SWTA-Shapley: an efficient contribution evaluation method for federated learning
Dianxin kexueFederated learning has effectively addressed the “data silo” issue caused by data privacy protection. To maintain the long-term operation of federated learning systems, it is necessary to attract high-quality data owners to participate in federated ...
BAO Shihao, NI Zhengwei
doaj
A collaborative approach based on Shapley value for carriers in the supply chain distribution. [PDF]
Heliyon, 2023 Wang Y.
europepmc +1 more source
Interpretable feature subset selection: A Shapley value based approach [PDF]
, 2020 Sandhya Tripathi +2 more
openalex +1 more source
Towards Efficient Data Valuation Based on the Shapley Value
, 2020 "How much is my data worth?" is an increasingly common question posed by organizations and individuals alike. An answer to this question could allow, for instance, fairly distributing profits among multiple data contributors and determining prospective ...
Dao, David +9 more
core
Advanced Intelligent Discovery, EarlyView.CrossMatAgent is a multi‐agent framework that combines large language models and diffusion‐based generative AI to automate metamaterial design. By coordinating task‐specific agents—such as describer, architect, and builder—it transforms user‐provided image prompts into high‐fidelity, printable lattice patterns.
Jie Tian +12 more
wiley +1 more source
Retracted: A Decision Method for Benefit Distribution Mechanism of Shared End Distribution on Shapley Value. [PDF]
Comput Intell Neurosci, 2023 Intelligence And Neuroscience C.
europepmc +1 more source
The Shapley Value for Partition Function Form Games [PDF]
Different axiomatic systems for the Shapley value can be found in the literature.For games with a coalition structure, the Shapley value also has been axiomatized in several ways.In this paper, we discuss a generalization of the Shapley value to the ...
Norde, H.W., Pham Do, K.H.
core +1 more source
The Ranking Problem of Alternatives as a Cooperative Game
, 2015 This paper considers the ranking problem of candidates for a certain position based on ballot papers filled by voters. We suggest a ranking procedure of alternatives using cooperative game theory methods.
Kondratev, Aleksei, Mazalov, Vladimir
core +1 more source
Artificial Intelligence for Bone: Theory, Methods, and Applications
Advanced Intelligent Discovery, EarlyView.Advances in artificial intelligence (AI) offer the potential to improve bone research. The current review explores the contributions of AI to pathological study, biomarker discovery, drug design, and clinical diagnosis and prognosis of bone diseases. We envision that AI‐driven methodologies will enable identifying novel targets for drugs discovery. The
Dongfeng Yuan +3 more
wiley +1 more source
A study on the factors influencing the utilization of public health services by China's migrant population based on the Shapley value method. [PDF]
BMC Public Health, 2023 Suo Z, Shao L, Lang Y.
europepmc +1 more source