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Research Output 1997 2019

2019

A hybrid missing data imputation method for constructing city mobility indices

Nikfalazar, S., Yeh, C-H., Bedingfield, S. E. & Akbarzadeh Khorshidi, H., 2019, Data Mining - 16th Australasian Conference, AusDM 2018 Bahrurst, NSW, Australia, November 28–30, 2018 Revised Selected Papers. Islam, R., Koh, Y. S., Zhao, Y., Warwick, G., Stirling, D., Li, C-T. & Islam, Z. (eds.). Singapore Singapore: Springer, p. 135-148 14 p. (Communications in Computer and Information Science; vol. 996).

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

2018

Multi-granular electricity consumer load profiling for smart homes using a scalable big data algorithm

Bedingfield, S., Alahakoon, D., Genegedera, H. & Chilamkurti, N., 1 Jul 2018, In : Sustainable Cities and Society. 40, p. 611-624 14 p.

Research output: Contribution to journalArticleResearchpeer-review

"Power to the people!": social media discourse on regional energy issues in Australia

Morgan, K., Cheong, M. & Bedingfield, S., 2018, In : Australasian Journal of Information Systems. 22, 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
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2017

A new iterative fuzzy clustering algorithm for multiple imputation of missing data

Nikfalazar, S., Yeh, C. H., Bedingfield, S. & Khorshidi, H. A., 23 Aug 2017, IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2017. Hagras, H. & Herrera, F. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 1-6 6 p. 8015560

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

2014

Customer order-driven BOCR-based supplier selection

Yun, C. J., Yeh, C-H. & Bedingfield, S. E., 2014, Proceedings of the 47th Annual Hawaii International Conference on System Sciences (HICSS 2014). Sprague Jr, R. H. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1095 - 1102 8 p.

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

Extraction of high quality k-words for alignment-free sequence comparison

Gunasinghe, U., Alahakoon, L. D. & Bedingfield, S. E., 2014, In : Journal of Theoretical Biology. 358, p. 31 - 51 21 p.

Research output: Contribution to journalArticleResearchpeer-review

2011

Evaluating the effect of health warnings in influencing Australian smokers' psychosocial and quitting behaviours using fuzzy causal network

Zhang, J., Borland, R., Coghill, K., Petrovic-Lazarevic, S. Y. O., Young, D., Yeh, C-H. & Bedingfield, S., 2011, In : Expert Systems with Applications. 38, 6, p. 6430 - 6438 9 p.

Research output: Contribution to journalArticleResearchpeer-review

GSOM sequence: An unsupervised dynamic approach for knowledge discovery in temporal data

Fonseka, W. P. A., Alahakoon, L. D. & Bedingfield, S. E., 2011, Proceedings of the 2011 IEEE Symposium on Computational Intelligence and Data Mining. Chawla, N., King, I. & Sperduti, A. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 232 - 238 7 p.

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

2010

A probabilistic neural network approach to modeling the impact of tobacco control policies by gender

Ding, X., Yeh, C-H. & Bedingfield, S. E., 2010, Advances in Neural Network Research and Applications [(ISSN 2010)]: [Seventh International Symposium on Neural Networks, Shanghai, China, June 6-9, 2010, Proceedings]. Zeng, Z. & Wang, J. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 869 - 876 8 p.

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

2009

Identifying tobacco control policy drivers: A neural network approach

Ding, X., Bedingfield, S. E., Yeh, C-H., Borland, R., Young, D., Petrovic-Lazarevic, S. Y. O. & Coghill, K. A., 2009, Proceedings of the 16th International Conference on Neural Information Processing, Part II (ICONIP 2009). Leung, C. S., Lee, M. & Chan, J. H. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5864. p. 770 - 776 7 p.

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

2008

A decision tree approach for predicting smokers' quit intentions

Ding, X., Bedingfield, S. E., Yeh, C-H., Borland, R., Young, D., Zhang, J. Y., Petrovic-Lazarevic, S. Y. O. & Coghill, K. A., 2008, In : Journal of Electronic Science and Technology of China. 6, 3, p. 284 - 288 5 p.

Research output: Contribution to journalArticleResearchpeer-review

A rule based approach to modeling the effect of tobacco control policies

Ding, X., Bedingfield, S., Yeh, C. H., Petrovic-Lazarevic, S., Coghill, K., Zhang, J. Y., Borland, R. & Young, D., 1 Dec 2008, Proceedings of the 2008 4th International Conference on Information and Automation for Sustainability, ICIAFS 2008. p. 496-501 6 p. 4783959

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

A rule based approach to modelling the effect of tobacco control policies

Ding, X., Bedingfield, S. E., Yeh, C-H., Petrovic-Lazarevic, S. Y. O., Coghill, K. A., Zhang, J. Y., Borland, R. & Young, D., 2008, Proceedings of the 2008 Fourth International Conference on Information and Automation for Sustainability. Fernado, S. (ed.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 496 - 501 6 p.

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

Innovation in tobacco control: Managing a global network with no central control

Young, D., Borland, R., Zhang, J. Y., Coghill, K. A., Yeh, C-H., Petrovic-Lazarevic, S. Y. O. & Bedingfield, S. E., 2008, In : Asia-Pacific Management Review. 13, 1, p. 373 - 387 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Performance evaluation of intelligent prediction models on smokers' quitting behaviour

Yun, C-J., Ding, X., Bedingfield, S. E., Yeh, C-H., Borland, R., Young, D., Petrovic-Lazarevic, S. Y. O., Coghill, K. A. & Zhang, J. Y., 2008, Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2008). Fyfe, C., Kim, D., Lee, S-Y. & Yin, H. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5326. p. 210 - 216 7 p.

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

2007

A new theoretical framework for modelling and analysing complex tobacco control systems

Zhang, J. Y., Young, D., Coghill, K. A., Petrovic-Lazarevic, S. Y. O., Borland, R., Yeh, C-H. & Bedingfield, S. E., 2007, Readings Book - Achieving Competitive Advantage through Managing Global Resources. Delener, N., Fuxman, L., Lu, F. V., Rivera-Solis, L. E. & Su, C-H. (eds.). USA: Global Business and Technology Association and EBSCO Publishing, p. 811 - 817 7 p.

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

Investigating successes and failures of tobacco control instruments

Zhang, J. Y., Young, D., Borland, R., Coghill, K. A., Yeh, C-H., Petrovic-Lazarevic, S. Y. O. & Bedingfield, S. E., 2007, Proceedings of the 13th Asia Pacific Management Conference - Managing Transitions in the Asia Pacific: Globalization and Localization. Rahim, M. M. & Yeh, C-H. (eds.). http://www.infotech.monash.edu.au/research/centres/cdsesr/apmc/proceedings.html: Monash University, Centre for Decision Support and Enterprise Systems Research, p. 270 - 279 10 p.

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

2006

Two stage partial classification for inconsistent and imbalanced classes

Bedingfield, S. E. & Smith-Miles, K., 2006, Proceedings of the 2nd International Conference on Information and Automation 2006. Munasinghe, R. (ed.). Colombo Sri Lanka: Faculty of Engineering, University of Moratuwa, p. 167 - 171 5 p.

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

2004

A hybrid decision tree and neural network technique for enhancing knowledge discovery from incomplete survey data

Becker, R., Lee, V. C-S. & Bedingfield, S. E., 2004, Intelligent Engineering Systems Through Artificial Neural Networks. Dagli, C. H., Bucsak, A. L., Enke, D. L., Embrechts, M. J. & Ersoy, O. (eds.). New York USA: ASME Press, p. 477 - 482 6 p.

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

An optimisation methodology for multi parameter heuristics

Bedingfield, S. E. & Smith, K. A., 2004, Proceedings IEEE 4th International Conference on Intelligent Systems Design and Application. Koeppen, M. (ed.). Budapest Hungary: Attila L. Bencsik, Vol. 1. p. 457 - 460 4 p.

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

2003

Evolutionary rule generation and its application to credit scoring

Bedingfield, S. E. & Smith, K. A., 2003, Studies in Fuzziness and Soft Computing: Soft Computing in Measurement and Information Acquisition. Reznik, L. & Kreinovich, V. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 262 - 276 15 p.

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

Evolutionary rule generation classification and its application to multi-class data

Bedingfield, S. E. & Smith, K. A., 2003, Proceedings of the International Conference on Computational Science (ICCS 2003). Sloot, P. M. A., Abramson, D., Bogdanov, A. V., Dongarra, J. J., Zomaya, A. Y. & Gorbachev, Y. E. (eds.). New York USA: Springer-Verlag London Ltd., Vol. 2660. p. 868 - 876 9 p.

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

Predicting bad credit risk: an evolutionary approach

Bedingfield, S. E. & Smith, K. A., 2003, Proceedings of the Joint International Conference on Artificial Neural Networks and Neural Information Processing (ICANN/ICONIP 2003). Kaynak, O., Alpaydin, E., Oja, E. & Xu, L. (eds.). New York USA: Springer-Verlag London Ltd., Vol. 2714. p. 1081 - 1088 8 p.

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

2000

A Comparison of Fitness Functions for Evolutionary Rule Generation

Bedingfield, S. E. & Smith, K. A., 2000, Advances in Intelligent Systems Theory and Applications. Amsterdam Netherlands: IOS Press, p. 102 - 109 8 p.

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

1999

Evolutionary Rule Generation in an Information System

Bedingfield, S. E. & Smith, K. A., 1999, Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining & Complex Systems. New York NY USA: ASME Press, p. 485 - 491 7 p.

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

1998

Co-Evolution of Market Place Participants Subject to a Multinomial Logit Market Share Model

Huxford, S. B., Bedingfield, S. E. & Cheung, Y. P., 1998, International Conference on Computational Intelligence and Muldimedia Applications 1998. Singapore: World Scientific Publishing, p. 537 - 542 6 p.

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

1997

Monitoring and Interpreting Evolved Behaviours in an Oligopoly

Cheung, Y. P., Bedingfield, S. E. & Huxford, S. B., 1997, Proceedings of the IEEE Conference on Evolutionary Computation. New Jersey USA: IEEE, Institute of Electrical and Electronics Engineers, p. 692 - 701 10 p.

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

Simulating Pricing Behaviours Using a Genetic Algorithm

Bedingfield, S. E., Huxford, S. B. & Cheung, Y. P., 1997, Lecture Notes in Computer Science. London UK: Springer-Verlag London Ltd., p. 43 - 46 4 p.

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