Nearest neighbors distance ratio open-set classifier

Probability Models for Open Set Recognition

(2014) Walter J. Scheirer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Open set source camera attribution and device linking

(2013) Filipe de O. Costa et al.   PATTERN RECOGNITION LETTERS

Multiclass From Binary: Expanding One-Versus-All, One-Versus-One and ECOC-Based Approaches

(2013) Anderson Rocha et al.   IEEE Transactions on Neural Networks and Learning Systems

Learning for Meta-Recognition

(2012) Walter J. Scheirer et al.   IEEE Transactions on Information Forensics and Security

Toward Open Set Recognition

(2012) W. J. Scheirer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Meta-Recognition: The Theory and Practice of Recognition Score Analysis

(2011) W J Scheirer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Small Sphere and Large Margin Approach for Novelty Detection Using Training Data with Outliers

(2009) Mingrui Wu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Visual Word Ambiguity

(2009) Jan C van Gemert et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

Supervised pattern classification based on optimum-path forest

(2009) J. P. Papa et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY