A Reflection on Learning from Data: Epistemology Issues and Limitations.
Ahmad HammoudehSara TedmoriNadim ObeidPublished in: CoRR (2021)
Keyphrases
- data sets
- data collection
- prior knowledge
- database
- experimental data
- high quality
- data sources
- bayesian methods
- raw data
- human experts
- background knowledge
- synthetic data
- knowledge discovery
- learning process
- learning algorithm
- data analysis
- image data
- data quality
- data processing
- original data
- computer systems
- training examples
- learning systems
- databases
- hidden variables
- learning models
- neural network
- data mining
- data distribution
- machine learning
- sensor data
- missing data
- feature selection
- statistical analysis
- unsupervised learning
- database systems
- small number
- training data
- reinforcement learning
- data streams