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List of works by Mikhail Prokopenko

Assortative mixing in directed biological networks

scientific article published on 20 August 2010

Beyond COVID-19: network science and sustainable exit strategies

scientific article published on 2 February 2021

City structure shapes directional resettlement flows in Australia

scientific article published on 19 May 2020

Coherent information structure in complex computation ⬇️

scientific article published on November 30, 2011

Cohesion, order and information flow in the collective motion of mixed-species shoals

scientific article published on 12 December 2018

Complex networks.

scientific article published on 15 July 2011

Creating a surrogate commuter network from Australian Bureau of Statistics census data

scientific article published on 16 August 2019

Diffusive Resettlement: Irreversible Urban Transitions in Closed Systems

scientific article published on 02 January 2021

Feature selection for chemical sensor arrays using mutual information

scientific article (publication date: 2014)

Fisher Information at the Edge of Chaos in Random Boolean Networks ⬇️

scientific article published on July 15, 2011

Fisher information and criticality in the Kuramoto model of nonidentical oscillators

scientific article published on 01 August 2018

Genome-wide networks reveal emergence of epidemic strains of Salmonella Enteritidis

scientific article published on 30 January 2022

Grand Challenges for Computational Intelligence

scientific article published on 19 May 2014

Guided self-organization.

scientific article published on 7 October 2009

Guided self-organization: perception-action loops of embodied systems

scientific article published in September 2012

Inferring evolutionary pathways and directed genotype networks of foodborne pathogens

scientific article published on 30 October 2020

Information dynamics in small-world Boolean networks.

scientific article published on 15 July 2011

Information modification and particle collisions in distributed computation ⬇️

scientific article published on September 1, 2010

Information ratchets exploiting spatially structured information reservoirs

scientific article published on 01 August 2018

Information thermodynamics of near-equilibrium computation.

scientific article published on 29 June 2015

Information-driven self-organization: the dynamical system approach to autonomous robot behavior.

scientific article published on 29 November 2011

Local information transfer as a spatiotemporal filter for complex systems

scientific article

Minimising the Kullback-Leibler Divergence for Model Selection in Distributed Nonlinear Systems

scientific article published on 23 January 2018

Modelling transmission and control of the COVID-19 pandemic in Australia

scientific article published on 11 November 2020

Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity ⬇️

scientific article published on August 27, 2010

Network properties of salmonella epidemics

scientific article published on 16 April 2019

On critical dynamics and thermodynamic efficiency of urban transformations.

scientific article published on 17 October 2018

Percolation centrality: quantifying graph-theoretic impact of nodes during percolation in networks

scientific article published in 2013

Phase Transitions in Spatial Connectivity during Influenza Pandemics

scientific article published on 22 January 2020

Population mobility induced phase separation in SIS epidemic and social dynamics

scientific article published on 06 May 2020

Quantifying Long-Range Interactions and Coherent Structure in Multi-Agent Dynamics.

scientific article published on 31 January 2017

Quantifying and tracing information cascades in swarms

scientific article

Relating Fisher information to order parameters

scientific article

Revealing COVID-19 Transmission by SARS-CoV-2 Genome Sequencing and Agent Based Modelling

scientific article published on 22 April 2020

Revealing COVID-19 transmission in Australia by SARS-CoV-2 genome sequencing and agent-based modeling

scientific article published on 09 July 2020

Self-organizing hierarchies in sensor and communication networks.

scientific article published in January 2005

Self-referential basis of undecidable dynamics: From the Liar paradox and the halting problem to the edge of chaos

scientific article published on 08 January 2019

The demise of Angkor: Systemic vulnerability of urban infrastructure to climatic variations

scientific article published on 17 October 2018

The effects of local homogeneity assumptions in metapopulation models of infectious disease

scientific article published in 2022

The social brain: scale-invariant layering of Erdős-Rényi networks in small-scale human societies.

scientific article

Thermodynamic efficiency of contagions: a statistical mechanical analysis of the SIS epidemic model

scientific article published on 19 October 2018

Transfer entropy and transient limits of computation

scientific article published on 23 June 2014

Transfer entropy in continuous time, with applications to jump and neural spiking processes. ⬇️

scientific article published on 31 March 2017

Transfer entropy in physical systems and the arrow of time

scientific article published on 24 August 2016

Urbanization affects peak timing, prevalence, and bimodality of influenza pandemics in Australia: Results of a census-calibrated model

article

Zipf's Law: Balancing Signal Usage Cost and Communication Efficiency

scientific article published on October 2015

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