Causality-Informed Neural Networks for Regularized Learning in Regression Problems

X.G. Zhang, T. Wang, X.L. Wang, F.L. Fan, Yiu-ming Cheung

Research output: Contribution to journal › Journal article › peer-review

Original language	English
Journal	IEEE Transactions on Systems, Man, and Cybernetics: Systems
DOIs	https://doi.org/10.1109/TSMC.2025.3646993
Publication status	Accepted/In press - 19 Dec 2025

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title = "Causality-Informed Neural Networks for Regularized Learning in Regression Problems",

author = "X.G. Zhang and T. Wang and X.L. Wang and F.L. Fan and Yiu-ming Cheung",

year = "2025",

month = dec,

day = "19",

doi = "10.1109/TSMC.2025.3646993",

language = "English",

journal = "IEEE Transactions on Systems, Man, and Cybernetics: Systems",

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TY - JOUR

T1 - Causality-Informed Neural Networks for Regularized Learning in Regression Problems

AU - Zhang, X.G.

AU - Wang, T.

AU - Wang, X.L.

AU - Fan, F.L.

AU - Cheung, Yiu-ming

PY - 2025/12/19

Y1 - 2025/12/19

U2 - 10.1109/TSMC.2025.3646993

DO - 10.1109/TSMC.2025.3646993

M3 - Journal article

SN - 2168-2216

JO - IEEE Transactions on Systems, Man, and Cybernetics: Systems

JF - IEEE Transactions on Systems, Man, and Cybernetics: Systems

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