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Physica A, ISSN 0378-4371, 03/2011, Volume 390, Issue 6, pp. 1150 - 1170
Link prediction in complex networks has attracted increasing attention from both physical and computer science communities. The algorithms can be used to... 
Link prediction | Probabilistic models | Node similarity | Maximum likelihood methods | Complex networks | Physics, Multidisciplinary | Physical Sciences | Physics | Science & Technology | Computer science | Surveys | Algorithms | Reconstruction | Networks | Communities | Classification | Links | Summaries | Statistical mechanics
Journal Article
Physica A, ISSN 0378-4371, 02/2012, Volume 391, Issue 4, pp. 1777 - 1787
Identifying influential nodes that lead to faster and wider spreading in complex networks is of theoretical and practical significance. The degree centrality... 
Influential nodes | Centrality measures | Spreading | SIR model | Complex networks | Physics, Multidisciplinary | Physical Sciences | Physics | Science & Technology | Performance evaluation | Networks | Ranking | Computer simulation | Computation | Statistical mechanics | Complexity
Journal Article
PloS one, ISSN 1932-6203, 10/2013, Volume 8, Issue 10, pp. e77455 - e77455
Journal Article
Proceedings of the National Academy of Sciences - PNAS, ISSN 1091-6490, 02/2015, Volume 112, Issue 8, pp. 2325 - 2330
The organization of real networks usually embodies both regularities and irregularities, and, in principle, the former can be modeled. The extent to which the... 
Link prediction | Predictability | Complex networks | Structural perturbation | Science & Technology - Other Topics | Multidisciplinary Sciences | Science & Technology | Usage | Algorithms | Research | Mathematical research | Complex systems | Information technology | Knowledge | Physical Sciences | structural perturbation | complex networks | predictability | link prediction
Journal Article
Nature communications, ISSN 2041-1723, 01/2016, Volume 7, Issue 1, pp. 10168 - 10168
Identifying influential nodes in dynamical processes is crucial in understanding network structure and function. Degree, H-index and coreness are widely used... 
Science & Technology - Other Topics | Multidisciplinary Sciences | Science & Technology
Journal Article
Physics reports, ISSN 0370-1573, 09/2016, Volume 650, pp. 1 - 63
Real networks exhibit heterogeneous nature with nodes playing far different roles in structure and function. To identify vital nodes is thus very significant,... 
Vital nodes | Percolation | Epidemic spreading | Complex networks | Centrality | Message passing theory | Physics, Multidisciplinary | Physical Sciences | Physics | Science & Technology | Computer science | Analysis | Machine learning
Journal Article