• The University of Western Australia (M017), 35 Stirling Highway,

    6009 Perth

    Australia

  • The University of Western Australia (M019), 35 Stirling Highway,

    6009 Perth

    Australia

  • 5102 Citations
  • 36 h-Index
1997 …2023
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Research Output 1997 2020

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Article
2020

Fast automatic detection of geological boundaries from multivariate log data using recurrence

Zaitouny, A., Small, M., Hill, J., Emelyanova, I. & Clennell, M. B., Feb 2020, In : Computers & Geosciences. 135, 104362.

Research output: Contribution to journalArticle

Mineral exploration
Boreholes
Gases
well
Time series
2019

An Adaptive-Phasor Approach to PMU Measurement Rectification for LFOD Enhancement

Chau, T. K., Yu, S., Fernando, T. L., Iu, H. H. C., Small, M. & Reynolds, M., 1 Sep 2019, In : IEEE Transactions on Power Systems. 34, 5, p. 3941-3950 10 p., 8674594.

Research output: Contribution to journalArticle

Phasor measurement units
Damping
Recovery
Voltage regulators
Synchronous generators
1 Citation (Scopus)

Comparing capability of scenario hazard identification methods by the PIC (Plant-People-Procedure Interaction Contribution) network metric

Seligmann, B. J., Zhao, J., Marmara, S. G., Corbett, T. C., Small, M., Hassall, M. & Boadle, J. T., 1 Feb 2019, In : Safety Science. 112, p. 116-129 14 p.

Research output: Contribution to journalArticle

Hazards
scenario
interaction
Accidents
accident
5 Citations (Scopus)
281 Downloads (Pure)

Consistency in echo-state networks

Lymburn, T. M., Khor, A. J., Stemler, T., Correa, D., Small, M. & Jungling, T., 11 Feb 2019, In : Chaos: an interdisciplinary journal of nonlinear science. 29, 2, p. 1-9 9 p., 023118.

Research output: Contribution to journalArticle

Open Access
File
Echo State Network
Nonlinear systems
echoes
Synchronization
Neural networks

Detecting and Predicting Tipping Points

Peng, X., Small, M., Zhao, Y. & Moore, J. M., Jul 2019, In : International Journal of Bifurcation and Chaos. 29, 8, 11 p., 1930022.

Research output: Contribution to journalArticle

Faint phase synchronization detection through structured orthomax rotations in singular spectrum analysis

Portes, L. L. & Small, M., 29 Oct 2019, In : Physical Review E. 100, 4, 9 p., 042218.

Research output: Contribution to journalArticle

Open Access
Singular Spectrum Analysis
Phase Synchronization
spectrum analysis
synchronism
Overshoot

Identification of Dynamical Behavior of Pseudoperiodic Time Series by Network Community Structure

Han, X., Zhao, Y. & Small, M., Nov 2019, In : IEEE Transactions on Circuits and Systems II: Express Briefs. 66, 11, p. 1905-1909 5 p., 8663348.

Research output: Contribution to journalArticle

Time series
Dynamical systems
Orbits

Introduction to Focus Issue: Complex Network Approaches to Cyber-Physical Systems

Xia, Y., Small, M. & Wu, J., 1 Sep 2019, In : Chaos. 29, 9, 093123.

Research output: Contribution to journalArticle

Open Access
Complex networks
Complex Networks
dynamic control
complex systems
Circuit theory

Learned emergence in selfish collective motion

Algar, S. D., Lymburn, T., Stemler, T., Small, M. & Jüngling, T., 2 Dec 2019, In : Chaos: an interdisciplinary journal of nonlinear science. 29, 12, p. 1-10 123101.

Research output: Contribution to journalArticle

Collective Motion
Agent-based Model
Echo State Network
Brain
Swarm
3 Citations (Scopus)

Link prediction for tree-like networks

Shang, K. K., Li, T. C., Small, M., Burton, D. & Wang, Y., 1 Jun 2019, In : Chaos. 29, 6, 061103.

Research output: Contribution to journalArticle

Open Access
Trees (mathematics)
Prediction
predictions
Complex networks
Preferential Attachment
1 Citation (Scopus)

Long-range correlation properties of stationary linear models with mixed periodicities

Nakamura, T., Small, M. & Tanizawa, T., 19 Feb 2019, In : Physical Review E. 99, 2, 6 p., 022128.

Research output: Contribution to journalArticle

Open Access
19 Downloads (Pure)

Markov modeling via ordinal partitions: An alternative paradigm for network-based time-series analysis

Sakellariou, K., Stemler, T. & Small, M., 18 Dec 2019, In : Physical Review E. 100, 6, 062307.

Research output: Contribution to journalArticle

Open Access
File
time series analysis
Time Series Analysis
partitions
Paradigm
Partition

Predator-prey games on complex networks

Weng, T., Yang, H., Gu, C., Zhang, J., Hui, P. & Small, M., 1 Dec 2019, In : Communications in Nonlinear Science and Numerical Simulation. 79, 104911.

Research output: Contribution to journalArticle

Predator-prey
Complex networks
Prey
Complex Networks
Predator
1 Citation (Scopus)

Quadrant scan for multi-scale transition detection

Zaitouny, A., Walker, D. M. & Small, M., 1 Oct 2019, In : Chaos. 29, 10, 103117.

Research output: Contribution to journalArticle

Quadrant
quadrants
Dynamical systems
Recurrence Plot
Transition State
4 Citations (Scopus)

Review mechanism promotes knowledge transmission in complex networks

Wang, H., Wang, J., Small, M. & Moore, J. M., 1 Jan 2019, In : Applied Mathematics and Computation. 340, p. 113-125 13 p.

Research output: Contribution to journalArticle

Complex networks
Complex Networks
Heterogeneous networks
Heterogeneous Networks
Scale-free Networks
4 Citations (Scopus)
358 Downloads (Pure)

Sensitization to immune checkpoint blockade through activation of a STAT1/NK axis in the tumor microenvironment

Zemek, R., de Jong, E., Chin, M., Schuster, I., Fear, V., Casey, T., Forbes, C., Dart, S., Leslie, C., Zaitouny, A., Small, M., Boon, L., Forrest, A. R. R., O Muiri, D., Degli-Esposti, M., Millward, M., Nowak, A., Lassmann, T., Bosco, A., Lake, R. & 1 othersLesterhuis, W., 17 Jul 2019, In : Science Translational Medicine. 11, 501, 14 p., eaav7816.

Research output: Contribution to journalArticle

Open Access
File
STAT1 Transcription Factor
Tumor Microenvironment
Neoplasms
Toll-Like Receptor 3
Transcriptome
7 Citations (Scopus)

Synchronization of chaotic systems and their machine-learning models

Weng, T., Yang, H., Gu, C., Zhang, J. & Small, M., 5 Apr 2019, In : Physical Review E. 99, 4, 042203.

Research output: Contribution to journalArticle

machine learning
Chaotic System
synchronism
Machine Learning
Synchronization

Synchronization of reservoir computers with applications to communications

Weng, T., Song, J., Yang, H., Gu, C., Zhang, J. & Small, M., 6 Nov 2019, In : Physica A: Statistical Mechanics and its Applications. 123453.

Research output: Contribution to journalArticle

synchronism
Synchronization
communication
Chaotic System
learning
1 Citation (Scopus)

The active selfish herd

Algar, S. D., Stemler, T. & Small, M., 21 Jun 2019, In : Journal of Theoretical Biology. 471, p. 82-90 9 p.

Research output: Contribution to journalArticle

Noise
herds
Horizon
Aggregation
Agglomeration

The key to the weak-ties phenomenon

Shang, K. K., Small, M., Yin, D., Li, T. C. & Yan, W., 1 Aug 2019, In : EPL. 127, 4, 48002.

Research output: Contribution to journalArticle

tendencies
histories

The reliability of recurrence network analysis is influenced by the observability properties of the recorded time series

Portes, L. L., Montanari, A. N., Correa, D. C., Small, M. & Aguirre, L. A., 1 Aug 2019, In : Chaos. 29, 8, 083101.

Research output: Contribution to journalArticle

Open Access
network analysis
Observability
Network Analysis
Electric network analysis
Recurrence

The reservoir’s perspective on generalized synchronization

Lymburn, T., Walker, D. M., Small, M. & Jüngling, T., 30 Sep 2019, In : Chaos: an interdisciplinary journal of nonlinear science. 29, 9, 093133.

Research output: Contribution to journalArticle

Generalized Synchronization
synchronism
Synchronization
Chaotic systems
Observability
2 Citations (Scopus)

The use of the perimeter-area method to calculate the fractal dimension of aggregates

Florio, B. J., Fawell, P. D. & Small, M., 1 Feb 2019, In : Powder Technology. 343, p. 551-559 9 p.

Research output: Contribution to journalArticle

2018
9 Citations (Scopus)
Damping
Controllers
Neural networks
Particle swarm optimization (PSO)
Industrial applications
3 Citations (Scopus)

An exploration and simulation of epidemic spread and its control in multiplex networks

Sun, M., Small, M., Lee, S. S. & Fu, X., 1 Jan 2018, In : SIAM Journal on Applied Mathematics. 78, 3, p. 1602-1631 30 p.

Research output: Contribution to journalArticle

Adaptive Behavior
Infection
Simulation
Severe Acute Respiratory Syndrome
Public health
10 Citations (Scopus)
Wind turbines
Frequency response
Turbogenerators
Rotors
Synchronous generators
1 Citation (Scopus)

Brain anomaly networks uncover heterogeneous functional reorganization patterns after stroke

Zou, Y., Zhao, Z., Yin, D., Fan, M., Small, M., Liu, Z., Hilgetag, C. C. & Kurths, J., 1 Jan 2018, In : NeuroImage: Clinical. 20, p. 523-530 8 p.

Research output: Contribution to journalArticle

Open Access
Stroke
Brain
Magnetic Resonance Imaging
Head Movements
Wrist
1 Citation (Scopus)
196 Downloads (Pure)

Complex networks untangle competitive advantage in Australian football

Braham, C. & Small, M., 1 May 2018, In : Chaos. 28, 5, 053105.

Research output: Contribution to journalArticle

Open Access
File
Complex networks
Complex Networks
Electric network analysis
Linear regression
Centrality
3 Citations (Scopus)

Constructing directed networks from multivariate time series using linear modelling technique

Tanizawa, T., Nakamura, T., Taya, F. & Small, M., 15 Dec 2018, In : Physica A: Statistical Mechanics and its Applications. 512, p. 437-455 19 p.

Research output: Contribution to journalArticle

Directed Network
Multivariate Time Series
Autoregressive Model
Modeling
Reduced Model
3 Citations (Scopus)
Output Regulation
Communication Delay
Drop out
Time-varying Delay
Multi agent systems
50 Downloads (Pure)
Open Access
File
Determinism
Complex networks
Complex Networks
Time series
Compression
2 Citations (Scopus)
135 Downloads (Pure)

Detection of core-periphery structure in networks based on 3-tuple motifs

Ma, C., Xiang, B. B., Chen, H. S., Small, M. & Zhang, H. F., 1 May 2018, In : Chaos. 28, 5, 053121.

Research output: Contribution to journalArticle

Open Access
File
Complex networks
Community Structure
Adjacency Matrix
Conductance
Complex Networks
2 Citations (Scopus)
171 Downloads (Pure)

Epidemic spreading on metapopulation networks including migration and demographics

Gong, Y. & Small, M., 1 Aug 2018, In : Chaos. 28, 8, 083102.

Research output: Contribution to journalArticle

Open Access
File
Metapopulation
Epidemic Spreading
Carrying Capacity
Migration
Population dynamics
2 Citations (Scopus)

Estimating dynamical dimensions from noisy observations

Moore, J. M. & Small, M., 1 Sep 2018, In : Information Sciences. 462, p. 55-75 21 p.

Research output: Contribution to journalArticle

Spatial distribution
Time series
Visualization
Estimate
Curse of Dimensionality

From local uncertainty to global predictions: Making predictions on fractal basins

Levi, A., Sabuco, J., Small, M. & Sanjuán, M. A. F., 1 Apr 2018, In : PLoS One. 13, 4, e0194926.

Research output: Contribution to journalArticle

Open Access
Fractals
Uncertainty
uncertainty
basins
prediction
1 Citation (Scopus)
353 Downloads (Pure)

Is Bach's brain a Markov chain? Recurrence quantification to assess Markov order for short, symbolic, musical compositions

Moore, J. M., Corrêa, D. C. & Small, M., 1 Aug 2018, In : Chaos. 28, 8, 085715.

Research output: Contribution to journalArticle

Open Access
File
Recurrence Quantification Analysis
Markov chains
Recurrence
Markov processes
Quantification

Knowledge transmission model with differing initial transmission and retransmission process

Wang, H., Wang, J. & Small, M., 1 Oct 2018, In : Physica A: Statistical Mechanics and its Applications. 507, p. 478-488 11 p.

Research output: Contribution to journalArticle

Self-learning
learning
Learning Rate
Model
Theoretical Analysis
5 Citations (Scopus)
307 Downloads (Pure)

On system behaviour using complex networks of a compression algorithm

Walker, D. M., Correa, D. C. & Small, M., 1 Jan 2018, In : Chaos. 28, 1, 013101.

Research output: Contribution to journalArticle

Open Access
File
Complex networks
Complex Networks
Time series
Compression
Statistics
2 Citations (Scopus)

Predicting search time when hunting for multiple moving targets: A recursive harmonic law

Weng, T., Zhang, J., Small, M., Yang, H. & Hui, P., 1 Aug 2018, In : Chaos. 28, 8, 083109.

Research output: Contribution to journalArticle

Moving Target
Harmonic
Random Search
harmonics
Logarithmic

Time series network induced subgraph distance as a metonym for dynamical invariants

Walker, D. M., Stemler, T. & Small, M., Nov 2018, In : EPL. 124, 4, 7 p., 40001.

Research output: Contribution to journalArticle

2 Citations (Scopus)
96 Downloads (Pure)

Transmission Dynamics of an SIS Model with Age Structure on Heterogeneous Networks

Chen, S., Small, M., Tao, Y. & Fu, X., 1 Aug 2018, In : Bulletin of Mathematical Biology. 80, 8, p. 2049-2087 39 p.

Research output: Contribution to journalArticle

Open Access
File
SIS Model
Age Structure
Heterogeneous networks
Heterogeneous Networks
dynamic models
281 Downloads (Pure)

Universal principles governing multiple random searchers on complex networks: The logarithmic growth pattern and the harmonic law

Weng, T., Zhang, J., Small, M., Harandizadeh, B. & Hui, P., 30 Mar 2018, In : Physical Review E. 97, 3, 032320.

Research output: Contribution to journalArticle

Open Access
File
Complex Networks
Logarithmic
Harmonic
random walk
harmonics
2017
1 Citation (Scopus)

Bipartite centrality diffusion: Mining higher-order network structures via motif-vertex interactions

Li, P., Chen, K., Ge, Y., Zhang, K. & Small, M., 1 Oct 2017, In : EPL. 120, 2, 28003.

Research output: Contribution to journalArticle

apexes
interactions
embedding
proximity
10 Citations (Scopus)

Comparing classical and quantum PageRanks

Loke, T., Tang, J. W., Rodriguez, J., Small, M. & Wang, J. B., 1 Jan 2017, In : Quantum Information Processing. 16, 1, 25.

Research output: Contribution to journalArticle

PageRank
Probability distributions
Discrete-time
Quantum Walk
hubs
17 Citations (Scopus)

Constructing ordinal partition transition networks from multivariate time series

Zhang, J., Zhou, J., Tang, M., Guo, H., Small, M. & Zou, Y., 10 Aug 2017, In : Scientific Reports. 7, 13 p., 7795.

Research output: Contribution to journalArticle

Open Access
52 Citations (Scopus)
574 Downloads (Pure)
Open Access
File
Tumor Biomarkers
Biomarkers
Mathematics
Drug Industry
Therapeutics
3 Citations (Scopus)
47 Downloads (Pure)

Fitness networks for real world systems via modified preferential attachment

Shang, K., Small, M. & Yan, W. S., 15 May 2017, In : Physica A: Statistical Mechanics and its Applications. 474, p. 49-60 12 p.

Research output: Contribution to journalArticle

Open Access
File
Preferential Attachment
fitness
Fitness
attachment
Complex Networks
3 Citations (Scopus)

Hunting for a moving target on a complex network

Weng, T., Zhang, J., Small, M. & Hui, P., 1 Aug 2017, In : EPL. 119, 4, 48006.

Research output: Contribution to journalArticle

hubs
encounters
counters
13 Citations (Scopus)

Link direction for link prediction

Shang, K. K., Small, M. & Yan, W. S., 1 Mar 2017, In : Physica A: Statistical Mechanics and its Applications. 469, p. 767-776 10 p.

Research output: Contribution to journalArticle

Prediction
predictions
Network Structure
Vertex of a graph
Directed Network
2 Citations (Scopus)
cardiology
neurology
Cardiology
Neuroscience
pathology