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ORCIDGavin Brown 0001
- > Home > Persons > Gavin Brown 0001
Publications
- 2020
[j23]Laura Morán-Fernández
, Konstantinos Sechidis, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Gavin Brown:
Feature selection with limited bit depth mutual information for portable embedded systems. Knowl. Based Syst. 197: 105885 (2020)- [j22]Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown:
Correction to: Efficient feature selection using shrinkage estimators. Mach. Learn. 109(8): 1565-1567 (2020) - 2019
- [j20]Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown:
Insights into distributed feature ranking. Inf. Sci. 496: 378-398 (2019) - [j19]Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown:
Efficient feature selection using shrinkage estimators. Mach. Learn. 108(8-9): 1261-1286 (2019) - [c56]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: 327-342 - 2018
- [j18]Konstantinos Sechidis, Konstantinos Papangelou, Paul D. Metcalfe, David Svensson, James Weatherall, Gavin Brown:
Distinguishing prognostic and predictive biomarkers: an information theoretic approach. Bioinform. 34(19): 3365-3376 (2018) - [j17]Konstantinos Sechidis, Konstantinos Papangelou, Paul D. Metcalfe, David Svensson, James Weatherall, Gavin Brown:
Distinguishing prognostic and predictive biomarkers: an information theoretic approach. Bioinform. 34(23): 4139 (2018) - [j15]Konstantinos Sechidis, Gavin Brown:
Simple strategies for semi-supervised feature selection. Mach. Learn. 107(2): 357-395 (2018) - [c53]Konstantinos Papangelou, Konstantinos Sechidis, James Weatherall, Gavin Brown:
Toward an Understanding of Adversarial Examples in Clinical Trials. ECML/PKDD (1) 2018: 35-51 - 2017
- [j14]Konstantinos Sechidis, Matthew Sperrin, Emily Petherick, Mikel Luján, Gavin Brown:
Dealing with under-reported variables: An information theoretic solution. Int. J. Approx. Reason. 85: 159-177 (2017) - [j13]Sarah Nogueira, Konstantinos Sechidis, Gavin Brown:
On the Stability of Feature Selection Algorithms. J. Mach. Learn. Res. 18: 174:1-174:54 (2017) - [c47]Sarah Nogueira, Konstantinos Sechidis, Gavin Brown:
On the Use of Spearman's Rho to Measure the Stability of Feature Rankings. IbPRIA 2017: 381-391 - [c45]Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown:
Exploring the consequences of distributed feature selection in DNA microarray data. IJCNN 2017: 1665-1672 - 2016
- [c43]Konstantinos Sechidis, Matthew Sperrin, Emily Petherick, Gavin Brown:
Estimating Mutual Information in Under-Reported Variables. Probabilistic Graphical Models 2016: 449-461 - [i4]Konstantinos Sechidis, Emily Turner, Paul D. Metcalfe, James Weatherall, Gavin Brown:
Ranking Biomarkers Through Mutual Information. CoRR abs/1612.01316 (2016) - 2015
- [c35]Konstantinos Sechidis, Gavin Brown:
Markov Blanket Discovery in Positive-Unlabelled and Semi-supervised Data. ECML/PKDD (1) 2015: 351-366 - 2014
- [c31]Konstantinos Sechidis, Borja Calvo, Gavin Brown:
Statistical Hypothesis Testing in Positive Unlabelled Data. ECML/PKDD (3) 2014: 66-81 - [c30]Konstantinos Sechidis, Nikolaos Nikolaou, Gavin Brown:
Information Theoretic Feature Selection in Multi-label Data through Composite Likelihood. S+SSPR 2014: 143-152
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