The Value of Temporally Richer Data for Learning of Influence Networks.
Munther A. DahlehJohn N. TsitsiklisSpyros I. ZoumpoulisPublished in: WINE (2014)
Keyphrases
- data sets
- training data
- data processing
- prior knowledge
- synthetic data
- computer systems
- learning algorithm
- learning models
- noisy data
- raw data
- human experts
- experimental data
- data mining techniques
- hidden variables
- data quality
- data collection
- knowledge acquisition
- small number
- data sources
- data structure
- reinforcement learning
- database
- statistical analysis
- data points
- sensor data
- network structure
- active learning
- neural network
- original data
- bayesian networks
- feature selection