Anton Holmgren

[Martin Rosvall @m_rosvall]

New preprint: Community Detection with the Map Equation and Infomap: Theory and Applications https://t.co/zCk0pajzYp

Explore the map equation's theoretical framework and learn to apply Infomap to diverse research problems. @antoneri @daniel_edler @chrisbloecker

[Enzo KatolaZ Nicosia @KatolaZ]

Our new paper on integrating network structure and metadata through random walks today in @ScienceAdvances https://t.co/Z7tQgyqZfY @AleixBassolas @m_rosvall @antoneri @QMULMaths

[Federico Battiston @fede7j]

The new book 'Higher-order systems' by @lordgrilo and myself is now available here as part of the @springerpub series #UnderstandingComplexSystems:

https://t.co/7zlVgSNfPI

I can not thank enough our 56 contributors, who helped us put together 18 high-quality chapters...

[Martin Rosvall @m_rosvall]

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 [email protected]:mapequation/infomap.git
cd infomap
make -j

[Enzo KatolaZ Nicosia @KatolaZ]

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.
https://t.co/S0p90nmVel

[Anton Holmgren @antoneri]

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

[Martin Rosvall @m_rosvall]

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. https://t.co/PWyTfWmVnM

[Martin Rosvall @m_rosvall]

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. https://t.co/zyqdSDYJzc

[Communications Physics @CommsPhys]

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 https://t.co/2Ci1HNManP

[Communications Physics @CommsPhys]

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

[Martin Rosvall @m_rosvall]

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. https://t.co/m1l6tIzH8S
@antoneri @daniel_edler @NetPaleo @manlius84

[Martin Rosvall @m_rosvall]

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. https://t.co/675cfYh0ZO

[Leonie Neuhäuser @[email protected] @leoneuhaeuser]

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:
https://t.co/k0w5q9yQQd

[Martin Rosvall @m_rosvall]

Little did we know how different two flow-based community-detection algorithms applied to hypergraphs would behave. https://t.co/guSTFi4bVo

[Martin Rosvall @m_rosvall]

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. https://t.co/Shb5R1Mab5

[Martin Rosvall @m_rosvall]

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 https://t.co/P6SSkwpgbU

[Martin Rosvall @m_rosvall]

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 https://t.co/jWkQeV3VWy and run Infomap without any installation!