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Abstract: The Receiver Operating Characteristic (ROC) has become a standard tool for the analysis and comparison of binary classifiers when the costs of misclassification are unknown. (Update)
Active bibliography (related documents): More All
3.4: Visualisation of multi-class ROC surfaces - Fieldsend, Everson (2005) (Correct)
0.4: Formulation and comparison of multi-class ROC surfaces - Fieldsend, Everson (2005) (Correct)
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BibTeX entry: (Update)
@misc{ fieldsend-visualisation,
author = "Jonathan E. Fieldsend and Richard M. Everson",
title = "Visualisation of multi-class ROC surfaces",
url = "citeseer.ist.psu.edu/article/fieldsend05visualisation.html" }
Citations (may not include all citations):228 Nonlinear dimensionality reduction by locally linear embeddi.. - Roweis, Saul - 2000
162 Genetic Algorithms for Multiobjective Optimization: Formulat.. - Fonseca, Fleming - 1993
148 Mixtures of probabilistic principal component analyzers - Tipping, Bishop - 1999
59 Self-organising maps (context) - Kohonen - 1995
25 Computing and rendering point set surfaces - Alexa, Behr et al. - 2003
17 Multiobjective Evolutionary Algorithms: Analyzing the Stateo.. - Veldhuizen, Lamont - 2000
8 Shadow targets: a novel algorithm for topographic projection.. - Tipping, Lowe - 1998
8 SOM Toolbox for Matlab 5 (context) - Vesanto, Himberg et al. - 2000
5 ROC Analysis in Artificial Intelligence (context) - Hernandez-Orallo, Ferri et al. - 2004
4 Multi-class ROC analysis from a multi-objective optimisation.. (context) - Everson, Fieldsend - 2005
3 Pareto Solutions of Multipoint Design of Supersonic Wings us.. (context) - Obayashi - 2002
3 Formulation and comparison of multi-class ROC surfaces - Fieldsend, Everson - 2005
2 Anisotropic fairing of point sets (context) - Lange, Polthier - 2005
2 What ROC Curves Can't Do (context) - Drummond, Holte - 2004
2 Multi-objective optimization using evolutionary algorithms (context) - Journal, Deb - 2001
2 Supporting Implicit Learning via the Visualisation of COGA M.. (context) - in, Manufacture et al. - 2004
1 A Comprehensive Survey of Evolutionary-Based Multiobjective .. (context) - The, Mapping et al. - 1999
1 Feed-forward neural networks and topographic mappings for ex.. (context) - appear, http et al. - 1996
Documents on the same site (http://www.dcs.ex.ac.uk/people/jefields/publications.html): More
Dominance Measures for Multi-Objective Simulated Annealing - Smith, Everson, Fieldsend (2004) (Correct)
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Multi-Objective Optimisation in the Presence of Uncertainty - Jonathan Fieldsend.. (Correct)
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