Problems With SHAP and LIME in Interpretable AI for Education: A Comparative Study of Post-Hoc Explanations and Neural-Symbolic Rule Extraction

Given that education is classified as a ‘high-risk’ domain under regulatory frameworks like the EU AI Act, ensuring accurate and trustworthy interpretability in educational AI applications is critical due to its profound impact on student learning and development.This study compares a knowledge-based artificial neural network (KBANN)

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The effectiveness of biologization in the cultivation of crops

The article presents data from field studies of the use of biological products and fertilizers with microelements in the cultivation of four crops: winter wheat, sunflower, grain corn, soybeans.Schemes for the introduction of drugs, indicators of the comparative economic efficiency of their use are presented.The results of the conducted studies hav

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Empirical Analysis on The Existence of The Phillips Curve

The Phillips curve shows the trade-off relationship between the inflation and unemployment rates.A rise in inflation due to the high economic growth, more jobs are available and therefore unemployment will fall.However, the existence of the Phillips curve in high-income countries has not been much discussed.Countries with high income should have lo

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c-FLIP degradation mediates sensitization of pancreatic cancer cells to TRAIL-induced apoptosis by the histone deacetylase inhibitor LBH589.

Great efforts have been made to develop novel and efficacious therapeutics against pancreatic cancer to improve the treatment outcomes.Tumor-necrosis factor-related apoptosis-inducing ligand (TRAIL) is such a therapeutic cytokine with selective killing effect toward malignant cells.However, some human pancreatic cancers are intrinsically Lip Stick

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