Comparison of Instances Seletion Algorithms I. Algorithms Survey
By Norbert Jankowski, Marek Grochowski. 2004
192 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Evaluation & Benchmarks, Algorithms & Complexity
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
- Ciarán Hughes
- Patrick Pérez
- Karl Amende
- Stefan Milz
- Christian Witt
- Martin Simon
- Shuning Wu
- Senthil Kumar Yogamani
In Evaluation & Benchmarks
- Ciarán Hughes
- Patrick Pérez
- Karl Amende
- Stefan Milz
- Christian Witt
- Martin Simon
- Shuning Wu
- Senthil Kumar Yogamani
In Algorithms & Complexity
Citations in the corpus
- WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving (2019, methodology): “One frequently used approach is instance selection [40, 35, 26].”
- Optimal instance selection for improved decision tree (2007, methodology): “Additional methods based on nearest neighbour (NN) rules are listed in Table 1 (Cano et al. 2003; Jankowski and GrochowskiL, 2004):”
- Data Preprocessing for Supervised Leaning (2007, unknown): “Generally, instance selection approaches are distinguished between filter and wrapper [13], [21].”