Anton Holmgren

New preprint: Community Detection with the Map Equation and Infomap: Theory and Applications arxiv.org/abs/2311.04036 Explore the map equation's theoretical framework and learn to apply Infomap to diverse research problems. @antoneri @daniel_edler @chrisbloecker

Our new paper on integrating network structure and metadata through random walks today in @ScienceAdvances science.org/doi/10.1126/sc… @AleixBassolas @m_rosvall @antoneri @QMULMaths

The new book 'Higher-order systems' by @lordgrilo and myself is now available here as part of the @springerpub series #UnderstandingComplexSystems: link.springer.com/book/10.1007/9… I can not thank enough our 56 contributors, who helped us put together 18 high-quality chapters...

Major release: Infomap 2.0 with regularized map equation – reveal flow-based communities in weighted, directed networks with incomplete data without overfitting. pip install infomap or git clone git@github.com:mapequation/infomap.git cd infomap make -j

Our last work about integrating network structure and metadata using absorbing random walks and the map equation. Great collaboration with @m_rosvall @antoneri @AleixBassolas and Antoine Marot. arxiv.org/abs/2111.05158

@manlius84 @KeybaseIO @cxdig @tiagopeixoto @fede7j @suneman Isn't Keybase dead since the zoom buyout?

Curious about non-local relations between metadata and modular structure in your networks? Preprint with @AleixBassolas, @antoneri, Antoine Marot, and Vincenzo Nicosia: Metadata-informed community detection with lazy encoding using absorbing random walks. arxiv.org/abs/2111.05158

Trouble running Infomap in Windows? We now provide pre-compiled Infomap binaries for Windows. Download and run Infomap in the PowerShell. Feature request from many R users. Work by @antoneri and @daniel_edler. #DownloadBinary" target="_blank" rel="nofollow noopener">mapequation.org/infomap/#Downl…

In this paper @antoneri, @m_rosvall et al. define unipartite, bipartite, and multilayer network representations of hypergraph flows to extract the community structure of social and biological systems with higher-order interactions. @IceLab_umea nature.com/articles/s4200…

Last news from the world of hypergraphs: * "How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs" by @antoneri @m_rosvall &al. * "Hypergraph reconstruction from network data" by @_jgyou @lordgrilo & @tiagopeixoto

Now published in Communications Physics as How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs with a new case study on metabolic networks. doi.org/10.1038/s42005… @antoneri @daniel_edler @NetPaleo @manlius84

Today we released Infomap 1.4 with bug fixes and improved Python API, including NetworkX integration. For example, now you can export results to JSON (-o json). Upgrade with pip install -U infomap. mapequation.github.io/infomap/python/

Attending @Networks2021? Come join us at the Higher-Order Models in Network Science (HONS 2021) satellite on July 2nd! This year, we will focus on higher-order models in social systems and are looking forward to this program: hons-web.github.io/online/program…

Little did we know how different two flow-based community-detection algorithms applied to hypergraphs would behave. arxiv.org/abs/2105.04389

How can we effectively simplify important structures in hypergraphs? We used Infomap to explore how different random-walk models and network representations change the number, size, depth, and overlap of identified multilevel communities. arxiv.org/abs/2101.00656

Did you run enough attempts when you identified communities in your network? Check out our solution-landscape notebook and 1. identity the sufficient number of attempts 2. visualize the solution landscape 3. explore how solutions differ github.com/mapequation/so…

Struggling to simplify and highlight important structures in large networks? We have released Infomap v1.0 with a new Python API, web worker, semantic versioning, and more. Check out mapequation.org/infomap/ and run Infomap without any installation!