实体
Fraud Detection
Fraud Detection
PulseAugur coverage of Fraud Detection — every cluster mentioning Fraud Detection across labs, papers, and developer communities, ranked by signal.
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论文 · 30天
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层级分布 · 90 天
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New PU learning method excels with imbalanced data
Researchers have developed a novel method for Positive and Unlabeled (PU) learning, specifically designed for datasets where positive examples are scarce and difficult to distinguish from negative ones. This approach ut…
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Study finds Shapley value benchmarks for AI explainability misaligned with human utility
A new paper examines the evaluation of explainable AI (XAI) methods, specifically Shapley value variants, in high-stakes scenarios like fraud detection. Researchers found that standard quantitative metrics for XAI do no…