# mFLICA: An R package for Inferring Leadership of Coordination From Time Series

arXiv: https://arxiv.org/abs/2004.06092 · HTML: https://mlsanity.com/paper/2004.06092/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 10 Apr 2020.

## Built on by (most cited first, 2 of 2)

- [Swarm Analytics: Designing Information Markers to Characterise Swarm Systems in Shepherding Contexts](https://mlsanity.com/paper/2208.12386/) (2022)
- [Framework for Variable-lag Motif Following Relation Inference In Time Series using Matrix Profile analysis](https://mlsanity.com/paper/2401.02860/) (2024)

## Abstract (arXiv)

Leadership is a process that leaders influence followers to achieve collective goals. One of special cases of leadership is the coordinated pattern initiation. In this context, leaders are initiators who initiate coordinated patterns that everyone follows. Given a set of individual-multivariate time series of real numbers, the mFLICA package provides a framework for R users to infer coordination events within time series, initiators and followers of these coordination events, as well as dynamics of group merging and splitting. The mFLICA package also has a visualization function to make results of leadership inference more understandable. The package is available on Comprehensive R Archive Network (CRAN) at https://CRAN.R-project.org/package=mFLICA.