Particle Swarm Model Selection for Authorship Verification

By Hugo Jair Escalante, Manuel Montes-y-Gómez, Luis Villaseñor-Pineda. 2009

39 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

1. Marc-André Zöller
2. Marco F. Huber
3. Li Yang
4. Abdallah Shami

In Information Systems

1. Marc-André Zöller
2. Marco F. Huber

Citations in the corpus

• Benchmark and Survey of Automated Machine Learning Frameworks (2019, methodology): “Escalante et al. (2009) and Claesen et al. (2014) perform hyperparameter optimization using a particle swarm (Reynolds, 1987).”
• Survey on Automated Machine Learning (2019, methodology): “Full model selection (Escalante et al., 2009) was the first attempt to automatically build a complete ML pipeline by simultaneously selecting a preprocessing, feature selection and classification algorithm while tuning the hyperparameters of each method.”