| TÃtulo : |
Complex Networks & Their Applications VI : Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications) |
| Tipo de documento: |
documento electrónico |
| Autores: |
Cherifi, Chantal, ; Cherifi, Hocine, ; Karsai, Márton, ; Musolesi, Mirco, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2018 |
| Número de páginas: |
XXV, 1288 p. 424 ilustraciones, 358 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-319-72150-7 |
| Nota general: |
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. |
| Idioma : |
Inglés (eng) |
| Palabras clave: |
Inteligencia Computacional Inteligencia artificial |
| Clasificación: |
006.3 |
| Resumen: |
Este libro destaca la investigación de vanguardia en el campo de la ciencia de redes y ofrece a cientÃficos, investigadores, estudiantes y profesionales una actualización única sobre los últimos avances en teorÃa y una multitud de aplicaciones. Presenta las actas revisadas por pares de la VI Conferencia Internacional sobre Redes Complejas y sus Aplicaciones (COMPLEX NETWORKS 2017), que tuvo lugar en Lyon del 29 de noviembre al 1 de diciembre de 2017. Los artÃculos cuidadosamente seleccionados cubren una amplia gama de temas teóricos como como modelos y medidas de red; estructura comunitaria, dinámica de redes; difusión, epidemias y procesos de expansión; resiliencia y control, asà como todas las principales aplicaciones de red, incluidas las redes sociales y polÃticas; redes en finanzas y economÃa; redes biológicas y ecológicas y redes tecnológicas. |
| Nota de contenido: |
Part I: Network measures -- A comparison of approaches to computing betweenness centrality for large graphs -- Cycle-centrality in economic and biological networks -- A game theoretic neighbourhood-based relevance index -- The impact of partially missing communities on the reliability of centrality measures -- Consistent estimation of mixed memberships with successive projections -- Reducing pivots of approximated betweenness computation by hierarchically clustering complex networks -- Power network equivalents: a network science based k-means clustering method integrated with silhouette analysis -- Part II: Link Analysis and Ranking -- Newton's gravitational law for link prediction in social networks -- Efï¬cient outlier detection in hyperedge streams using minHash and locality-sensitive hashing -- Layer-wise model stacking for link prediction in multilayer networks. Case of scientiï¬c collaboration networks -- Evolutionary community mining for link prediction in dynamic networks -- Rank aggregation for course sequence discovery -- Part III: Community Structure -- Community-based feature selection for credit card default prediction -- Tracking bitcoin users activity using community detection on a network of weak signals. |
| Tipo de medio : |
Computadora |
| Summary : |
This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the VI International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2017), which took place in Lyon on November 29 – December 1, 2017. The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, network dynamics; diffusion, epidemics and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and ecological networks and technological networks. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
Complex Networks & Their Applications VI : Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications) [documento electrónico] / Cherifi, Chantal, ; Cherifi, Hocine, ; Karsai, Márton, ; Musolesi, Mirco, . - 1 ed. . - [s.l.] : Springer, 2018 . - XXV, 1288 p. 424 ilustraciones, 358 ilustraciones en color. ISBN : 978-3-319-72150-7 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés ( eng)
| Palabras clave: |
Inteligencia Computacional Inteligencia artificial |
| Clasificación: |
006.3 |
| Resumen: |
Este libro destaca la investigación de vanguardia en el campo de la ciencia de redes y ofrece a cientÃficos, investigadores, estudiantes y profesionales una actualización única sobre los últimos avances en teorÃa y una multitud de aplicaciones. Presenta las actas revisadas por pares de la VI Conferencia Internacional sobre Redes Complejas y sus Aplicaciones (COMPLEX NETWORKS 2017), que tuvo lugar en Lyon del 29 de noviembre al 1 de diciembre de 2017. Los artÃculos cuidadosamente seleccionados cubren una amplia gama de temas teóricos como como modelos y medidas de red; estructura comunitaria, dinámica de redes; difusión, epidemias y procesos de expansión; resiliencia y control, asà como todas las principales aplicaciones de red, incluidas las redes sociales y polÃticas; redes en finanzas y economÃa; redes biológicas y ecológicas y redes tecnológicas. |
| Nota de contenido: |
Part I: Network measures -- A comparison of approaches to computing betweenness centrality for large graphs -- Cycle-centrality in economic and biological networks -- A game theoretic neighbourhood-based relevance index -- The impact of partially missing communities on the reliability of centrality measures -- Consistent estimation of mixed memberships with successive projections -- Reducing pivots of approximated betweenness computation by hierarchically clustering complex networks -- Power network equivalents: a network science based k-means clustering method integrated with silhouette analysis -- Part II: Link Analysis and Ranking -- Newton's gravitational law for link prediction in social networks -- Efï¬cient outlier detection in hyperedge streams using minHash and locality-sensitive hashing -- Layer-wise model stacking for link prediction in multilayer networks. Case of scientiï¬c collaboration networks -- Evolutionary community mining for link prediction in dynamic networks -- Rank aggregation for course sequence discovery -- Part III: Community Structure -- Community-based feature selection for credit card default prediction -- Tracking bitcoin users activity using community detection on a network of weak signals. |
| Tipo de medio : |
Computadora |
| Summary : |
This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory and a multitude of applications. It presents the peer-reviewed proceedings of the VI International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2017), which took place in Lyon on November 29 – December 1, 2017. The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, network dynamics; diffusion, epidemics and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and ecological networks and technological networks. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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