Results 31 to 40 of about 776,810 (287)
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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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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SHapley Additive exPlanations (SHAP) for Landslide Susceptibility Models: Shedding Light on Explainable AI [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information SciencesThis research examines the effectiveness of the SHapley Additive exPlanations (SHAP) approach in enhancing the interpretability of landslide susceptibility models. With the growing popularity of machine learning, we aim to understand how geoenvironmental
H. Al-Najjar +4 more
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The Shapley value for shortest path games [PDF]
, 2011 In this paper shortest path games are considered. The transportation of a good in a network has costs and benet too. The problem is to divide the prot of the transportation among the players.
Pintér, Péter Miklós +2 more
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Visualization of explainable artificial intelligence for GeoAI
Frontiers in Computer ScienceShapley additive explanations are a widely used technique for explaining machine learning models. They can be applied to basically any type of model and provide both global and local explanations.
Cédric Roussel
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Considerations When Learning Additive Explanations for Black-Box Models [PDF]
, 2023 Many methods to explain black-box models, whether local or global, are additive. In this paper, we study global additive explanations for non-additive models, focusing on four explanation methods: partial dependence, Shapley explanations adapted to a ...
Tan, Sarah +4 more
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Diabetes Risk Prediction using Shapley Additive Explanations for Feature Engineering
Journal of Informatics and Web EngineeringDiabetes is prevalent globally, expected to increase in the next few years. This includes people with different types of diabetes including type 1 diabetes and type 2 diabetes.
Chinwe Miracle Chituru +2 more
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Engineered ScienceThe growth of the photovoltaic (PV) industry is driving demand for structural materials with superior corrosion resistance, strength, and environmental adaptability. Weathering steels have emerged as promising candidates.
Yan Bai +6 more
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