MinerLSD: efficient mining of local patterns on attributed networks

Autor: Martin Atzmueller, Henry Soldano, Guillaume Santini, Dominique Bouthinon

Publikováno v: Applied Network Science, Vol 4, Iss 1, Pp 1-33 (2019)

Abstract Local pattern mining on attributed networks is an important and interesting research area combining ideas from network analysis and data mining. In particular, local patterns on attributed networks allow both the characterization in terms of

Externí odkaz: https://doaj.org/article/ee8bc22c49a24389ac8ed2217c2a6ab4

MinerLSD: efficient mining of local patterns on attributed networks

Autor: Henry Soldano, Dominique Bouthinon, Guillaume Santini, Martin Atzmueller

Publikováno v: Applied Network Science, Vol 4, Iss 1, Pp 1-33 (2019)

Local pattern mining on attributed networks is an important and interesting research area combining ideas from network analysis and data mining. In particular, local patterns on attributed networks allow both the characterization in terms of their st

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dec0a35f73d5c5b71b7ea54906ed2344
http://link.springer.com/article/10.1007/s41109-019-0155-y

Closed-loop cycles of experiment design, execution, and learning accelerate systems biology model development in yeast

Autor: Ross D. King, Jacek Grzebyta, Martin Carpenter, Jan Ramon, Henry Soldano, Céline Rouveirol, Guillaume Santini, Anthony Coutant, Katherine Roper, Larisa N. Soldatova, Daniel Trejo-Banos, Dominique Bouthinon, Mohamed Elati

Publikováno v: Proceedings of the National Academy of Sciences of the United States of America
Proceedings of the National Academy of Sciences of the United States of America, 2019, 116 (36), pp.18142-18147. ⟨10.1073/pnas.1900548116⟩
Proceedings of the National Academy of Sciences of the United States of America, National Academy of Sciences, 2019, 116 (36), pp.18142-18147. ⟨10.1073/pnas.1900548116⟩
Coutant, A, Roper, K, Trejo-Banos, D, Bouthinon, D, Carpenter, M, Grzebyta, J, Santini, G, Soldano, H, Ramon, J, Elati, M, Rouveirol, C, Soldatova, L N & King, R D 2019, ' Closed-loop cycles of experiment design, execution, and learning accelerate systems biology model development in yeast ', Proceedings of the National Academy of Sciences . https://doi.org/10.1073/pnas.1900548116

Significance Systems biology involves the development of large computational models of biological systems. The radical improvement of systems biology models will necessarily involve the automation of model improvement cycles. We present here a genera

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::41354083455acea5896fd0c405eca5fd
https://bura.brunel.ac.uk/handle/2438/24216

Core Stratification of Two-Mode Networks

Autor: Dominique Bouthinon, Henry Soldano, Guillaume Santini, Sophie Bary

Publikováno v: Studies in Computational Intelligence ISBN: 9783030054106
COMPLEX NETWORKS (1)

We propose and experiment a new edge decomposition scheme called stratification. It relies on the notion of core subgraphs and may be used with various core definitions, including two-parameters core definitions when exploring two-mode networks. In t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6c34eb703cb2744322555fbfe7f5a5c8
https://doi.org/10.1007/978-3-030-05411-3_11

Bi-Pattern Mining of Two Mode and Directed Networks

Autor: Dominique Bouthinon, Henry Soldano, Sophie Bary, Emmanuel Lazega, Guillaume Santini

Publikováno v: WWW (Companion Volume)
Companion of the The Web Conference 2018
Companion of the The Web Conference 2018, Apr 2018, Lyon, France. pp.1287-1294, ⟨10.1145/3184558.3191568⟩

In two-mode networks there are two kinds of vertices, i.e objects, each being possibly described with a proper attribute set. This means that to select a subnetwork according to vertex descriptions we have to consider a pair of vertex subsets. A comm

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::017dfb816ba52a0fd5a7c539d8bab6b7
https://doi.org/10.1145/3184558.3191568