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Exploring multiobjective training in multiclass classification.

, , , , , и . Neurocomputing, (2021)

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Sebastian Raimundo

Raimundo Baglietto Bergmann

Marcos Pincheira

Marcos Sáez

Marcos Pedraza

 

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Investigating multiobjective methods in multitask classification., и . IJCNN, стр. 1-9. IEEE, (2018)Mining Pareto-optimal counterfactual antecedents with a branch-and-bound model-agnostic algorithm., , и . Data Min. Knowl. Discov., 38 (5): 2942-2974 (сентября 2024)Multi-criteria analysis involving Pareto-optimal misclassification tradeoffs on imbalanced datasets., и . IJCNN, стр. 1-8. IEEE, (2020)CriPAV: Street-Level Crime Patterns Analysis and Visualization., , , , , , и . IEEE Trans. Vis. Comput. Graph., 28 (12): 4000-4015 (2022)Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales., , и . NAACL-HLT (Findings), стр. 4190-4216. Association for Computational Linguistics, (2024)Many-Objective Ensemble-Based Multilabel Classification., и . CIARP, том 10657 из Lecture Notes in Computer Science, стр. 365-373. Springer, (2017)Enforcing fairness using ensemble of diverse Pareto-optimal models., , и . Data Min. Knowl. Discov., 37 (5): 1930-1958 (сентября 2023)Exploring multiobjective training in multiclass classification., , , , , и . Neurocomputing, (2021)Ensembles of Multiobjective-Based Classifiers for Detection of Epileptic Seizures., , и . CIARP, том 10657 из Lecture Notes in Computer Science, стр. 575-583. Springer, (2017)Analyzing the Equity of the Brazilian National High School Exam by Validating the Item Response Theory's Invariance., , и . EDM, International Educational Data Mining Society, (2022)