Sarah Nogueira

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 5

Top Topics

Stability Of Feature Selection

Ensemble Methods

Asymptotic Stability

Top Venues

J. Mach. Learn. Res.

University of Manchester, UK (PHD)

Education History

University of Manchester, UK

PHD

Publications

Konstantinos Sechidis, Konstantinos Papangelou, Sarah Nogueira, James Weatherall, Gavin Brown
On the Stability of Feature Selection in the Presence of Feature Correlations. ECML/PKDD (1) (2019)
Sarah Nogueira, Konstantinos Sechidis, Gavin Brown
On the Stability of Feature Selection Algorithms. J. Mach. Learn. Res. 18 (2017)
Sarah Nogueira, Konstantinos Sechidis, Gavin Brown
On the Use of Spearman's Rho to Measure the Stability of Feature Rankings. IbPRIA (2017)
Sarah Nogueira, Gavin Brown
Measuring the Stability of Feature Selection. ECML/PKDD (2) (2016)
Sarah Nogueira, Gavin Brown
Measuring the Stability of Feature Selection with Applications to Ensemble Methods. MCS (2015)