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A Preliminary Study of SMOTE on Imbalanced Big Datasets When Dealing with Sparse and Dense High Dimensionality.

, , , , , and . MCPR, volume 13264 of Lecture Notes in Computer Science, page 46-55. Springer, (2022)

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Applicability of Cluster Validation Indexes for Large Data Sets., , , , , and . MICAI (Special Sessions), page 187-193. IEEE Computer Society, (2013)Clustering Analysis in the Student Academic Activities on COVID-19 Pandemic in Mexico., , , , , and . ICIC (3), volume 13395 of Lecture Notes in Computer Science, page 67-79. Springer, (2022)The Multi-Class Imbalance Problem: Cost Functions with Modular and Non-Modular Neural Networks., , , and . ISNN (4), volume 56 of Advances in Intelligent and Soft Computing, page 421-431. Springer, (2009)Improving the Classification Accuracy of RBF and MLP Neural Networks Trained with Imbalanced Samples., , , , and . IDEAL, volume 4224 of Lecture Notes in Computer Science, page 464-471. Springer, (2006)Combined Effects of Class Imbalance and Class Overlap on Instance-Based Classification., , , , and . IDEAL, volume 4224 of Lecture Notes in Computer Science, page 371-378. Springer, (2006)Analysing the Safe, Average and Border Samples on Two-Class Imbalance Problems in the Back-Propagation Domain., , , , , and . CIARP, volume 9423 of Lecture Notes in Computer Science, page 699-707. Springer, (2015)Improving the Performance of the RBF Neural Networks Trained with Imbalanced Samples., , , , and . IWANN, volume 4507 of Lecture Notes in Computer Science, page 162-169. Springer, (2007)Cost-Sensitive Neural Networks and Editing Techniques for Imbalance Problems., , , and . MCPR, volume 6256 of Lecture Notes in Computer Science, page 180-188. Springer, (2010)Use of Ensemble Based on GA for Imbalance Problem., , , and . ISNN (2), volume 5552 of Lecture Notes in Computer Science, page 547-554. Springer, (2009)Artificial Neural Networks for COVID-19 Forecasting in Mexico: An Empirical Study., , , , , and . ICIC (1), volume 13393 of Lecture Notes in Computer Science, page 168-179. Springer, (2022)