From parameter calibration to parameter learning: Revolutionizing large-scale geoscientific modeling with big data.
Wen-Ping TsaiMing PanKathryn LawsonJiangtao LiuDapeng FengChaopeng ShenPublished in: CoRR (2020)
Keyphrases
- big data
- parameter learning
- cloud computing
- data analysis
- bayesian networks
- big data analytics
- structure learning
- statistical learning
- data processing
- real world
- maximum likelihood
- conditional random fields
- business intelligence
- generative model
- markov random field
- social media
- data management
- knowledge discovery
- graphical models
- data mining
- decision support system
- expectation maximization
- information processing
- object oriented
- data warehousing
- case study
- feature selection