Sarah Nogueira

According to our database, Sarah Nogueira authored at least 6 papers between 2015 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2019

On the Stability of Feature Selection in the Presence of Feature Correlations.

Konstantinos Sechidis, Konstantinos Papangelou, Sarah Nogueira, James Weatherall, Gavin Brown

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Quantifying the stability of feature selection.

Sarah Nogueira

PhD thesis, 2018

2017

On the Stability of Feature Selection Algorithms.

Sarah Nogueira, Konstantinos Sechidis, Gavin Brown

J. Mach. Learn. Res., 2017

On the Use of Spearman's Rho to Measure the Stability of Feature Rankings.

Sarah Nogueira, Konstantinos Sechidis, Gavin Brown

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2016

Measuring the Stability of Feature Selection.

Sarah Nogueira, Gavin Brown

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015

Measuring the Stability of Feature Selection with Applications to Ensemble Methods.

Sarah Nogueira, Gavin Brown

Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015