data streams
- association rules