[Home/Bio] [Publications] [Presentations] [News/Blog] [Software] [Research] [Students] [Links] [Résumé/CV]

Joseph Lizier -- Publications

Home > Publications

Theses

Information dynamics

Anomaly detection

Holey fibre

Bragg scattering

Abstract-only and non-peer reviewed

My pages on scholarly websites:

Google scholar

Researcher ID

Citeulike

Mendeley

Theses

NEW (Ph.D. thesis) J.T. Lizier, "The local information dynamics of distributed computation in complex systems", The University of Sydney, 2010.
(B.E. Hons thesis) J.T. Lizier, "Applications of Holey Fibre: Splicing, Spot-size conversion and Coupling",The University of Sydney, 2000.

Information dynamics of complex systems

Keywords: information dynamics, information transfer, information storage, information modification, information processing, distributed computation, self-organization, artificial life, random boolean networks, complex networks

NEW J.T. Lizier, M. Prokopenko and A.Y. Zomaya, "Local measures of information storage in complex distributed computation", accepted for Information Sciences, 2012; doi: 10.1016/j.ins.2012.04.016.
NEW F. Bauer and J.T. Lizier, "Identifying influential spreaders and efficiently estimating the number of infections in epidemic models: a path counting approach", MPI MIS Preprint 1/2012, arXiv:1203.0502, 2012.
NEW J.T. Lizier, F. M. Atay and J. Jost, "Information storage, loop motifs and clustered structure in complex networks", MPI MIS Preprint 71/2011, 2011.
NEW M. Prokopenko, J.T. Lizier, O. Obst and X.R. Wang, "Relating Fisher information to order parameters", Physical Review E, vol. 84, no. 4, 041116, 2011; doi: 10.1103/PhysRevE.84.041116.
X.R. Wang, J.M. Miller, J.T. Lizier, M. Prokopenko and L.F. Rossi, "Measuring Information Storage and Transfer in Swarms", in Proc. Eleventh European Conference on the Synthesis and Simulation of Living Systems (ECAL 2011), Paris, 2011. Published in Advances in Artificial Life, ECAL 2011, by Massachusetts Institute of Technology, ISBN 978-0-262-29714-1, 2011, pp. 838-845. (Download from MIT Press).
J.T. Lizier, S. Pritam and M. Prokopenko, "Information dynamics in small-world Boolean networks", Artificial Life (Special issue on Complex Networks), vol. 17, no. 4, pp. 293-314, 2011; doi: 10.1162/artl_a_00040.
X.R. Wang, J.T. Lizier and M. Prokopenko, "Fisher information at the edge of chaos in random Boolean networks", Artificial Life (Special issue on Complex Networks), vol. 17, no. 4, pp. 315-329, 2011; doi: 10.1162/artl_a_00041.
R.V. Ceguerra, J.T. Lizier and A.Y. Zomaya, "Information storage and transfer in the synchronization process in locally-connected networks", in Proc. IEEE Symposium Series in Computational Intelligence (SSCI 2011) - IEEE Symposium on Artificial Life, Paris, April 2011. Published by IEEE, 2011, p. 54-61, ISBN 978-1-61284-061-1; doi: 10.1109/ALIFE.2011.5954653 -- Received Best Paper award at IEEE ALife. Presentation.
J.T. Lizier, M. Prokopenko and A.Y. Zomaya, "Coherent information structure in complex computation", accepted by Theory in Biosciences special issue on Guided self-organization, 2011, in press. doi:10.1007/s12064-011-0145-9.
J. Boedecker, O. Obst, J.T. Lizier, N.M. Mayer, M. Asada, "Information processing in echo state networks at the edge of chaos", accepted by Theory in Biosciences special issue on Guided self-organization, 2011, in press. doi10.1007/s12064-011-0146-8.
J.T. Lizier, J. Heinzle, A. Horstmann, J.-D. Haynes, M. Prokopenko, "Multivariate information-theoretic measures reveal directed information structure and task relevant changes in fMRI connectivity", Journal of Computational Neuroscience (in Special issue on "Methods of Information Theory in Neuroscience Research"), vol. 30, pp. 85-107, 2011; doi: 10.1007/s10827-010-0271-2.
J.T. Lizier, M. Prokopenko and A.Y. Zomaya, "Information modification and particle collisions in distributed computation", Chaos: An Interdisciplinary Journal of Nonlinear Science for the Focus issue on "Intrinsic and Designed Computation: Information processing in dynamical systems", vol. 20, no. 3, 037109, 2010; doi: 10.1063/1.3486801.
X.R. Wang, J.T. Lizier, M. Prokopenko, "A Fisher information study of phase transitions in random Boolean networks", in Proc. Twelfth International Conference on the Simulation and Synthesis of Living Systems (ALife XII), Odense, Denmark, August 2010. Published by Massachusetts Institute of Technology, ISBN 978-0-262-29075-3, 2010, pp. 305-312. (Download from MIT Press).
J.T. Lizier and M. Prokopenko, "Differentiating information transfer and causal effect", European Physical Journal B, vol. 73, no. 4, pp. 605-615, 2010. doi: 10.1140/epjb/e2010-00034-5; arXiv:0812.4373.
J.T. Lizier, M. Prokopenko and D. J. Cornforth, "The information dynamics of cascading failures in energy networks", in Proc. European Conference on Complex Systems 2009 (ECCS 09), p. 54, The University of Warwick, UK, September 2009, (ISBN 0-9554123-1-5) ISBN 978-0-9554123-1-8. Presentation.
J.T. Lizier, M. Piraveenan, D. Pradhana, M. Prokopenko, and L. S. Yaeger, "Functional and structural topologies in evolved neural networks", in Proc. European Conference on Artificial Life (ECAL), Part I, 2009. Published in Lecture Notes in Computer Science, Vol. 5777, Springer, Berlin/Heidelberg, 2011, pp. 140-147. (Available at Springer, doi: 10.1007/978-3-642-21283-3_18). (A presentation similar to that given by M. Piraveenan at ECAL).
J.T. Lizier, M. Prokopenko and A.Y. Zomaya, "The Information Dynamics of Phase Transitions in Random Boolean Networks", in Proc. Eleventh International Conference on the Simulation and Synthesis of Living Systems (ALife XI), Winchester, UK, August 2008. Published by MIT Press, Cambridge, MA, USA, 2008, pp. 374-381. (Available at MIT Press: here); Presentation.
J.T. Lizier, M. Prokopenko, I. Tanev and A.Y. Zomaya, "Emergence of Glider-like Structures in a Modular Robotic System", in Proc. Eleventh International Conference on the Simulation and Synthesis of Living Systems (ALife XI), Winchester, UK, August 2008. Published by MIT Press, Cambridge, MA, USA, 2008, pp. 366-373. (Available at MIT Press: here); Videos; Presentation.
J.T. Lizier, M. Prokopenko and A.Y. Zomaya, "Local information transfer as a spatiotemporal filter for complex systems", Physical Review E, vol. 77, 026110, 2008. doi: 10.1103/PhysRevE.77.026110; arXiv:0809.3275.
J.T. Lizier, M. Prokopenko and A.Y. Zomaya, "Detecting non-trivial computation in complex dynamics", in Proc. European Conference on Artificial Life (ECAL '07), Lisbon, Portugal, September 2007. Published in Lecture Notes in Artificial Intelligence, Vol. 4648, Springer, Berlin/Heidelberg, 2007, pp. 895-904. (Available at Springer, doi: 10.1007/978-3-540-74913-4_90). Poster.
J.T. Lizier, M. Prokopenko and A.Y. Zomaya, "Information transfer by particles in cellular automata", in Proc. Australian Conference on Artificial Life (ACAL '07), Gold Coast, Australia, December 2007. Published in Lecture Notes in Computer Science, Vol. 4828, Springer, Berlin/Heidelberg, 2007, pp. 49-60. Presentation.

Network and service anomaly detection

Keywords: periodic time series, network management, service management, anomaly detection

X.R. Wang, J.T. Lizier and J. Wall, "Information transfer analysis for ongoing commissioning of buildings", accepted for Agent Technologies for Energy Systems (ATES 2011), 2011.
X.R. Wang, J.T. Lizier, O. Obst, M. Prokopenko, P. Wang, "Spatiotemporal Anomaly Detection in Gas Monitoring Sensor Networks", in Proc. 5th European conference on Wireless Sensor Networks (EWSN '08), Bologna, January 2008. Published in Lecture Notes in Computer Science, Vol. 4913, Springer, Berlin/Heidelberg, 2008, pp. 90-105. (Available at Springer, doi: 10.1007/978-3-540-77690-1_6).
J.T. Lizier and T.J. Dawson, "On the Periodicity of Time-series Network and Service Metrics", in Proc. IEEE International Region 10 Conference (Tencon '05), Melbourne, November 2005, paper 1568964734. (Available at IEEE Xplore, doi: 10.1109/TENCON.2005.301066).

Holey Optical Fibre

Keywords: holey fiber, holey optical fiber, optical fibers, holey fibre, microstructured optical fiber, microstructured optical fibre

J.T. Lizier and G.E. Town, "Loss in Microstructured Fibre with a short taper", in Proc. Australian Conference on Optical Fibre Technology (ACOFT 2002), Sydney, July 2002, paper M-PD-003.
J.T. Lizier and G.E. Town, "Splice Losses in Holey Optical Fibers", in Proc. International Optical and Optoelectronics Communications Conference (OECC/IOOC/ACOFT 2001), Sydney, July 2001, paper TueG5.
J.T. Lizier and G.E. Town, "Splice Losses in Holey Optical Fibers", IEEE Photonics Technology Letters, Vol. 13, No. 8, pp. 794-796, 2001.
G.E. Town and J.T. Lizier, "Tapered holey fibers for spot-size and numerical aperture conversion", in Proc. Conference on Lasers and Electro-optics (CLEO 2001), Baltimore, May 2001, paper CTuAA3.
G.E. Town and J.T. Lizier, "Tapered holey fibers for spot-size and numerical aperture conversion", Optics Letters, Vol. 26, No. 14, pp. 1042-1044, 2001

Bragg scattering of millimeter waves

Keywords: millimetre waves, bragg scattering, photonic crystals

G.F. Brand and J.T. Lizier, "Bragg Scattering of Surface Waves by a Photo-Induced Array", International Journal of Infrared and Millimeter Waves, Vol. 21, No. 5, pp. 717-724, 2000. doi:10.1023/A:1026404408615.

Abstract only and other non-peer reviewed material

Keywords: neuroinformatics, computational neuroscience

NEW F. Bauer and J.T. Lizier, "Self-avoiding walks based approximation method for epidemic disease spreading", accepted by European Conference on Complex Systems, Vienna, 2011.
NEW J.T. Lizier, S. Pritam and M. Prokopenko, "Computational capabilities of small-world Boolean networks", in Proc. Eleventh European Conference on the Synthesis and Simulation of Living Systems (ECAL 2011), Paris, 2011. Published in Advances in Artificial Life, ECAL 2011, by Massachusetts Institute of Technology, ISBN 978-0-262-29714-1, 2011, pp. 463-464. (Download from MIT Press). Presentation
NEW M. Rubinov, J. Lizier, M. Prokopenko, M. Breakspear, "Maximized directed information transfer in critical neuronal networks", in Proc. Twentieth Annual Computational Neuroscience Meeting (CNS*2011), Stockholm, Sweden, July 2011. Published by BMC Neuroscience vol. 12 (Suppl. 1): P18, 2011. doi: 10.1186/1471-2202-12-S1-P18. Poster.
NEW J.T. Lizier, J. Heinzle, C.S. Soon, J.-D. Haynes, M. Prokopenko, "Spatiotemporal information transfer pattern differences in motor selection", in Proc. Twentieth Annual Computational Neuroscience Meeting (CNS*2011), Stockholm, Sweden, July 2011. Published by BMC Neuroscience vol. 12 (Suppl. 1): P261, 2011. doi: 10.1186/1471-2202-12-S1-P261. Poster.
J.T. Lizier, M. Prokopenko, A. Zomaya, "Coherent local information dynamics in complex computation", at Information, Computation and Complexity satellite meeting of European Conference on Complex Systems (ECCS 09), University of Warwick at Coventry, UK, September 2009.
J.T. Lizier, J.-D. Haynes, J. Heinzle, M. Prokopenko, "Directed information structure in inter-regional cortical interactions in a visuomotor tracking task", in Proc. Eighteenth Annual Computational Neuroscience Meeting (CNS*2009), Berlin, Germany, July 2009. Published by BMC Neuroscience vol. 10 (Suppl. 1): P117 , 2009. doi: 10.1186/1471-2202-10-S1-P117. Poster.
J.T. Lizier, M. Prokopenko, A. Zomaya, "Coherent computation in biological networks", at First International Workshop on Guided Self-Organisation (GSO-2008), Sydney, Australia, November 2008. Presentation.
J.T. Lizier, M. Prokopenko and A.Y. Zomaya, "A framework for the local information dynamics of distributed computation in complex systems", unpublished manuscript, 2008; arXiv:0811.2690.
J.T. Lizier, "Analysing the information dynamics of flocking", at From Amorphous to Spatial Computing - Workshop, Paris, France, July 2008. Presentation.

© COPYRIGHT NOTICE: The documents on this server have been submitted by their authors to scholarly journals or conferences as indicated for the purpose of non-commercial dissemination of scientific work. The manuscripts are put on-line to facilitate this purpose. These manuscripts are copyrighted by the authors or the journals in which they were published. You may copy a manuscript for scholarly, non-commerical purposes, such as research or instruction, provided that you agree to respect these copyrights.

© COPYRIGHT NOTICE FOR IEEE PUBLICATIONS: Copyright IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works, must be obtained from the IEEE. Contact: Manager, Copyrights and Permissions / IEEE Service Center / 445 Hoes Lane / P.O. Box 1331 / Piscataway, NJ 08855-1331, USA. Telephone: +1 (732) 562-3966.