Concepedia

Autonomous overlapping community detection in temporal networks: A dynamic Bayesian nonnegative matrix factorization approach

Wenjun Wang, Pengfei Jiao, Dongxiao He, Di Jin, Lin Pan, Bogdan Gabryś

Knowledge-Based Systems · 2016 · 36 citations · 42 references

Open access

Concepts

ComputingData ScienceComplex SystemsTime Series AnalysisCommunity DetectionCommunity StructureDynamic Network AnalysisMatrix FactorizationNetwork DynamicsSocial Network AnalysisBayesian Nonnegative Matrix FactorizationDynamic Community DetectionOverlapping Community DetectionTemporal Network Community DetectionTemporal Networks

References

42

Finding and evaluating community structure in networks

Michelle G. Newman, Michelle Girvan · Physical Review E · 2004 · 14.1K citations · Full text

Engineering, Sociology, Complex Systems +12

Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations

Computing, Computer Science, Computer Vision +11

Uncovering the overlapping community structure of complex networks in nature and society

Gergely Palla, Imre Derényi, Illés J. Farkas et al. · Nature · 2005 · 5.4K citations · Full text

Life Sciences, Ecology, Community Ecology +13

Comparing community structure identification

León Danon, Albert Dı́az-Guilera, Jordi Duch et al. · Journal of Statistical Mechanics Theory and Experiment · 2005 · 2.9K citations · Full text

Life Sciences, Biostatistics, Community Assessment +11

Temporal networks

Petter Holme, Jari Saramäki · Physics Reports · 2012 · 2.6K citations · Full text