Scale-Free Networks
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Networks can be modeled as graphs consisting of elements that exhibit specific interactions with other elements.
“One way to model such networks is as graphs consisting of elements that exhibit specific interactions with other elements [60–64].”
From Multi-omics approaches to disease (2017) · cites this paper as [60]
Cited by
Sorted by citations
A General Framework for Weighted Gene Co-Expression Network Analysis
Zhang, B., & Horvath, S. (2005) · Statistical Applications in Genetics and Molecular Biology · doi:10.2202/1544-6115.1128 · Cited by 5,684 · see citing works
Network medicine: a network-based approach to human disease
Barabási, A.-L., Gulbahce, N., & Loscalzo, J. (2011) · Nature Reviews Genetics · doi:10.1038/nrg2918 · Cited by 5,034 · see citing works
Self-citationStatistical physics of social dynamics
Castellano, C., Fortunato, S., & Loreto, V. (2009) · Reviews of Modern Physics · doi:10.1103/revmodphys.81.591 · Cited by 4,119 · see citing works
Exploring the brain network: A review on resting-state fMRI functional connectivity
van den Heuvel, M. P., & Hulshoff Pol, H. E. (2010) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2010.03.008 · Cited by 3,326 · see citing works
Multi-omics approaches to disease
Hasin, Y., Seldin, M., & Lusis, A. (2017) · Genome Biology · doi:10.1186/s13059-017-1215-1 · Cited by 2,953 · see citing works
Flexible nets: The roles of intrinsic disorder in protein interaction networks
Dunker, A. K., Cortese, M. S., Romero, P., Iakoucheva, L. M., & Uversky, V. N. (2005) · The FEBS Journal · doi:10.1111/j.1742-4658.2005.04948.x · Cited by 1,122 · see citing works
Showing your ID: intrinsic disorder as an ID for recognition, regulation and cell signaling
Uversky, V. N., Oldfield, C. J., & Dunker, A. K. (2005) · Journal of Molecular Recognition · doi:10.1002/jmr.747 · Cited by 847 · see citing works
Behavioral science at the crossroads in public health: Extending horizons, envisioning the future
Glass, T. A., & McAtee, M. J. (2006) · Social Science & Medicine · doi:10.1016/j.socscimed.2005.08.044 · Cited by 821 · see citing works
Exploring genetic interactions and networks with yeast
Boone, C., Bussey, H., & Andrews, B. J. (2007) · Nature Reviews Genetics · doi:10.1038/nrg2085 · Cited by 661 · see citing works
Understanding pathways for scaling up health services through the lens of complex adaptive systems
Paina, L., & Peters, D. H. (2012) · Health Policy and Planning · doi:10.1093/heapol/czr054 · Cited by 534 · see citing works
When is hub gene selection better than standard meta-analysis?
Langfelder, P., Mischel, P. S., & Horvath, S. (2013) · PLoS ONE · doi:10.1371/journal.pone.0061505 · Cited by 313 · see citing works
World citation and collaboration networks: uncovering the role of geography in science
Pan, R. K., Kaski, K., & Fortunato, S. (2012) · Scientific Reports · doi:10.1038/srep00902 · Cited by 304 · see citing works
Structure of the global plastic waste trade network and the impact of China’s import Ban
Wang, C., Zhao, L., Lim, M. K., Chen, W.-Q., & Sutherland, J. W. (2020) · Resources, Conservation and Recycling · doi:10.1016/j.resconrec.2019.104591 · Cited by 259 · see citing works
Intrinsically disordered proteins play diverse roles in cell signaling
Bondos, S. E., Dunker, A. K., & Uversky, V. N. (2022) · Cell Communication and Signaling · doi:10.1186/s12964-022-00821-7 · Cited by 222 · see citing works
Development Trends of White Matter Connectivity in the First Years of Life
Yap, P.-T., Fan, Y., Chen, Y., Gilmore, J. H., Lin, W., & Shen, D. (2011) · PLoS ONE · doi:10.1371/journal.pone.0024678 · Cited by 190 · see citing works
Where Have All the Interactions Gone? Estimating the Coverage of Two-Hybrid Protein Interaction Maps
Huang, H., Jedynak, B. M., & Bader, J. S. (2007) · PLoS Computational Biology · doi:10.1371/journal.pcbi.0030214 · Cited by 182 · see citing works
Charting the Landscape of Online Cryptocurrency Manipulation
Nizzoli, L., Tardelli, S., Avvenuti, M., Cresci, S., Tesconi, M., & Ferrara, E. (2020) · IEEE Access · doi:10.1109/access.2020.3003370 · Cited by 132 · see citing works
Decoding the Transcriptional Response to Ischemic Stroke in Young and Aged Mouse Brain
Androvic, P., Kirdajova, D., Tureckova, J., Zucha, D., Rohlova, E., Abaffy, P., Kriska, J., Valny, M., Anderova, M., Kubista, M., et al. (2020) · Cell Reports · doi:10.1016/j.celrep.2020.107777 · Cited by 118 · see citing works
Smart cities within world city networks
Wall, R. S., & Stavropoulos, S. (2016) · Applied Economics Letters · doi:10.1080/13504851.2015.1117038 · Cited by 42 · see citing works
Genomics and Cardiovascular Drug Development
Plump, A. S., & Lum, P. Y. (2009) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2008.11.050 · Cited by 31 · see citing works
Networks of Networks: An Essay on Multi-Level Biological Organization
Uversky, V. N., & Giuliani, A. (2021) · Frontiers in Genetics · doi:10.3389/fgene.2021.706260 · Cited by 28 · see citing works
A biochemical network modeling of a whole-cell
Burke, P. E. P., Campos, C. B. D. L., Costa, L. D. F., & Quiles, M. G. (2020) · Scientific Reports · doi:10.1038/s41598-020-70145-4 · Cited by 18 · see citing works
Li, G., Mandal, S. K., Ogras, U. Y., & Marculescu, R. (2021) · ACM Transactions on Embedded Computing Systems · doi:10.1145/3476994 · Cited by 15 · see citing works
- Authors
- Barabási, A.-L., & Bonabeau, E.
- ORCID
- Bonabeau, Eric
- Venue
- Scientific American
- Published
- 2003-05
- Volume
- 288
- Issue
- 5
- Pages
- 60-69
- ISSN
- 0036-8733 (ISSN-L)
- OpenAlex
- W2018934112
- Cited by
- 2,494
- References
- 0
- Citations by year
- 2026: 39 · 2025: 71 · 2024: 95 · 2023: 90 · 2022: 91 · 2021: 191 · 2020: 139 · 2019: 100 · 2018: 122 · 2017: 80 · 2016: 105 · 2015: 105 · 2014: 116 · 2013: 137 · 2012: 142
- FWCI
- 41.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Scientific American (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Physical Sciences › Physics and Astronomy › Statistical and Nonlinear Physics › Complex Network Analysis Techniques
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Complex Systems and Time Series Analysis
- Physical Sciences › Mathematics › Geometry and Topology › Graph theory and applications
- Keywords
- scale-free networks, complex systems, network topology, organizing principles, complex networks
- MeSH terms
- Cells, Disease Outbreaks, Homeostasis, Humans, Mathematics, Nerve Net, Proteins, Social Behavior, Transportation, Computer Security, Neural Networks, Computer, Internet
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review