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On the Use of Labelled and Unlabelled Data to Improve Nearest Neighbor Classification.

, , and . Inteligencia Artif., 10 (31): 53-62 (2006)

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A Gender Recognition Experiment on the CASIA Gait Database Dealing with Its Imbalanced Nature., , and . VISAPP (2), page 439-444. INSTICC Press, (2010)Dissimilarity-based classification of data with missing attributes., , and . CIP, page 293-298. IEEE, (2010)Editing Prototypes in the Finite Sample Size Case Using Alternative Neighbourhoods., , and . SSPR/SPR, volume 1451 of Lecture Notes in Computer Science, page 620-629. Springer, (1998)A New Performance Evaluation Method for Two-Class Imbalanced Problems., , and . SSPR/SPR, volume 5342 of Lecture Notes in Computer Science, page 917-925. Springer, (2008)On Filtering the Training Prototypes in Nearest Neighbour Classification., , and . CCIA, volume 2504 of Lecture Notes in Computer Science, page 239-248. Springer, (2002)On the Suitability of Numerical Performance Measures for Class Imbalance Problems., , and . ICPRAM (1), page 310-313. SciTePress, (2012)On the effectiveness of preprocessing methods when dealing with different levels of class imbalance., , and . Knowl. Based Syst., 25 (1): 13-21 (2012)Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods., , and . ICONIP (2), volume 7664 of Lecture Notes in Computer Science, page 60-67. Springer, (2012)Dissimilarity-Based Learning from Imbalanced Data with Small Disjuncts and Noise., , , and . IbPRIA, volume 9117 of Lecture Notes in Computer Science, page 370-378. Springer, (2015)Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization., , , and . CCIA, volume 131 of Frontiers in Artificial Intelligence and Applications, page 215-222. IOS Press, (2005)