A Survey on Evolutionary Instance Selection and Generation
By Joaquín Derrac, Salvador Garcia, Francisco Herrera. 2010
75 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Information Systems
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Salvatore Ruggieri
- Dino Pedreschi
- Riccardo Guidotti
- Fosca Giannotti
- Anna Monreale
- Franco Turini
- Sara Hajian
- Indrė Žliobaitė
In Information Systems
- Salvatore Ruggieri
- Franco Turini
- Riccardo Guidotti
- Fosca Giannotti
- Anna Monreale
- Dino Pedreschi
- Sara Hajian
- Andrea Romei
Citations in the corpus
- Local Rule-Based Explanations of Black Box Decision Systems (2018, methodology): “Our task is instead similar to instance generation in the field of active learning [14], also including evolutionary approaches [10].”
- Factual and Counterfactual Explanations for Black Box Decision Making (2019, methodology): “Our task is instead similar to instance generation in the field of active learning, including evolutionary approaches.(8) We adopt an approach based on a genetic algorithm, which generates z 2 Z1⁄4 [ Z61⁄4 by maximizing the following fitness functions:”