Information Fusion · 2024 · 11 citations · 67 references
ComputingComputer ScienceData ScienceData MiningMachine LearningOptimizationDimensionality ReductionEnsemble LearningGenerative ModelingRepresentation LearningSample Selection ModelsUnsupervised LearningClass ImbalanceClass Imbalance HandlingClass Imbalance LearningImbalanced ClassificationImbalanced LearningMultimodal ClassificationMultimodal Data FusionMultimodal Feature Fusion
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Scikit-learn: Machine Learning in Python
Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text
SMOTE: Synthetic Minority Over-sampling Technique
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Greedy function approximation: A gradient boosting machine.
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Nearest neighbor pattern classification
Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations
Proceedings of the 24th international conference on Machine learning
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