Summarizing Multidimensional Data Streams: A Hierarchy-Graph-Based Approach.
Yoann PitarchAnne LaurentPascal PonceletPublished in: PAKDD (2) (2010)
Keyphrases
- data streams
- sliding window
- graph theory
- random walk
- data sets
- multi dimensional
- graph representation
- graph based algorithm
- concept drift
- directed graph
- sensor data
- tree shaped
- sensor networks
- stream data
- graph model
- graph structure
- directed acyclic graph
- weighted graph
- spanning tree
- change detection
- multidimensional data
- hierarchical structure
- distributed data streams
- connected components
- streaming data
- undirected graph
- graph construction
- tree structure
- structured data