Ranking by inspiration: a network science approach
Sign Up to like & getrecommendations! Published in 2019 at "Machine Learning"
DOI: 10.1007/s10994-019-05828-9
Abstract: Contagion processes have been widely studied in epidemiology and life science in general, but their implications are largely tangible in other research areas, such as in network science and computational social science. Contagion models, in… read more here.
Keywords: inspiration; network; science; bibliographic networks ... See more keywords
Statistical methods for constructing disease comorbidity networks from longitudinal inpatient data
Sign Up to like & getrecommendations! Published in 2018 at "Applied Network Science"
DOI: 10.1007/s41109-018-0101-4
Abstract: Tools from network science can be utilized to study relations between diseases. Different studies focus on different types of inter-disease linkages. One of them is the comorbidity patterns derived from large-scale longitudinal data of hospital… read more here.
Keywords: network; statistical methods; comorbidity; disease ... See more keywords
Digital phenotyping for psychiatry: Accommodating data and theory with network science methodologies.
Sign Up to like & getrecommendations! Published in 2019 at "Current opinion in biomedical engineering"
DOI: 10.1016/j.cobme.2018.12.003
Abstract: Digital phenotyping is the moment-by-moment quantification of our interactions with digital devices. With appropriate tools, digital phenotyping data afford unprecedented insight into our transactions with the world and hold promise for developing novel signatures of… read more here.
Keywords: science methodologies; network science; digital phenotyping; psychopathology ... See more keywords
Stackelberg game in critical infrastructures from a network science perspective
Sign Up to like & getrecommendations! Published in 2019 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2019.01.119
Abstract: Abstract Defending critical infrastructures has received enormous attentions by security agencies. Many infrastructures function as networks such as transportation and communication systems. It is necessary for us to protect them from a network science perspective.… read more here.
Keywords: network science; stackelberg game; critical infrastructures; strategy ... See more keywords
Stars, holes, or paths across your Facebook friends: A graphlet-based characterization of many networks
Sign Up to like & getrecommendations! Published in 2019 at "Network Science"
DOI: 10.1017/nws.2019.20
Abstract: Abstract Network science gathers methods coming from various disciplines which sometimes hardly cross the boundaries between these disciplines. Widely used in molecular biology in the study of protein interaction networks, the enumeration, in a network,… read more here.
Keywords: stars holes; network; facebook; holes paths ... See more keywords
Bringing network science to primary school
Sign Up to like & getrecommendations! Published in 2022 at "Network Science"
DOI: 10.1017/nws.2022.15
Abstract: Abstract Several papers have highlighted the potential of network science to appeal to a younger audience of high school children and provided lesson material on network science for high school children. However, network science also… read more here.
Keywords: primary school; network; network science; school children ... See more keywords
Expanding the boundaries of interdisciplinary field: Contribution of Network Science journal to the development of network science
Sign Up to like & getrecommendations! Published in 2023 at "Network Science"
DOI: 10.1017/nws.2022.41
Abstract: Abstract In this paper, we examine the contribution of Network Science journal to the network science discipline. We do so from two perspectives. First, expanding the existing taxonomy of article contribution, we examine trends in… read more here.
Keywords: network; contribution network; journal; network science ... See more keywords
Drawing transmission graphs for COVID-19 in the perspective of network science
Sign Up to like & getrecommendations! Published in 2020 at "Epidemiology and Infection"
DOI: 10.1017/s0950268820002654
Abstract: Abstract When we consider a probability distribution about how many COVID-19-infected people will transmit the disease, two points become important. First, there could be super-spreaders in these distributions/networks and second, the Pareto principle could be… read more here.
Keywords: network science; distribution; covid; transmission ... See more keywords
Twenty years of network science
Sign Up to like & getrecommendations! Published in 2018 at "Nature"
DOI: 10.1038/d41586-018-05444-y
Abstract: The idea that everyone in the world is connected to everyone else by just six degrees of separation was explained by the ‘small-world’ network model 20 years ago. What seemed to be a niche finding… read more here.
Keywords: network; twenty years; world; network science ... See more keywords
Network science applied to forest megaplots: tropical tree species coexist in small-world networks
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-70052-8
Abstract: Network analysis is an important tool to analyze the structure of complex systems such as tropical forests. Here, we infer spatial proximity networks in tropical forests by using network science. First, we focus on tree… read more here.
Keywords: network; tree; tropical forests; network science ... See more keywords
Bridging the gap between graphs and networks
Sign Up to like & getrecommendations! Published in 2020 at "Communications Physics"
DOI: 10.1038/s42005-020-0359-6
Abstract: Network science has become a powerful tool to describe the structure and dynamics of real-world complex physical, biological, social, and technological systems. Largely built on empirical observations to tackle heterogeneous, temporal, and adaptive patterns of… read more here.
Keywords: gap graphs; bridging gap; network science; network ... See more keywords