Swarms of chiral quantum walks improve robustness of link prediction on complex networks by making performance less dependent on optimal evolution time.
The precision-recall plot is more informative than the roc plot when evaluating binary classifiers on imbalanced datasets.PloS one, 10(3):e0118432
2 Pith papers cite this work. Polarity classification is still indexing.
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A supervision construction procedure generates explicit support and controlled non-support examples (counterfactual and topic-related negatives) without manual annotation, producing verifiers that demonstrate genuine evidence dependence in radiology tasks.
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Link prediction with swarms of chiral quantum walks
Swarms of chiral quantum walks improve robustness of link prediction on complex networks by making performance less dependent on optimal evolution time.
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Case-Grounded Evidence Verification: A Framework for Constructing Evidence-Sensitive Supervision
A supervision construction procedure generates explicit support and controlled non-support examples (counterfactual and topic-related negatives) without manual annotation, producing verifiers that demonstrate genuine evidence dependence in radiology tasks.