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Umeå University
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Staff photo Martin Rosvall

Martin Rosvall

I am interested in understanding how the flow of information through social and biological systems affect their function. Read more on my research website: https://www.martinrosvall.com

Research qualifications: Docent

Contact

E-mail
martin.rosvall@umu.se
Phone
+46 70 239 19 73

Works at

Affiliation
Professor at Department of Physics Section: IceLab
Location
Naturvetarhuset, byggnad G, NA plan 3, IceLab Umeå universitet, 901 87 Umeå
Affiliation
Affiliated as professor at Molecular Infection Medicine Sweden (MIMS) Section: Research groups
Location
6L, Institutionen för molekylärbiologi Institutionen för molekylärbiologi, 90187 Umeå
Pseudomonas syringae infectivity correlates to altered transcript and metabolite levels of Arabidopsis mediator mutants
Scientific Reports, Springer Nature 2024, Vol. 14, (1)
Blomberg, Jeanette; Tasselius, Viktor; Vergara, Alexander; et al.
Co-PATHOgenex web application for assessing complex stress responses in pathogenic bacteria
Microbiology Spectrum, American Society for Microbiology 2024, Vol. 12, (1)
Fernández, Leyden; Rosvall, Martin; Normark, Johan; et al.
Module-based regularization improves Gaussian graphical models when observing noisy data
Applied Network Science, Springer Nature 2024, Vol. 9, (1)
Neuman, Magnus; Calatayud, Joaquín; Tasselius, Viktor; et al.
Mapping change in higher-order networks with multilevel and overlapping communities
Applied Network Science, Springer Nature 2023, Vol. 8, (1)
Holmgren, Anton; Edler, Daniel; Rosvall, Martin
Compressing network populations with modal networks reveal structural diversity
Communications Physics, Springer Nature 2023, Vol. 6, (1)
Kirkley, Alec; Rojas, Alexis; Rosvall, Martin; et al.
Controls on terrestrial carbon fluxes in simulated networks of connected streams and lakes
Global Biogeochemical Cycles, John Wiley & Sons 2023, Vol. 37, (3)
Vachon, Dominic; Sponseller, Ryan A.; Rosvall, Martin; et al.
Mapping nonlocal relationships between metadata and network structure with metadata-dependent encoding of random walks
Science Advances, American Association for the Advancement of Science (AAAS) 2022, Vol. 8, (43)
Bassolas, Aleix; Holmgren, Anton; Marot, Antoine; et al.
Map equation centrality: community-aware centrality based on the map equation
Applied Network Science, Springer 2022, Vol. 7, (1)
Blöcker, Christopher; Nieves, Juan Carlos; Rosvall, Martin
Similarity-based link prediction from modular compression of network flows
Proceedings of the First Learning on Graphs Conference, ML Research Press 2022 : 52:1-52:18
Blöcker, Christopher; Smiljanic, Jelena; Scholtes, Ingo; et al.
Infomap Bioregions 2: exploring the interplay between biogeography and evolution
Edler, Daniel; Holmgren, Anton; Rojas, Alexis; et al.
Flow-Based Community Detection in Hypergraphs
Higher-Order Systems, Springer Science+Business Media B.V. 2022 : 141-161
Eriksson, Anton; Carletti, Timoteo; Lambiotte, Renaud; et al.
Cross-validation of correlation networks using modular structure
Applied Network Science, Vol. 7, (1)
Neuman, Magnus; Jonsson, Viktor; Calatayud, Joaquín; et al.
Network-based biostratigraphy for the late Permian to mid-Triassic Beaufort Group (Karoo Supergroup) in South Africa enhances biozone applicability and stratigraphic correlation
Palaeontology, John Wiley & Sons 2022, Vol. 65, (5)
Viglietti, Pia A.; Rojas, Alexis; Rosvall, Martin; et al.
Socioeconomic and environmental patterns behind H1N1 spreading in Sweden
Scientific Reports, Nature Publishing Group 2021, Vol. 11, (1)
Bóta, András; Holmberg, Martin; Gardner, Lauren; et al.
Regularities in species’ niches reveal the world’s climate regions
eLIFE, eLife Sciences Publications Ltd. 2021, Vol. 10
Calatayud, Joaquín; Neuman, Magnus; Rojas, Alexis; et al.
How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs
Communications Physics, Nature Publishing Group 2021, Vol. 4, (1)
Eriksson, Anton; Edler, Daniel; Rojas, Alexis; et al.
Impacts of Oxazepam on Perch (Perca fluviatilis) Behavior: Fish Familiarized to Lake Conditions Do Not Show Predicted Anti-anxiety Response
Environmental Science and Technology, American Chemical Society (ACS) 2021, Vol. 55, (6) : 3624-3633
Fahlman, Johan; Jonsson, Micael; Berglund Fick, Jerker; et al.
Identifying flow modules in ecological networks using Infomap
Methods in Ecology and Evolution, London: British Ecology Society 2021, Vol. 12, (5) : 778-786
Farage, Carmel; Edler, Daniel; Eklöf, Anna; et al.
A multiscale view of the Phanerozoic fossil record reveals the three major biotic transitions
Communications Biology, Vol. 4, (1)
Rojas, Alexis; Calatayud, Joaquín; Kowalewski, Michał; et al.
Mapping flows on weighted and directed networks with incomplete observations
Journal of Complex Networks, Oxford University Press 2021, Vol. 9, (6)
Smiljanic, Jelena; Blöcker, Christopher; Edler, Daniel; et al.
Mapping flows on bipartite networks
Physical review. E, American Physical Society 2020, Vol. 102, (5)
Blöcker, Christopher; Rosvall, Martin
Positive associations among rare species and their persistence in ecological assemblages
Nature Ecology & Evolution, Nature Publishing Group 2020, Vol. 4, (1) : 40-45
Calatayud, Joaquín; Andivia, Enrique; Escudero, Adrian; et al.
Different approaches to community detection
Advances in network clustering and blockmodeling, Hoboken: John Wiley & Sons 2020 : 105-119
Rosvall, Martin; Delvenne, Jean-Charles; Schaub, Michael T.; et al.
Mapping flows on sparse networks with missing links
Physical review. E, American Physical Society 2020, Vol. 102, (1)
Smiljanic, Jelena; Edler, Daniel; Rosvall, Martin
Human activity is altering the world's zoogeographical regions
Ecology Letters, John Wiley & Sons 2019, Vol. 22, (8) : 1297-1305
Bernardo-Madrid, Rubén; Calatayud, Joaquín; González-Suárez, Manuela; et al.
Exploring the solution landscape enables more reliable network community detection
Physical review. E, Vol. 100, (5)
Calatayud, Joaquín; Bernardo-Madrid, Ruben; Neuman, Magnus; et al.
From networks to optimal higher-order models of complex systems
Nature Physics, NATURE PUBLISHING GROUP 2019, Vol. 15, (4) : 313-320
Lambiotte, Renaud; Rosvall, Martin; Scholtes, Ingo
Constrained information flows in temporal networks reveal intermittent communities
Physical review. E, American Physical Society 2018, Vol. 97, (6)
Aslak, Ulf; Rosvall, Martin; Lehmann, Sune
Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis
ACM Transactions on Knowledge Discovery from Data, Vol. 11, (3)
Bae, Seung-Hee; Halperin, Daniel; West, Jevin D.; et al.
Mapping Higher-Order Network Flows in Memory and Multilayer Networks with Infomap
Algorithms, Vol. 10, (4)
Edler, Daniel; Bohlin, Ludvig; Rosvall, Martin
Infomap Bioregions: Interactive Mapping of Biogeographical Regions from Species Distributions
Systematic Biology, Vol. 66, (2) : 197-204
Edler, Daniel; Guedes, Thais; Zizka, Alexander; et al.
Modelling sequences and temporal networks with dynamic community structures
Nature Communications, Nature Publishing Group 2017, Vol. 8
Peixoto, Tiago P.; Rosvall, Martin
The many facets of community detection in complex networks
Applied Network Science, Springer Nature 2017, Vol. 2, (1)
Schaub, Michael T.; Delvenne, Jean-Charles; Rosvall, Martin; et al.
Robustness of journal rankings by network flows with different amounts of memory
Journal of the Association for Information Science and Technology, Vol. 67, (10) : 2527-2535
Bohlin, Ludvig; Viamontes Esquivel, Alcides; Lancichinetti, Andrea; et al.
Efficient community detection of network flows for varying Markov times and bipartite networks
Physical Review E, Vol. 93, (3)
Kheirkhahzadeh, Masoumeh; Lancichinetti, Andrea; Rosvall, Martin
Mapping change in the overnight money market
Physica A: Statistical Mechanics and its Applications, Elsevier 2015, Vol. 424 : 44-51
Bech, Morten L; Bergstrom, Carl T; Rosvall, Martin; et al.
Identifying Modular Flows on Multilayer Networks Reveals Highly Overlapping Organization in Interconnected Systems
Physical Review X, Vol. 5, (1)
De Domenico, Manlio; Lancichinetti, Andrea; Arenas, Alex; et al.
Sources of and processes controlling CO2 emissions change with the size of streams and rivers
Nature Geoscience, Vol. 8, (9) : 696-699
Hotchkiss, E. R.; Hall, R. O., Jr.; Sponseller, R. A.; et al.
Mapping bilateral information interests using the activity of Wikipedia editors
Palgrave communications, Vol. 1 : 1-7
Karimi, Fariba; Bohlin, Ludvig; Samoilenko, Ann; et al.
Estimating the resolution limit of the map equation in community detection
Physical Review E. Statistical, Nonlinear, and Soft Matter Physics, Vol. 91, (1) : 012809-
Kawamoto, Tatsuro; Rosvall, Martin
Effect of memory on the dynamics of random walks on networks
Journal of Complex Networks, Oxford University Press 2015, Vol. 3, (2) : 177-188
Lambiotte, Renaud; Salnikov, Vsevolod; Rosvall, Martin
Community Detection and Visualization of Networks with the Map Equation Framework
Measuring Scholarly Impact: Methods and Practice, Springer 2014 : 3-34
Bohlin, Ludvig; Edler, Daniel; Lancichinetti, Andrea; et al.
Stock Portfolio Structure of Individual Investors Infers Future Trading Behavior
PLOS ONE, plos one 2014, Vol. 9, (7) : e103006-
Bohlin, Ludvig; Rosvall, Martin
Dynamics of interacting information waves in networks
Physical Review E. Statistical, Nonlinear, and Soft Matter Physics, American Physical Society 2014, Vol. 89, (1) : 012809-
Mirshahvalad, Atieh; Viamontes Esquivel, Alcides; Lizana, Ludvig; et al.
Memory in network flows and its effects on spreading dynamics and community detection
Nature Communications, Vol. 5 : 4630-
Rosvall, Martin; Esquivel, Alcides V.; Lancichinetti, Andrea; et al.
Finding cultural holes: how structure and culture diverge in networks of scholarly communication
Sociological Science, Society for Sociological Science 2014, Vol. 1 : 221-238
Vilhena, Daril A.; Foster, Jacob G.; Rosvall, Martin; et al.
Scalable Flow-Based Community Detection for Large-Scale Network Analysis
2013 IEEE 13TH INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW), IEEE 2013 : 303-310
Bae, Seung-Hee; Halperin, Daniel; West, Jevin; et al.
Coherence out of chaos: mapping European union law by running randomly through the maze of CJEU case law
Europarättslig tidskrift, Stockholm: Institutet för europarätt 2013, (3) : 517-535
Derlén, Mattias; Lindholm, Johan; Rosvall, Martin; et al.
Resampling effects on significance analysis of network clustering and ranking
PLOS ONE, Public Library of Science 2013, Vol. 8, (1)
Mirshahvalad, Atieh; Beauchesne, Olivier; Archambault, Éric; et al.
A Network-Based Approach to Visualize Prevalence and Progression of Metabolic Syndrome Components
PLOS ONE, San Francisco: Public Library of Science 2012, Vol. 7, (6) : e39461-
Haring, Robin; Rosvall, Martin; Völker, Uwe; et al.
View publications in DiVA

Research groups

Head of research
Complex systems

Research projects

1 January 2024
Stress Response Modeling at IceLab
1 January 2021 until 31 December 2025
An integrative framework for understanding and predicting the role of inland waters in the carbon cycle
1 January 2017 until 31 December 2022
Climate change induced regime shifts in Northern lake ecosystems