Results 21 to 30 of about 24,298 (249)
CPT: Pharmacometrics & Systems Pharmacology, 2021 We developed a method to apply artificial neural networks (ANNs) for predicting time‐series pharmacokinetics (PKs), and an interpretable the ANN‐PK model, which can explain the evidence of prediction by applying Shapley additive explanations (SHAP).
Chika Ogami +6 more
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Shapley Values for Feature Selection: The Good, the Bad, and the Axioms
IEEE Access, 2021 The Shapley value has become popular in the Explainable AI (XAI) literature, thanks, to a large extent, to a solid theoretical foundation, including four “favourable and fair” axioms for attribution in transferable utility games.
Daniel Fryer, Inga Strumke, Hien Nguyen
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BMC Bioinformatics, 2022 Background While it has been known that human protein kinases mediate most signal transductions in cells and their dysfunction can result in inflammatory diseases and cancers, it remains a challenge to find effective kinase inhibitor as drugs for these ...
You-Wei Fan +6 more
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Aero-Engine Health State Prediction Using EnsembleBRB-based SHapley Additive exPlanations Approach [PDF]
Jisuanji gongchengAs an important aspect of engine health management, predicting the health state of aero-engines can provide quantitative basis for improving aircraft reliability and reducing engine maintenance costs.
YOU Yaqian, YAN Hui, SU Yaofeng, WANG Xiaoshuang, YAN Ruicheng
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Explainable Deepfake and Spoofing Detection: An Attack Analysis Using SHapley Additive exPlanations
The Speaker and Language Recognition Workshop (Odyssey 2022), 2022 Accepted to Speaker Odyssey Workshop ...
Ge, Wanying +2 more
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Journal of Rock Mechanics and Geotechnical Engineering, 2022 Accurate prediction of shield tunneling-induced settlement is a complex problem that requires consideration of many influential parameters. Recent studies reveal that machine learning (ML) algorithms can predict the settlement caused by tunneling ...
K.K. Pabodha M. Kannangara +3 more
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ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022 Substantial progress in spoofing and deepfake detection has been made in recent years. Nonetheless, the community has yet to make notable inroads in providing an explanation for how a classifier produces its output. The dominance of black box spoofing detection solutions is at further odds with the drive toward trustworthy, explainable artificial ...
Ge, Wanying +3 more
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Robotic Lever Manipulation using Hindsight Experience Replay and Shapley Additive Explanations [PDF]
2021 European Control Conference (ECC), 2021 Published in proceedings of the European Control Conference ...
Sindre Benjamin Remman +1 more
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Explaining multivariate molecular diagnostic tests via Shapley values
BMC Medical Informatics and Decision Making, 2021 Background Machine learning (ML) can be an effective tool to extract information from attribute-rich molecular datasets for the generation of molecular diagnostic tests.
Joanna Roder +3 more
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Mathematics, 2023 COVID-19 has further aggravated problems by compelling people to stay indoors and limit social interactions, leading to a worsening of the depression situation.
Hung Viet Nguyen, Haewon Byeon
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