↓ Skip to main content

Complex Networks IX

Overview of attention for book
Cover of 'Complex Networks IX'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 On the Eccentricity Function in Graphs
  3. Altmetric Badge
    Chapter 2 Density Decompositions of Networks
  4. Altmetric Badge
    Chapter 3 Fast Streaming Small Graph Canonization
  5. Altmetric Badge
    Chapter 4 Silhouette for the Evaluation of Community Structures in Multiplex Networks
  6. Altmetric Badge
    Chapter 5 Jaccard Curvature—an Efficient Proxy for Ollivier-Ricci Curvature in Graphs
  7. Altmetric Badge
    Chapter 6 Combinatorial Miller–Hagberg Algorithm for Randomization of Dense Networks
  8. Altmetric Badge
    Chapter 7 Proposal of Strategic Link Addition for Improving the Robustness of Multiplex Networks
  9. Altmetric Badge
    Chapter 8 Embedding-Centrality: Generic Centrality Computation Using Neural Networks
  10. Altmetric Badge
    Chapter 9 Fast Sequence-Based Embedding with Diffusion Graphs
  11. Altmetric Badge
    Chapter 10 Semi-supervised Graph Embedding Approach to Dynamic Link Prediction
  12. Altmetric Badge
    Chapter 11 Modularity Optimization as a Training Criterion for Graph Neural Networks
  13. Altmetric Badge
    Chapter 12 Outer Synchronization for General Weighted Complex Dynamical Networks Considering Incomplete Measurements of Transmitted Information
  14. Altmetric Badge
    Chapter 13 Diffusive Phenomena in Dynamic Networks: A Data-Driven Study
  15. Altmetric Badge
    Chapter 14 Fractal Analyses of Networks of Integrate-and-Fire Stochastic Spiking Neurons
  16. Altmetric Badge
    Chapter 15 Cultivating Tipping Points: Network Science in Teaching
  17. Altmetric Badge
    Chapter 16 Terrorist Network Analyzed with an Influence Spreading Model
  18. Altmetric Badge
    Chapter 17 Author Attribution Using Network Motifs
  19. Altmetric Badge
    Chapter 18 Complex Networks Reveal a Glottochronological Classification of Natural Languages
  20. Altmetric Badge
    Chapter 19 A Percolation-Based Thresholding Method with Applications in Functional Connectivity Analysis
  21. Altmetric Badge
    Chapter 20 Discovering Patterns of Interest in IP Traffic Using Cliques in Bipartite Link Streams
  22. Altmetric Badge
    Chapter 21 Router-Level Topologies of Autonomous Systems
  23. Altmetric Badge
    Chapter 22 Social Influence (Deep) Learning for Human Behavior Prediction
  24. Altmetric Badge
    Chapter 23 Inspiration, Captivation, and Misdirection: Emergent Properties in Networks of Online Navigation
  25. Altmetric Badge
    Chapter 24 Are Crisis Platforms Supporting Citizen Participation?
  26. Altmetric Badge
    Chapter 25 Dynamic Visualization of Citation Networks and Detection of Influential Node Addition
  27. Altmetric Badge
    Chapter 26 A Trust-Based News Spreading Model
  28. Altmetric Badge
    Chapter 27 Discovering Mobility Functional Areas: A Mobility Data Analysis Approach
  29. Altmetric Badge
    Chapter 28 Estimating Peer-Influence Effects Under Homophily: Randomized Treatments and Insights
Attention for Chapter 11: Modularity Optimization as a Training Criterion for Graph Neural Networks
Altmetric Badge

About this Attention Score

  • Average Attention Score compared to outputs of the same age and source

Mentioned by

twitter
4 X users

Citations

dimensions_citation
1 Dimensions

Readers on

mendeley
5 Mendeley
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Chapter title
Modularity Optimization as a Training Criterion for Graph Neural Networks
Chapter number 11
Book title
Complex Networks IX
Published in
arXiv, March 2018
DOI 10.1007/978-3-319-73198-8_11
Book ISBNs
978-3-31-973197-1, 978-3-31-973198-8
Authors

Tsuyoshi Murata, Naveed Afzal

X Demographics

X Demographics

The data shown below were collected from the profiles of 4 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 5 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 1 20%
Researcher 1 20%
Student > Postgraduate 1 20%
Unknown 2 40%
Readers by discipline Count As %
Computer Science 2 40%
Engineering 1 20%
Unknown 2 40%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 04 July 2022.
All research outputs
#17,008,464
of 24,998,746 outputs
Outputs from arXiv
#394,453
of 1,020,287 outputs
Outputs of similar age
#218,516
of 337,619 outputs
Outputs of similar age from arXiv
#9,643
of 19,482 outputs
Altmetric has tracked 24,998,746 research outputs across all sources so far. This one is in the 21st percentile – i.e., 21% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1,020,287 research outputs from this source. They receive a mean Attention Score of 4.1. This one has gotten more attention than average, scoring higher than 53% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 337,619 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 26th percentile – i.e., 26% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 19,482 others from the same source and published within six weeks on either side of this one. This one is in the 35th percentile – i.e., 35% of its contemporaries scored the same or lower than it.