The Bayesian Algorithm for Microwave Precipitation Retrieval (BAMPR): potential and application to TRMM data.
Sabatino Di MicheleAlessandra TassaAlberto MugnaiFrank S. MarzanoPublished in: IGARSS (2003)
Keyphrases
- input data
- data sets
- noisy data
- data analysis
- information loss
- synthetic data
- detection algorithm
- bayesian methods
- synthetic datasets
- data reduction
- prior information
- matching algorithm
- expectation maximization
- image data
- knowledge discovery
- optimal solution
- np hard
- cost function
- information retrieval
- computational complexity
- objective function
- data structure
- high dimensional data
- clustering method
- bayesian networks
- worst case
- probabilistic model
- data sources
- similarity measure
- learning algorithm
- database
- dynamic programming
- original data
- video sequences
- query expansion
- em algorithm
- preprocessing
- probability distribution