Bayesian Networks for Lossless Dataset Compression.
Scott DaviesAndrew W. MoorePublished in: KDD (1999)
Keyphrases
- bayesian networks
- image compression
- lossless compression
- lossy compression
- compression algorithm
- arithmetic coding
- compression ratio
- progressive transmission
- predictive coding
- compression scheme
- data compression
- structure learning
- jpeg ls
- lossless data compression
- compression standards
- lossless coding
- expert knowledge
- probability distribution
- probabilistic reasoning
- lempel ziv
- probabilistic model
- inference in bayesian networks
- multiresolution
- conditional independence
- image quality
- benchmark datasets
- random variables
- lossless image compression
- perceptual quality
- conditional probabilities
- learning bayesian networks
- complex domains
- incomplete data