# Fuzzy Hierarchical Multiplex

arXiv: https://arxiv.org/abs/2512.09976 · HTML: https://mlsanity.com/paper/2512.09976/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 2 of its 11 references that are in the map.
- First posted on arXiv 10 Dec 2025.

## Builds on (most cited first, 2 of 2)

- [Multilayer Networks](https://mlsanity.com/paper/1309.7233/) (2013)
- [Beyond DAGs: Modeling Causal Feedback with Fuzzy Cognitive Maps](https://mlsanity.com/paper/1906.11247/) (2019)

## Built on by (most cited first, 1 of 1)

- [Looking Through Glass Box](https://mlsanity.com/paper/2603.06272/) (2026)

## 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.