Publications

Preprints and Submitted papers

Graph metrics for temporal networks
V. Nicosia, J. Tang, C. Mascolo, M. Musolesi, G. Russo, V. Latora
Invited peer-revied book chapter (to appear, 2013)

Applications of temporal graph metrics to real-world networks
J. Tang, I. Leontiadis, S. Scellato, V. Nicosia, C. Mascolo, M. Musolesi, V. Latora
Invited peer-revied book chapter (to appear, 2013)

Complex dynamics in a deterministic model of cultural dissemination,
J. A. Ward, P. Grindrod,
in preparation

Multi-Stage Complex Contagions
S. Melnik, J. A. Ward, J. P. Gleeson, M. A. Porter
submitted arxiv:1111.1596v1

A new error measure for forecasts of household-level high resolution electrical energy consumption
S. Haben, J. A. Ward, D. V. Greetham, P. Grindrod, C. Singleton
submitted (preprint PDF)

A matrix iteration for dynamic network summaries
P. Grindrod and D. J. Higham
SIAM Review (to appear, 2012)

Bistability through triadic closure
P. Grindrod , D. J. Higham and M. C. Parsons
Internet Mathematics (to appear, 2012)

Dynamic network centrality summarizes learning in the human brain
A. V. Mantzaris, D. S. Bassett, N. F. Wymbs, E. Estrada, M. A. Porter, P. J. Mucha, S. T. Grafton, D. J. Higham
submitted arxiv:1207.5047

A model for dynamic communicators
A. Mantzaris and D. J. Higham
European Journal of Applied Mathematics (to appear, 2012)

Journal papers

Distance-sum heterogeneity in graphs and complex networks
E. Estrada, E. Vargas-Estrada
Applied mathematics and Computation, 218, 21 10393-10405 (2012) http://dx.doi.org/10.1016/j.amc.2012.03.091

Centrality Prediction in Dynamic Human Contact Networks
H. Kim, J. Tang, R. Anderson, C. Mascolo
Computer Networks 56, 3 983-996, (2012) http://dx.doi.org/10.1016/j.comnet.2011.10.022

The communicability distance in graphs
E. Estrada,
Linear Algebra and its Applications, 436, 11 4317-4328 (2012) http://dx.doi.org/10.1016/j.laa.2012.01.017

Path Laplacian matrices. Introduction and application to the analysis of consensus in networks
E. Estrada
Linear Algebra and its Applications, 436, 3373-3391 (2012) http://dx.doi.org/10.1016/j.laa.2011.11.032

The physics of communicability in complex networks
E. Estrada, N. Hatano, M. Benzi
Phys. Rep. 514, 89 (2012) http://dx.doi.org/10.1016/j.physrep.2012.01.006

Components in Time-Varying Graphs
V. Nicosia, J. Tang, M. Musolesi, G. Russo, C. Mascolo, V. Latora
Chaos 22 023101 (2012) http://dx.doi.org/10.1063/1.3701726 -- arXiv:1106.2134       

Accuracy of mean-field theory for dynamics on real-world networks
J. P. Gleeson, S. Melnik, J. A. Ward, M. A. Porter, P. J. Mucha,
Phys. Rev. E, 85 026106 (2012) PRE abstract arxiv:1011:3710

Communicability across evolving networks
P. Grindrod, D. J. Higham, M. C. Parsons and E. Estrada
Phys. Rev. E, 83 046120 (2011). PDF

Googling the Brain: Discovering hierarchical and asymmetric network structures, with applications in neuroscience
J. J. Crofts and D. J. Higham
Internet Mathematics (Special Issue on Biological Networks) 7, 233-254 (2011) PDF

Conference Proceedings

STOP: Socio-Temporal Opportunistic Patching of Short Range Mobile Malware
J. Tang, H. Kim, C. Mascolo, M. Musolesi.
In Proceedings of 13th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WOWMOM 2012). San Francisco. USA. (June 2012).

Working with Time Dependent Connections from fMRI data
D. S. Bassett, J. M. Carlson, E. Estrada, S. T. Grafton, D. J. Higham, A. V. Mantzaris, P. J. Mucha, M. A. Porter, N. F. Wymbs
SIG12-Workshop: Image-based Neuroinformatics (2012).

Understanding Dynamic Interactions
A. V. Mantzaris, D. J. Higham
Digital Engagement 2011 (November 2011).

Quantifying and Modelling Good Communicators in Dynamic Phone Networks
A. V. Mantzaris, D. J. Higham
Netmob2011 (October 2011).

Dynamic Communicators
A. V. Mantzaris, D. J. Higham
Minisymposium on Matrix Computations and Network Science -- 24th Biennial Conference on Numerical Analysis, (July 2011).

Exploiting Temporal Complex Network Metrics in Mobile Malware Containment
J. Tang, C. Mascolo, M. Musolesi, V. Latora
In Proceedings of the 12th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WOWMOM '11). Lucca, Italy. (June 2011).         

Highlighted in: MIT Tech Review     

Related Work

STNA: Spatial-Temporal Network Analysis