Martin Rosvall

According to our database, Martin Rosvall authored at least 41 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Module-based regularization improves Gaussian graphical models when observing noisy data.

Magnus Neuman, Joaquín Calatayud, Viktor Tasselius, Martin Rosvall

Appl. Netw. Sci., December, 2024

Compressing regularised dynamics improves link prediction in sparse networks.

Maja Lindström, Christopher Blöcker, Tommy Löfstedt, Martin Rosvall

CoRR, 2024

A Correlation- and Mean-Aware Loss Function and Benchmarking Framework to Improve GAN-based Tabular Data Synthesis.

Minh H. Vu, Daniel Edler, Carl Wibom, Tommy Löfstedt, Beatrice Melin, Martin Rosvall

CoRR, 2024

2023

Mapping change in higher-order networks with multilevel and overlapping communities.

Anton Holmgren, Daniel Edler, Martin Rosvall

Appl. Netw. Sci., December, 2023

2022

Compressing network populations with modal networks reveals structural diversity.

Alec Kirkley, Alexis Rojas, Martin Rosvall, Jean-Gabriel Young

CoRR, 2022

Map Equation Centrality: A Community-Aware Centrality Score Based on the Map Equation.

Christopher Blöcker, Juan Carlos Nieves, Martin Rosvall

CoRR, 2022

Cross-validation of correlation networks using modular structure.

Magnus Neuman, Viktor Jonsson, Joaquín Calatayud, Martin Rosvall

Appl. Netw. Sci., 2022

Map equation centrality: community-aware centrality based on the map equation.

Christopher Blöcker, Juan Carlos Nieves, Martin Rosvall

Appl. Netw. Sci., 2022

Similarity-Based Link Prediction From Modular Compression of Network Flows.

Christopher Blöcker, Jelena Smiljanic, Ingo Scholtes, Martin Rosvall

Proceedings of the Learning on Graphs Conference, 2022

2021

Higher-Order Graph Models: From Theoretical Foundations to Machine Learning (Dagstuhl Seminar 21352).

Tina Eliassi-Rad, Vito Latora, Martin Rosvall, Ingo Scholtes

Dagstuhl Reports, 2021

Metadata-informed community detection with lazy encoding using absorbing random walks.

Aleix Bassolas, Anton Eriksson, Antoine Marot, Martin Rosvall, Vincenzo Nicosia

CoRR, 2021

Correction to "Mapping flows on weighted and directed networks with incomplete observations".

Jelena Smiljanic, Christopher Blöcker, Daniel Edler, Martin Rosvall

J. Complex Networks, 2021

Mapping flows on weighted and directed networks with incomplete observations.

Jelena Smiljanic, Christopher Blöcker, Daniel Edler, Martin Rosvall

J. Complex Networks, 2021

2020

Mapping Flows in Bipartite Networks.

Christopher Blöcker, Martin Rosvall

CoRR, 2020

2019

Exploring the solution landscape enables more reliable network community detection.

Joaquín Calatayud, Rubén Bernardo-Madrid, Magnus Neuman, Alexis Rojas, Martin Rosvall

CoRR, 2019

2018

Understanding Complex Systems: From Networks to Optimal Higher-Order Models.

Renaud Lambiotte, Martin Rosvall, Ingo Scholtes

CoRR, 2018

2017

Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis.

Seung-Hee Bae, Daniel Halperin, Jevin D. West, Martin Rosvall, Bill Howe

ACM Trans. Knowl. Discov. Data, 2017

Different approaches to community detection.

Martin Rosvall, Jean-Charles Delvenne, Michael T. Schaub, Renaud Lambiotte

CoRR, 2017

Constrained information flows in temporal networks reveal intermittent communities.

Ulf Aslak, Martin Rosvall, Sune Lehmann

CoRR, 2017

The many facets of community detection in complex networks.

Michael T. Schaub, Jean-Charles Delvenne, Martin Rosvall, Renaud Lambiotte

Appl. Netw. Sci., 2017

Mapping Higher-Order Network Flows in Memory and Multilayer Networks with Infomap.

Daniel Edler, Ludvig Bohlin, Martin Rosvall

Algorithms, 2017

2016

Robustness of journal rankings by network flows with different amounts of memory.

Ludvig Bohlin, Alcides Viamontes Esquivel, Andrea Lancichinetti, Martin Rosvall

J. Assoc. Inf. Sci. Technol., 2016

Maps of sparse Markov chains efficiently reveal community structure in network flows with memory.

Christian Persson, Ludvig Bohlin, Daniel Edler, Martin Rosvall

CoRR, 2016

2015

Modeling sequences and temporal networks with dynamic community structures.

Tiago P. Peixoto, Martin Rosvall

CoRR, 2015

Efficient community detection of network flows for varying Markov times and bipartite networks.

Masoumeh Kheirkhah, Andrea Lancichinetti, Martin Rosvall

CoRR, 2015

Quantifying national information interests using the activity of Wikipedia editors.

Fariba Karimi, Ludvig Bohlin, Anna Samoilenko, Martin Rosvall, Andrea Lancichinetti

CoRR, 2015

Effect of memory on the dynamics of random walks on networks.

Renaud Lambiotte, Vsevolod Salnikov, Martin Rosvall

J. Complex Networks, 2015

2014

The map equation and the resolution limit in community detection.

Tatsuro Kawamoto, Martin Rosvall

CoRR, 2014

Identifying modular flows on multilayer networks reveals highly overlapping organization in social systems.

Manlio De Domenico, Andrea Lancichinetti, Alex Arenas, Martin Rosvall

CoRR, 2014

2013

Networks with Memory

Martin Rosvall, Alcides Viamontes Esquivel, Andrea Lancichinetti, Jevin D. West, Renaud Lambiotte

CoRR, 2013

Dynamics of interacting information waves in networks.

Atieh Mirshahvalad, Alcides Viamontes Esquivel, Ludvig Lizana, Martin Rosvall

CoRR, 2013

Scalable Flow-Based Community Detection for Large-Scale Network Analysis.

Seung-Hee Bae, Daniel Halperin, Jevin D. West, Martin Rosvall, Bill Howe

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

2012

Effect of resampling schemes on significance analysis of clustering and ranking

Atieh Mirshahvalad, Olivier H. Beauchesne, Éric Archambault, Martin Rosvall

CoRR, 2012

Comparing network covers using mutual information

Alcides Viamontes Esquivel, Martin Rosvall

CoRR, 2012

2011

Ranking and clustering of nodes in networks with smart teleportation

Renaud Lambiotte, Martin Rosvall

CoRR, 2011

Significant communities in large sparse networks

Atieh Mirshahvalad, Johan Lindholm, Mattias Derlen, Martin Rosvall

CoRR, 2011

Compression of flow can reveal overlapping modular organization in networks

Alcides Viamontes Esquivel, Martin Rosvall

CoRR, 2011

Reinforced communication and social navigation: remember your friends and remember yourself

Atieh Mirshahvalad, Martin Rosvall

CoRR, 2011

2010

Multilevel compression of random walks on networks reveals hierarchical organization in large integrated systems

Martin Rosvall, Carl T. Bergstrom

CoRR, 2010

2009

well-formed.eigenfactor: visualizing information flow in science.

Moritz Stefaner, Martin Rosvall, Carl T. Bergstrom

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

2007

Networks and our Limited Information Horizon.

Martin Rosvall, Kim Sneppen

Int. J. Bifurc. Chaos, 2007