Encoding Temporal Markov Dynamics in Graph for Time Series Visualization.
Lu LiuZhiguang WangPublished in: CoRR (2016)
Keyphrases
- multivariate time series
- markov property
- graph layout
- temporal patterns
- temporal evolution
- temporal data
- graph drawing
- temporal characteristics
- temporal context
- temporal information
- multivariate time series data
- directed acyclic graph
- random walk
- graph representation
- spatio temporal
- temporal constraints
- markov chain
- graph structure
- temporal reasoning
- temporal dependencies
- temporal behavior
- quasi periodic
- graph model
- spatial and temporal
- dynamic time warping
- weighted graph
- vector autoregressive
- non stationary
- structured data
- dynamic model
- temporal abstractions
- graph theory
- visualization tools
- temporal sequences
- graph theoretic
- state space
- bipartite graph
- directed graph
- graph mining
- visualization tool
- data analysis
- graph databases
- self organizing maps
- dynamical systems
- markov model
- undirected graph
- temporal databases
- time stamped
- data visualization
- encoding scheme