A class-dependent weighted dissimilarity measure for nearest neighbor classification problems

Learning Weighted Metrics to Minimize Nearest-Neighbor Classification Error

IEEE Transactions on Pattern Analysis and Machine Intelligence

Improving nearest neighbor classification with cam weighted distance

Pattern Recognition

Learning prototypes and distances: A prototype reduction technique based on nearest neighbor error minimization

Pattern Recognition

Prototype selection for dissimilarity-based classifiers

Pattern Recognition

Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier

Pattern Recognition Letters

Query-sensitive embeddings

ACM Transactions on Database Systems (TODS)

An empirical analysis of the probabilistic K-nearest neighbour classifier

Pattern Recognition Letters

Pseudo nearest neighbor rule for pattern classification

Expert Systems with Applications: An International Journal

A Dynamic Programming Technique for Optimizing Dissimilarity-Based Classifiers

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition

The New Graphical Features of Star Plot for K Nearest Neighbor Classifier

ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence

Managing loan customers using misclassification patterns of credit scoring model

Expert Systems with Applications: An International Journal

Minimum classification error training in example based speech and pattern recognition using sparse weight matrices

Journal of Computational and Applied Mathematics

Generalizing dissimilarity representations using feature lines

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications

On the use of diagonal and class-dependent weighted distances for the probabilistic k-nearest neighbor

IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis

Class proximity measures - Dissimilarity-based classification and display of high-dimensional data

Journal of Biomedical Informatics

Time series classification by class-specific Mahalanobis distance measures

Advances in Data Analysis and Classification

Class-dependent dissimilarity measures for multiple instance learning

SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition