A Methodology based on Rebalancing Techniques to Measure and Improve Fairness in Artificial Intelligence algorithms.
Ana LavalleAlejandro MateJuan TrujilloJorge GarcíaPublished in: DOLAP (2022)
Keyphrases
- artificial intelligence
- computationally efficient
- computational cost
- orders of magnitude
- database
- similarity measure
- data structure
- data sets
- neural network
- evaluation methodology
- expert systems
- mathematical models
- recently developed
- binary search trees
- error measure
- computational efficiency
- index structure
- computational intelligence
- natural language processing
- knowledge representation
- computational complexity
- database systems
- learning algorithm