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ENTITY 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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  1. TOOL · CL_33393 ·

    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…

  2. RESEARCH · CL_05023 ·

    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…