New Framework Clarifies Temporal Graph Neural Network Predictions
Published in the journal Data Science and Engineering, the study presents CTM-Explainer, a post-hoc counterfactual explanation model that identifies specific ...
Tag: counterfactual
LLM study of 67 abstracts finds strong local QA, weak global consistency
An evaluation of 67 complete scientific abstracts found high automated scores for local question-answering checks but only 0.07 for document-wide ...
Counterfactual Models Reveal How Treatment Shifts Distort Prognostic Predictions
Prognostic models sit at the heart of modern clinical decision-making. They take measurable patient characteristics—age, biomarkers, tumor grade, comorbidities—and convert ...
Forest Carbon Math Gets a Reality Check: Smarter Baselines Cut Overstated Climate Claims
A new study of eastern US forests shows that dynamic baselines with blended business-as-usual scenarios produce carbon accounting estimates 63 ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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