Detecting Hotspots on Networks

Juan Campos; Jorge Finke

doi:10.1007/978-3-030-36687-2_53

Detecting Hotspots on Networks

Juan Campos, Jorge Finke

Universidad Javeriana

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

Traditional approaches for measuring the concentration of events pay little attention to the effects of topological properties. To overcome this limitation, our work develops a theoretical framework to determine whether events are concentrated on a subset of interconnected nodes. We focus on low-clustered networks with regular, Poisson, and power-law degree distributions.

Original language	English
Title of host publication	Complex Networks and Their Applications VIII - Volume 1 Proceedings of the 8th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2019
Editors	Hocine Cherifi, Sabrina Gaito, José Fernendo Mendes, Esteban Moro, Luis Mateus Rocha
Publisher	Springer
Pages	633-644
Number of pages	12
ISBN (Print)	9783030366865
DOIs	https://doi.org/10.1007/978-3-030-36687-2_53
State	Published - 2020
Event	8th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2019 - Lisbon, Portugal Duration: 10 Dec 2019 → 12 Dec 2019

Publication series

Name	Studies in Computational Intelligence
Volume	881 SCI
ISSN (Print)	1860-949X
ISSN (Electronic)	1860-9503

Conference

Conference	8th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2019
Country/Territory	Portugal
City	Lisbon
Period	10/12/19 → 12/12/19

Keywords

Event concentration
Hotspot formation
Network models

Access to Document

10.1007/978-3-030-36687-2_53

Cite this

Campos, J., & Finke, J. (2020). Detecting Hotspots on Networks. In H. Cherifi, S. Gaito, J. F. Mendes, E. Moro, & L. M. Rocha (Eds.), Complex Networks and Their Applications VIII - Volume 1 Proceedings of the 8th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2019 (pp. 633-644). (Studies in Computational Intelligence; Vol. 881 SCI). Springer. https://doi.org/10.1007/978-3-030-36687-2_53

Campos, Juan ; Finke, Jorge. / Detecting Hotspots on Networks. Complex Networks and Their Applications VIII - Volume 1 Proceedings of the 8th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2019. editor / Hocine Cherifi ; Sabrina Gaito ; José Fernendo Mendes ; Esteban Moro ; Luis Mateus Rocha. Springer, 2020. pp. 633-644 (Studies in Computational Intelligence).

@inproceedings{a24fd4b91f654022ac36baac635d16be,

title = "Detecting Hotspots on Networks",

abstract = "Traditional approaches for measuring the concentration of events pay little attention to the effects of topological properties. To overcome this limitation, our work develops a theoretical framework to determine whether events are concentrated on a subset of interconnected nodes. We focus on low-clustered networks with regular, Poisson, and power-law degree distributions.",

keywords = "Event concentration, Hotspot formation, Network models",

author = "Juan Campos and Jorge Finke",

note = "Publisher Copyright: {\textcopyright} 2020, Springer Nature Switzerland AG.; 8th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2019 ; Conference date: 10-12-2019 Through 12-12-2019",

year = "2020",

doi = "10.1007/978-3-030-36687-2_53",

language = "English",

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Campos, J & Finke, J 2020, Detecting Hotspots on Networks. in H Cherifi, S Gaito, JF Mendes, E Moro & LM Rocha (eds), Complex Networks and Their Applications VIII - Volume 1 Proceedings of the 8th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2019. Studies in Computational Intelligence, vol. 881 SCI, Springer, pp. 633-644, 8th International Conference on Complex Networks and their Applications, COMPLEX NETWORKS 2019, Lisbon, Portugal, 10/12/19. https://doi.org/10.1007/978-3-030-36687-2_53

Detecting Hotspots on Networks. / Campos, Juan; Finke, Jorge.
Complex Networks and Their Applications VIII - Volume 1 Proceedings of the 8th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2019. ed. / Hocine Cherifi; Sabrina Gaito; José Fernendo Mendes; Esteban Moro; Luis Mateus Rocha. Springer, 2020. p. 633-644 (Studies in Computational Intelligence; Vol. 881 SCI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Finke, Jorge

PY - 2020

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N2 - Traditional approaches for measuring the concentration of events pay little attention to the effects of topological properties. To overcome this limitation, our work develops a theoretical framework to determine whether events are concentrated on a subset of interconnected nodes. We focus on low-clustered networks with regular, Poisson, and power-law degree distributions.

AB - Traditional approaches for measuring the concentration of events pay little attention to the effects of topological properties. To overcome this limitation, our work develops a theoretical framework to determine whether events are concentrated on a subset of interconnected nodes. We focus on low-clustered networks with regular, Poisson, and power-law degree distributions.

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KW - Hotspot formation

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A2 - Gaito, Sabrina

A2 - Mendes, José Fernendo

A2 - Moro, Esteban

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Campos J, Finke J. Detecting Hotspots on Networks. In Cherifi H, Gaito S, Mendes JF, Moro E, Rocha LM, editors, Complex Networks and Their Applications VIII - Volume 1 Proceedings of the 8th International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2019. Springer. 2020. p. 633-644. (Studies in Computational Intelligence). doi: 10.1007/978-3-030-36687-2_53

Detecting Hotspots on Networks

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