Directly Modeling Missing Data in Sequences with RNNs: Improved Classification of Clinical Time Series.
Zachary Chase LiptonDavid C. KaleRandall C. WetzelPublished in: CoRR (2016)
Keyphrases
- missing data
- multiple imputation
- low rank
- missing values
- structure from motion
- automatic relevance determination
- incomplete data
- pattern recognition
- support vector machine
- matrix factorization
- machine learning
- imprecise data
- motion segmentation
- decision trees
- model selection
- recurrent neural networks
- feature selection
- chronic hepatitis
- data imputation
- statistical databases
- imputation methods
- class labels
- expectation maximization
- rough sets
- nearest neighbor
- feature vectors
- data analysis
- feedforward neural networks
- database