mlsanityData to 7 Oct 2026

Fuzzy Hierarchical Multiplex

arXiv 2512.09976 ↗First posted 10 Dec 2025cs.AI cs.LG cs.SYcited by 1

Not on the map. Why?

Abstract (arXiv)

A new fuzzy optimization framework that extends FCM causality is proposed. This model utilizes the dynamics to map data into metrics and create a framework that examines logical implication and hierarchy of concepts using a multiplex. Moreover, this is a white-theoretical paper introducing the framework and analyzing the logic and math behind it. Upon this extension the main objectives and the orientation of this framework is expounded and exemplified; this framework is meant for service optimization of information transmission in service process design. Lastly, a thorough analysis of the FHM is included which is done following the logical steps in a simple and elegant manner.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 2 of its 11 references that are in the map. First posted on arXiv 10 Dec 2025.

Builds on

2 of 11 references.

References · 2

  1. 2013Multilayer Networkscited by 86
  2. 2019Beyond DAGs: Modeling Causal Feedback with Fuzzy Cognitive Mapscited by 2

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2026: 1.

1 paper.