Works matching IS 08856125 AND DT 2024 AND VI 113 AND IP 8
Results: 29
PolieDRO: a novel classification and regression framework with non-parametric data-driven regularization.
- Published in:
- Machine Learning, 2024, v. 113, n. 8, p. 5807, doi. 10.1007/s10994-024-06544-9
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- Article
A survey on interpretable reinforcement learning.
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- Machine Learning, 2024, v. 113, n. 8, p. 5847, doi. 10.1007/s10994-024-06543-w
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Coresets for kernel clustering.
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- Machine Learning, 2024, v. 113, n. 8, p. 5891, doi. 10.1007/s10994-024-06540-z
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Structure discovery in PAC-learning by random projections.
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- Machine Learning, 2024, v. 113, n. 8, p. 5685, doi. 10.1007/s10994-024-06531-0
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- Article
Ijuice: integer JUstIfied counterfactual explanations.
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- Machine Learning, 2024, v. 113, n. 8, p. 5731, doi. 10.1007/s10994-024-06530-1
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- Article
An effective keyword search co-occurrence multi-layer graph mining approach.
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- Machine Learning, 2024, v. 113, n. 8, p. 5773, doi. 10.1007/s10994-024-06528-9
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- Article
Stress detection with encoding physiological signals and convolutional neural network.
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- Machine Learning, 2024, v. 113, n. 8, p. 5655, doi. 10.1007/s10994-023-06509-4
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- Article
Recurrent segmentation meets block models in temporal networks.
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- Machine Learning, 2024, v. 113, n. 8, p. 5623, doi. 10.1007/s10994-023-06507-6
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- Article
Mental stress detection from ultra-short heart rate variability using explainable graph convolutional network with network pruning and quantisation.
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- Machine Learning, 2024, v. 113, n. 8, p. 5467, doi. 10.1007/s10994-023-06504-9
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- Article
Empirical analysis of performance assessment for imbalanced classification.
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- Machine Learning, 2024, v. 113, n. 8, p. 5533, doi. 10.1007/s10994-023-06497-5
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- Article
Event causality extraction through external event knowledge learning and polyhedral word embedding.
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- Machine Learning, 2024, v. 113, n. 8, p. 1, doi. 10.1007/s10994-023-06477-9
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- Article
PANACEA: a neural model ensemble for cyber-threat detection.
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- Machine Learning, 2024, v. 113, n. 8, p. 5379, doi. 10.1007/s10994-023-06470-2
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- Article
GS<sup>2</sup>P: a generative pre-trained learning to rank model with over-parameterization for web-scale search.
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- Machine Learning, 2024, v. 113, n. 8, p. 5331, doi. 10.1007/s10994-023-06469-9
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Paf-tracker: a novel pre-frame auxiliary and fusion visual tracker.
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- Machine Learning, 2024, v. 113, n. 8, p. 5577, doi. 10.1007/s10994-023-06466-y
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- Article
Multi-agent reinforcement learning for fast-timescale demand response of residential loads.
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- Machine Learning, 2024, v. 113, n. 8, p. 5203, doi. 10.1007/s10994-023-06460-4
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Entity recognition based on heterogeneous graph reasoning of visual region and text candidate.
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- Machine Learning, 2024, v. 113, n. 8, p. 5351, doi. 10.1007/s10994-023-06456-0
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Solving imbalanced learning with outlier detection and features reduction.
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- Machine Learning, 2024, v. 113, n. 8, p. 5273, doi. 10.1007/s10994-023-06448-0
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- Article
Learning sample-aware threshold for semi-supervised learning.
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- Machine Learning, 2024, v. 113, n. 8, p. 5423, doi. 10.1007/s10994-023-06425-7
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- Article
DPG: a model to build feature subspace against adversarial patch attack.
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- Machine Learning, 2024, v. 113, n. 8, p. 5601, doi. 10.1007/s10994-023-06417-7
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GMMSampling: a new model-based, data difficulty-driven resampling method for multi-class imbalanced data.
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- Machine Learning, 2024, v. 113, n. 8, p. 5183, doi. 10.1007/s10994-023-06416-8
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- Article
GVFs in the real world: making predictions online for water treatment.
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- Machine Learning, 2024, v. 113, n. 8, p. 5151, doi. 10.1007/s10994-023-06413-x
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Libsignal: an open library for traffic signal control.
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- Machine Learning, 2024, v. 113, n. 8, p. 5235, doi. 10.1007/s10994-023-06412-y
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- Article
Survey on extreme learning machines for outlier detection.
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- Machine Learning, 2024, v. 113, n. 8, p. 5495, doi. 10.1007/s10994-023-06375-0
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DOC3: deep one class classification using contradictions.
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- Machine Learning, 2024, v. 113, n. 8, p. 5109, doi. 10.1007/s10994-023-06362-5
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Fraud detection with natural language processing.
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- Machine Learning, 2024, v. 113, n. 8, p. 5087, doi. 10.1007/s10994-023-06354-5
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A survey of class-imbalanced semi-supervised learning.
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- Machine Learning, 2024, v. 113, n. 8, p. 5057, doi. 10.1007/s10994-023-06344-7
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- Article
TSFuse: automated feature construction for multiple time series data.
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- Machine Learning, 2024, v. 113, n. 8, p. 5001, doi. 10.1007/s10994-021-06096-2
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An improved evolutionary wrapper-filter feature selection approach with a new initialisation scheme.
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- Machine Learning, 2024, v. 113, n. 8, p. 4977, doi. 10.1007/s10994-021-05990-z
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- Article
Transforming variables to central normality.
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- Machine Learning, 2024, v. 113, n. 8, p. 4953, doi. 10.1007/s10994-021-05960-5
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- Article