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Research Output 2000 2017

2017

An information-theoretic predictive model for the accuracy of AI agents adapted from psychometrics

Chmait, N., Dowe, D. L., Li, Y-F. & Green, D. G., 2017, Artificial General Intelligence : 10th International Conference, AGI 2017, Melbourne, VIC, Australia, August 15–18, 2017, Proceedings. Everitt, T., Potapov, A. & Goertzel, B. (eds.). Cham, Switzerland: Springer, p. 225-236 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10414 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Guidelines for improving the robustness of swarm robotic systems through adjustment of network topology

Wang, X., Green, D. & Barca, J. C., 21 Aug 2017, 2017 IEEE International Conference on Advanced Intelligent Mechatronics (AIM). Sawodny, O. (ed.). New York NY USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1399-1405 7 p. 8014214

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

The nature of nature: Why nature-inspired algorithms work

Green, D., Aleti, A. & Garcia, J., 2017, Nature-Inspired Computing and Optimization: Theory and Applications. Patnaik, S., Yang, X-S. & Nakamatsu, K. (eds.). Cham, Switzerland: Springer, p. 1-27 27 p. (Modeling and Optimization in Science and Technologies; vol. 10).

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

2016

Factors of collective intelligence: How smart are agent collectives?

Chmait, N., Dowe, D. L., Li, Y-F., Green, D. G. & Insa-Cabrera, J., 2016, ECAI 2016, 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, Including, Prestigious Applications of Artificial Intellence (PAIS 2016): Proceedings : Part 1/Part 2. Kaminka, G. A., Fox, M., Bouquet, P., Hullemeier, E., Dignum, V., Dignum, F. & Harmelen, F. V. (eds.). Netherlands: IOS Press, p. 542-550 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 285).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Pluralistic ignorance: Emergence and hypotheses testing in a multi-agent system

Seeme, F. B. & Green, D., 31 Oct 2016, International Joint Conference on Neural Networks (IJCNN 2016): 24 - 29 July 2016, Vancouver, Canada. IEEE, Institute of Electrical and Electronics Engineers, p. 5269-5274 6 p. 7727896

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2015

Observation, communication and intelligence in agent-based systems

Chmait, N., Dowe, D. L., Green, D. G. & Li, Y-F., 2015, Artificial General Intelligence: 8th International Conference, AGI 2015. Bieger, J., Goertzel, B. & Potapov, A. (eds.). Cham Switzerland: Springer, p. 50-59 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2014

Complexity and human society

Green, D. G. & Sadedin, S., 2014, Networks in Society: Links and Language. Stocker, R. & Bossomaier, T. (eds.). Boca Raton FL USA: Taylor & Francis, p. 81 - 111 31 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

Dual Phase Evolution

Green, D. G., Liu, J. & Abbass, H. A., 2014, New York NY USA: Springer. 196 p.

Research output: Book/ReportBookResearchpeer-review

Of Ants and Men: the Unexpected Side Effects of Complexity in Society

Green, D. G., 2014, Heidelberg Germany: Springer. 270 p.

Research output: Book/ReportBookResearchpeer-review

On graphs, networks and social groups

Green, D. G. & Bossomaier, T. RJ., 2014, Networks in Society: Links and Language. Stocker, R. & Bossomaier, T. (eds.). Boca Raton FL USA: Taylor & Francis, p. 25 - 47 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

Peer-to-peer bichromatic reverse nearest neighbours in mobile ad-hoc networks

Nghiem, T., Adhinugraha, K. M., Nguyen, K., Green, D. G., Waluyo, A. B. & Taniar, D., 2014, In : Journal of Parallel and Distributed Computing. 74, 11, p. 3128-3140 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Sensor selection for tracking multiple groups of targets

Razavi Armaghani, F., Gondal, I., Kamruzzaman, J. & Green, D. G., 2014, In : Journal of Network and Computer Applications. 46, p. 36 - 47 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Virtual ecologies and environments

Green, D. G. & Chandler, T., 2014, The Oxford Handbook of Virtuality. Grimshaw, M. (ed.). New York NY USA: Oxford University Press, p. 549-568 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

2013

Bichromatic reverse nearest neighbors in mobile peer-to-peer networks

Nghiem, T., Adhinugraha, K. M., Waluyo, A. B., Green, D. G. & Taniar, D., 2013, 2013 IEEE International Conference on Pervasive Computing and Communications (PerCom). Bettini, C. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 160 - 165 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

Peer-to-peer group k-Nearest Neighbours in mobile ad-hoc networks

Nghiem, T., Green, D. G. & Taniar, D., 2013, Proceedings of the 2013 19th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2013). Lee, J. & Midkiff, S. P. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 166 - 173 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperOtherpeer-review

2012

Dynamic clusters graph for detecting moving targets using WSNs

Armaghani, F. R., Gondal, I., Kamruzzaman, J. & Green, D. G., 2012, 2012 IEEE Vehicular Technology Conference (VTC Fall) Proceedings. Chouinard, J-Y., Labeau, F. & Stephenne, A. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Dynamic sensors collaboration to balance the accuracy-lifetime trade-off in multiple-target tracking

Armaghani, F. R., Gondal, I., Kamruzzaman, J. & Green, D. G., 2012, 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC). Jamalipour, A. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 675 - 681 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Interpreting the 2011 London riots from Twitter metadata

Cheong, M., Ray, S. & Green, D. G., 2012, Proceedings of the 2012 12th International Conference on Intelligent Systems Design and Applications. Abraham, A., Zomaya, A., Ventura, S., Yager, R., Snasel, V., Muda, A. K. & Samuel, P. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 915 - 920 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Joint optimization of number and allocation of clusters for wireless sensor networks

Sadat, A., Karmakar, G. C. & Green, D. G., 2012, 2012 IEEE International Conference on Communications (ICC). Mouftah, H. T. & Boutaba, R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 188 - 192 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Large-scale socio-demographic pattern discovery on microblog metadata

Cheong, M., Ray, S. & Green, D. G., 2012, Proceedings of the 2012 12th International Conference on Intelligent Systems Design and Applications. Abraham, A., Zomaya, A., Ventura, S., Yager, R., Snasel, V., Muda, A. K. & Samuel, P. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 909 - 914 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Molecular dynamics extended for fluctuating networks: Application to water

Kashmirian, J. M., Uhlherr, A., Dorin, A. & Green, D. G., 2012, In : Journal of Computational Chemistry. 33, 15, p. 1364 - 1373 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Motif difficulty (MD): A predictive measure of problem difficulty for evolutionary algorithms using network motifs

Liu, J., Abbass, H. A., Green, D. G. & Zhong, W., 2012, In : Evolutionary Computation. 20, 3, p. 321 - 347 27 p.

Research output: Contribution to journalArticleResearchpeer-review

Natural computation: Evolving solutions to complex problems

Green, D. G., 2012, Pragmatic Evolution: Applications of Evolutionary Theory. Poiani, A. (ed.). 1 ed. New York NY USA: Cambridge University Press, p. 213 - 233 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

2011

Computing and complexity - Networks, nature and virtual worlds

Green, D. G. & Leishman, T. G., 2011, Philosophy of Complex Systems. Hooker, C. (ed.). Amsterdam Netherlands: Elsevier, p. 137 - 161 25 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

Dual-phase evolution in complex adaptive systems

Paperin, G., Green, D. & Sadedin, S., 2011, In : Journal of the Royal Society Interface. 8, 58, p. 609 - 629 21 p.

Research output: Contribution to journalArticleResearchpeer-review

Elements of a network theory of complex adaptive systems

Green, D., 2011, In : International Journal of Bio-Inspired Computation. 3, 3, p. 159 - 167 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Local-global interaction and the emergence of scale-free networks with community structures

Liu, J., Abbass, H., Zhong, W. & Green, D., 2011, In : Artificial Life. 17, 4, p. 263 - 279 17 p.

Research output: Contribution to journalArticleResearchpeer-review

2010

Separated and overlapping community detection in complex networks using multiobjective evolutionary algorithms

Liu, J., Zhong, W., Abbass, H. A. & Green, D. G., 2010, Proceedings of the 2010 IEEE World Congress on Computational Intelligence. Sobrevilla, P., Fogel, G. & Ishibuchi, H. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2009

Of ants and men - the role of complexity in social change

Green, D. G., Leishman, T. G., Sadedin, S. & Leishman, G., 2009, Proceedings of the 9th Asia-Pacific Complex Systems Conference (Complex'09). Matsushita, M., Aruka, Y., Namatame, A. & Sato, H. (eds.). Tokyo Japan: Chuo University Press, p. 135 - 142 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Self-organization in simulated social networks

Leishman, T. G., Green, D. G. & Driver, S., 2009, Proceedings of the First International Conference on Computer-Mediated Social Networking (ICCMSN 2008). Purvis, M. & Savarimuthu, B. T. R. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5322. p. 150 - 156 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2008

Dual phase evolution and self-organisation in networks

Paperin, G., Green, D. G. & Leishman, T. G., 2008, Proceedings of the 7th International Conference on Simulated Evolution and Learning (SEAL 2008). Li, X., Kirley, M., Zhang, M., Green, D., Ciesielski, V., Abbass, H., Michalewicz, Z., Hendtlass, T., Deb, K., Tan, K. C., Branke, J. & Shi, Y. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5361. p. 575 - 584 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Formation of network modules by dual phase evolution

Leishman, T. G. & Green, D. G., 2008, Proceedings of the World Automation Congress 2008. Jamshidi, M., Hata, Y., Reuter, M., Parker, G., Saadat, M. & Cox, D. (eds.). San Antonio TX USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Holey fitness landscapes and the maintenance of evolutionary diversity

Paperin, G., Sadedin, S., Green, D. G. & Dorin, A., 2008, Proceedings of the Eleventh International Conference on the Simulation and Synthesis of Living Systems (ALIFE XI). Bullock, S., Noble, J., Watson, R. & Bedau, M. A. (eds.). London England: The MIT Press, p. 450 - 457 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Modularity and complex adaptive systems

Cornforth, D. & Green, D. G., 2008, Intelligent Complex Adaptive Systems. Yang, A. & Shan, Y. (eds.). Hershey PA USA: IGI Global, p. 75 - 104 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

Self-organization

Green, D. G., Sadedin, S. & Leishman, T. G., 2008, Encyclopedia of Ecology. Jorgensen, S. E. & Fath, B. (eds.). 1 ed. Amsterdam The Netherlands: Elsevier, p. 3195 - 3203 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Researchpeer-review

2007

A dual phase evolution model of adaptive radiation in landscapes

Paperin, G., Green, D. G., Sadedin, S. & Leishman, T. G., 2007, Proceedings of the Third Australian Conference on Progress in Artificial Life (ACAL 2007). Randall, M., Abbass, H. A. & Wiles, J. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 4828. p. 131 - 143 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Boolean networks as models of social behaviour

Lindsay, P. (ed.), Leishman, T. G. & Green, D. G., 2007, p. 60 - 60. 1 p.

Research output: Contribution to conferenceAbstractOther

Dual phase evolution - a mechanism for self-organization and optimization

Leishman, T. G., Green, D. G. & Paperin, G., 2007, Proceedings of the 11th Asia-Pacific Worksop on Intelligent and Evolutionary Systems. Namatame, A. (ed.). http://www.nda.ac.jp/cs/IES2007/finalprog.htm: National Defence Academy Japan, p. 1 - 8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Fitness landscapes in individual-based simulation models of adaptive radiation

Paperin, G., Green, D. G. & Dorin, A., 2007, Proceedings of the Computational Models for Life Sciences. Pham, T. D. & Zhou, X. (eds.). Melville NY USA: American Institute of Physics, p. 268 - 278 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Fuzzy weighted bio-fusion framework for breast cancer tumor intensity using mathematical theory of evidence

Raza, S. M., Gondal, I., Mok, G. K., Green, D. G. & Coppel, R. L., 2007, PRIB 2007 Proceedings, Supplemental: Second IAPR International Workshop on Pattern Recognition in Bioinformatics. Rajapakse, J. C., Schmidt, B. & Volkert, G. (eds.). Singapore: Bioinformatics Research Centre, p. 1 - 7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

The role of translocation and selection in the emergence of genetic clusters and modules

Newth, D. & Green, D. G., 2007, In : Artificial Life. 13, 3, p. 249 - 258 10 p.

Research output: Contribution to journalArticleResearchpeer-review

2006

Classifier fusion using Dempster-shafer theory of evidence to predict breast cancer tumors

Raza, S. M., Gondal, I., Green, D. G. & Coppel, R. L., 2006, TENCON 2006 Hong Kong IEEE Region 10 Conference. Ng, J. & Leung, K. W. (eds.). Hong Kong: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Complexity in Landscape Ecology

Green, D. G., Klomp, N., Rimmington, G. & Sadedin, S., 2006, Dordrecht The Netherlands: Springer. 208 p.

Research output: Book/ReportBookResearchpeer-review

Dual phase evolution a mechanism for self-organization in complex systems

Green, D. G., Leishman, T. G. & Sadedin, S., 2006, In : InterJournal. 1861, p. 1 - 8 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Fusion of FNA-cytology and gene-expression data using Dempster-Shafer theory of evidence to predict breast cancer tumors

Raza, S. M., Gondal, I., Green, D. G. & Coppel, R. L., 2006, In : Bioinformation. 1, 5, p. 170 - 175 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Polyome: a learning system for extracting bioinformatic data

Myers, R., Dix, T. I., Coppel, R. L. & Green, D. G., 2006, Proceedings of the 2006 International Conference on Bioinformatics and Computational Biology. Arabnia, H. R. & Valafar, H. (eds.). USA: CSREA Press, p. 534 - 540 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

The emergence of social consensus in simulation studies with Boolean networks

Terano, T. (ed.), Green, D. G., Leishman, T. G. & Sadedin, S., 2006, p. 1 - 8. 8 p.

Research output: Contribution to conferenceOtherOther

2005

Classifier fusion to predict breast cancer tumors based on microarray gene expression data

Raza, S. M., Gondal, I., Green, D. G. & Coppel, R. L., 2005, Proceedings of the 9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES 2005). Khosla, R., Howlett, R. J. & Jain, L. C. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 3684. p. 866 - 874 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Comparative study of multivariate classification methods using microarray gene expression data for BRCA1/BRCA2 cancer tumors

Raza, S. M., Gondal, I., Green, D. G. & Coppel, R. L., 2005, Third International Conference on Information Technology and Applications. He, X., Hintz, T., Piccardi, M., Wu, Q., Huang, M. & Tien, D. (eds.). Los Alamitos USA: IEEE Computer Society, p. 475 - 480 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Comparative study of Support Vector Machine and Compound Covariant Predictor based classification for microarray gene-expression data of hereditary breast cancer

Raza, S. M., Gondal, I., Green, D. G. & Coppel, R. L., 2005, Proceedings of the 2nd International Conference on Computational Intelligence in Medicine and Healthcare. Fonseca, J. M. (ed.). Portugal: IEE, p. 424 - 430 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review