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In Chap. 7, the hierarchical modeling of multi-dimensional transaction features are explored, where feature-interaction gating and dynamic weighting mechanisms enable deep integration across temporal, spatial, and contextual dimensions, thereby enhancing global discriminative capability.

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Capturing Transactional Behavioral Drift via Current-Historical Behavior Interaction

  • 章节

  • 发表日期：

    2026年

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  • Yu Xie,
  • Yue Tian,
  • Jiamin Yao,
  • Guanjun Liu

摘要

In Chap. 7, the hierarchical modeling of multi-dimensional transaction features are explored, where feature-interaction gating and dynamic weighting mechanisms enable deep integration across temporal, spatial, and contextual dimensions, thereby enhancing global discriminative capability.