Overcoming Data Biases: Towards Enhanced Accuracy and Reliability in Machine Learning.
Jiongli ZhuBabak SalimiPublished in: IEEE Data Eng. Bull. (2024)
Keyphrases
- machine learning
- data collection
- data sets
- data analysis
- data structure
- neural network
- data distribution
- high quality
- data processing
- data points
- high accuracy
- original data
- synthetic data
- database
- end users
- data sources
- artificial intelligence
- statistical methods
- computer vision
- spatial data
- training data
- prediction accuracy
- statistical analysis
- knowledge acquisition
- association rules
- background knowledge
- relational databases
- input data
- prior knowledge
- raw data
- text mining
- data objects
- data quality
- big data
- complex data