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A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms, Experimental Analysis, Prospects and Challenges (with Appendices on Mathematical Background and Detailed Algorithms Explanation)

, , и . (2018)cite arxiv:1812.05944Comment: 36 pages with appendices.

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Rodrigo Herrera

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Learning cooperative linguistic fuzzy rules using the best-worst ant system algorithm., , , и . Int. J. Intell. Syst., 20 (4): 433-452 (2005)On the Usefulness of MOEAs for Getting Compact FRBSs Under Parameter Tuning and Rule Selection., , , и . Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, том 98 из Studies in Computational Intelligence, Springer, (2008)A Survey of Discretization Techniques: Taxonomy and Empirical Analysis in Supervised Learning., , , , и . IEEE Trans. Knowl. Data Eng., 25 (4): 734-750 (2013)A snapshot of image pre-processing for convolutional neural networks: case study of MNIST., , , и . Int. J. Comput. Intell. Syst., 10 (1): 555-568 (2017)On the Usefulness of Interval Valued Fuzzy Sets for Learning Fuzzy Rule Based Classification Systems.. Eurofuse, том 107 из Advances in Intelligent and Soft Computing, стр. 3-4. Springer, (2011)Construction of Interval-Valued Fuzzy Preference Relations Using Ignorance Functions: Interval-Valued Non Dominance Criterion., , , и . Eurofuse, том 107 из Advances in Intelligent and Soft Computing, стр. 243-255. Springer, (2011)A Double Axis Classification of Interpretability Measures for Linguistic Fuzzy Rule-Based Systems., , и . WILF, том 6857 из Lecture Notes in Computer Science, стр. 99-106. Springer, (2011)Genetic tuning on fuzzy systems based on the linguistic 2-tuples representation., и . FUZZ-IEEE, стр. 233-238. IEEE, (2004)A coral reefs optimization algorithm with substrate layers and local search for large scale global optimization., , , и . CEC, стр. 3574-3581. IEEE, (2016)A First Approach in Evolutionary Fuzzy Systems based on the lateral tuning of the linguistic labels for Big Data classification., , и . FUZZ-IEEE, стр. 1437-1444. IEEE, (2016)