Comparative Evaluation of Temporal Nodes Bayesian Networks and Networks of Probabilistic Events in Discrete Time.
Severino F. GalánGustavo Arroyo-FigueroaFrancisco Javier DíezLuis Enrique SucarPublished in: MICAI (2004)
Keyphrases
- comparative evaluation
- bayesian networks
- conditional probability tables
- causal networks
- conditional probability distributions
- network structure
- probabilistic networks
- temporal relations
- temporal data
- temporal patterns
- temporal information
- causal relationships
- temporal relationships
- probabilistic reasoning
- conditional probabilities
- probabilistic model
- time stamped
- temporal events
- temporal ordering
- probabilistic inference
- probability distribution
- spatio temporal
- probabilistic knowledge
- graphical models
- event sequences
- temporal structure
- bayesian belief networks
- temporal sequences
- small world
- mobile nodes
- network nodes
- neighboring nodes
- real world networks
- social networks
- conditional independence
- random variables
- temporal constraints
- belief networks
- language model
- markov chain
- information retrieval
- network topologies
- temporal context
- shortest path
- temporal reasoning
- temporal order
- directed graph
- event detection
- centrality measures
- generative model