Items where Subject is "08 INFORMATION AND COMPUTING SCIENCES > 0801 Artificial Intelligence and Image Processing > 080109 Pattern Recognition and Data Mining"

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Number of items at this level: 85.

A

Aeberhard, S., De Vel, O.Y., and Coomans, D.H. (2000) New fast algorithms for error rate-based stepwise variable selection in discriminant analysis. Siam Journal on Scientific Computing, 22 (3). pp. 1036-1052.

B

Breitkreutz, David, and Lee, Ickjai (2009) Investigation into alternative representations for intelligent geoinformation systems in data-rich environments. Journal of Software, 4 (7). pp. 777-784.

Breitkreutz, David, and Lee, Ickjai (2009) Voronoi representation for areal data processing in data-rich environments. In: Proceedings of IEEE International Conference on Intelligence and Security Informatics (ISI-2009), pp. 167-169. From: IEEE International Conference on Intelligence and Security Informatics 2009, 8 -11 June 2009, Dallas, Texas, USA.

C

Cai, Guochen, Hio, Chihiro, Bermingham, Luke, Lee, Kyungmi, and Lee, Ickjai (2014) Sequential pattern mining of geo-tagged photos with an arbitrary regions-of-interest detection method. Expert Systems with Applications, 41 (7). pp. 3514-3526.

Choo, Carol, Diederich, Joachim, Song, Insu, and Ho, Roger (2014) Suicide risk analysis. In: Lech, Margaret, Song, Insu, Yellowlees, Peter, and Diederich, Joachim, (eds.) Mental Health Informatics. Studies in Computational Intelligence, 491 . Springer, Berlin, Germany, pp. 217-228.

Cho, Siu-Yeung, Teoh, Teik-Toe, and Nguwi, Yok-Yen (2009) Development of an intelligent facial expression recognizer for mobile applications. In: Kazumi, Nakamatsu, (ed.) New Advances in Intelligent Decision Technologies. Springer, Berlin, Germany, pp. 21-29.

Coomans, D., Smyth, C., Lee, I., Hancock, T., and Yang, J. (2009) Unsupervised data mining: introduction. In: Brown, Steven D., Tauler, Roma, and Walczak, Beata, (eds.) Comprehensive Chemometrics: chemical and biochemical data analysis. Elsevier, Oxford, UK, pp. 559-576.

Coath, Genevieve, and Musumeci, Phillip (2003) Adaptive arc fitting for ball detection in RoboCup. In: APRS Workshop on Digital Image Computing. From: APRS Workshop on Digital Image Computing, 2003, 7 February 2003, Brisbane.

D

Diederich, Joachim, and Song, Insu (2014) Mental health informatics: current approaches. In: Lech, Margaret, Song, Insu, Yellowlees, Peter, and Diederich, Joachim, (eds.) Mental Health Informatics. Studies in Computational Intelligence, 491 . Springer, Berlin, Germany, pp. 1-16.

Donald, David Andrew (2012) Wavelet basis selection for spectroscopic data analysis. PhD thesis, James Cook University.

F

Felin, , Diederich, Joachim, and Song, Insu (2014) An alternative method of analysis in the absence of control group. In: Lech, Margaret, Song, Insu, Yellowlees, Peter, and Diederich, Joachim, (eds.) Mental Health Informatics. Studies in Computational Intelligence, 491 . Springer, Berlin, Germany, pp. 151-161.

Farber, Jess, Myers, Trina, Trevathan, Jarrod, Atkinson, Ian, and Andersen, Trevor (2012) Riskr: A low-technological Web2.0 disaster service to monitor and share information. In: Proceedings of 15th International Conference on Network-Based Information Systems, pp. 311-318. From: NBiS 2012 15th International Conference on Network-Based Information Systems, 26-28 September 2012, Melbourne, VIC, Australia.

G

Goh, Tze Jui, Diederich, Joachim, Song, Insu, and Sung, Min (2014) Using diagnostic information to develop a machine learning application for the effective screening of autism spectrum disorders. In: Lech, Margaret, Song, Insu, Yellowlees, Peter, and Diederich, Joachim, (eds.) Mental Health Informatics. Studies in Computational Intelligence, 491 . Springer, Berlin, Germany, pp. 229-245.

H

Hio, Chihiro, Bermingham, Luke, Cai, Guochen, Lee, Kyungmi, and Lee, Ickjai (2013) A hybrid grid-based method for mining arbitrary regions-of-interest from trajectories. In: Proceedings of Workshop on Machine Learning for Sensory Data Analysis, pp. 5-12. From: Workshop on Machine Learning for Sensory Data Analysis, 3 December 2013, Dunedin, New Zealand.

L

Lee, Ickjai, Cai, Guochen, and Lee, Kyungmi (2014) Exploration of geo-tagged photos through data mining approaches. Expert Systems with Applications, 41 (2). pp. 397-405.

Lech, Margaret, Song, Insu, Yellowlees, Peter, and Diederich, Joachim (2014) Mental Health Informatics. Studies in Computational Intelligence, 491 . Springer, Berlin, Germany.

Lei, Baiying, Song, Insu, and Rahman, Shah Atiqur (2013) Robust and secure watermarking scheme for breath sound. Journal of Systems and Software, 86 (6). pp. 1638-1649.

Lee, Ickjai, Cai, Guochen, and Lee, Joanne (2013) Mining points-of-interest association rules from geo-tagged photos. In: Proceedings of the Annual Hawaii International Conference on System Sciences (46), pp. 1580-1588. From: 46th Annual Hawaii International Conference on System Sciences, 7-10 January 2013, Maui, Hawaii.

Lee, Ickjai, Cai, Guochen, and Lee, Kyungmi (2013) Points-of-interest mining from people's photo-taking behavior. In: Proceedings of the Annual Hawaii International Conference on System Sciences (46), pp. 3129-3136. From: 46th Annual Hawaii International Conference on System Sciences, 7-10 January 2013, Maui, Hawaii.

Lee, Ickjai, Torpelund-Bruin, Christopher, and Lee, Kyungmi (2012) Map segmentation for geospatial data mining through generalized higher-order Voronoi diagrams with sequential scan algorithms. Expert Systems with Applications, 39 (12). pp. 11135-11148.

Lee, Ickjai, and Torpelund-Bruin, Christopher (2012) Geographic knowledge discovery from Web Map segmentation through generalized Voronoi diagrams. Expert Systems with Applications, 39 (10). pp. 9376-9388.

Lee, Ickjai, Qu, Yang, and Lee, Kyungmi (2012) Mining qualitative patterns in spatial cluster analysis. Expert Systems with Applications, 39 (2). pp. 1753-1762.

Lei, Baiying, Song, Insu, and Rahman, Atiqur Shah (2012) Optimal watermarking scheme for breath sound. In: Proceedings of the 2012 International Joint Conference on Neural Networks, pp. 1-6. From: 2012 International Joint Conference on Neural Networks (IJCNN), 10-15 June 2012, Brisbane, QLD, Australia.

Lee, Ickjai, and Torpelund-Bruin, Christopher (2011) Geographic knowledge discovery from Web 2.0 technologies for advance collective intelligence. Informatica, 35 (4). pp. 453-461.

Lee, Ickjai, Torpelund-Bruin, Christopher, and Lee, Kyungmi (2011) Raster voronoi tessellation and its application to emergency modeling. Geo-spatial Information Science, 14 (4). pp. 235-245.

Lee, Kyungmi (2011) Feature extraction schemes for ultrasonic non-destructive testing inspections. Advances in Information Sciences and Service Sciences, 3 (3). pp. 125-135.

Lee, Ickjai, and Breitkreutz, David (2011) Alternative areal decompositions: an empirical study. Transactions in GIS, 15 (1). pp. 17-42.

Lee, Ickjai, and Estivill-Castro, Vladimir (2011) Exploration of massive crime data sets through data mining techniques. Applied Artificial Intelligence, 25 (5). pp. 362-379.

Lee, Kyungmi (2010) Exploration on feature extraction schemes and classifiers for shaft testing system. Journal of Computers, 5 (5). pp. 679-686.

Lee, Ickjai, and Lee, Kyungmi (2009) A generic triangle-based data structure of the complete set of higher order Voronoi diagrams for emergency management. Computers, Environment and Urban Systems, 33 (2). pp. 90-99.

Lee, I., and Yang, J. (2009) Common clustering algorithms. In: Brown, Steven D., Tauler, Roma, and Walczak, Beata, (eds.) Comprehensive Chemometrics: chemical and biochemical data analysis. Elsevier, Oxford, UK, pp. 577-618.

Lee, Ickjai, Lee, Kyungmi, and Torpelund-Bruin, Christopher (2009) Voronoi image segmentation and its applications to geoinformatics. Journal of Computers, 4 (11). pp. 1101-1108.

Lee, Ickjai, and Torpelund-Bruin, Christopher (2009) When generalized Voronoi diagrams meet GeoWeb for emergency management. In: Proceedings of the Pacific-Asia Workshop on Intelligence and Security Informatics 2009, pp. 64-75. From: Pacific-Asia Workshop on Intelligence and Security Informatics 2009, 27 April 2009, Bangkok, Thailand.

Lee, Ickjai, and Lee, Kyungmi (2009) An order-k Voronoi approach to geospatial concept management within conceptual spaces. Applied Artificial Intelligence, 23 (6). pp. 522-537.

Lee, Kyungmi (2008) Effective approaches to extract features and classify echoes in long ultrasound signals for metal shafts. In: Proceedings of 2008 International Symposium on Intelligent Information Technology Application (1), pp. 728-733. From: 2008 International Workshop on Geoscience and Remote Sensing, 21-22 December, 2008, Shanghai, China.

Lee, Kyungmi, and Estivill-Castro, Vladimir (2007) Feature extraction and gating techniques for ultrasonic shaft signal classification. Applied Soft Computing, 7 (1). pp. 156-165.

Lee, Kyungmi, and Estivill-Castro, Vladimir (2005) Classification ensembles for shaft test data: empirical evaluation. International Journal of Simulation, 6 (10-11). pp. 38-47.

Lee, Kyungmi, and Estivill-Castro, Vladimir (2005) A hybrid classification approach to ultrasonic shaft signals. In: Proceedings of 17th Australian Joint Conference on Artificial Intelligence (3339), pp. 284-295. From: 17th Australian Joint Conference on Artificial Intelligence, 4 - 6 December 2004, Cairns, QLD, Australia.

Lee, Kyungmi , and Estivill-Castro, Vladimir (2004) Support vector machine classification of ultrasonic shaft inspection data using discrete wavelet transform. In: Proceedings of the International Conference on Machine Learning; Models, Technologies and Applications - MLMTA'04 (2). From: International Conference on Machine Learning; Models, Technologies and Applications - MLMTA'04 , 21-24 June 2004, Nevada, USA.

Lee, Kyungmi, and Estivill-Castro, Vladimir (2003) Classification of ultrasonic shaft inspection data using discrete wavelet transform. In: Proceedings of the (AIA 2003) Artificial Intelligence and Applications Conference, pp. 673-678. From: (AIA 2003) Artificial Intelligence and Applications Conferences, 8-10 September, 2003, Benalmádena, Spain.

Lee, Kyungmi, and Estivill-Castro, Vladimir (2003) Feature extraction techniques for ultrasonic shaft signal classification. In: Proceedings of Third International Conference on Hybrid Intelligent System (HIS 2003) Frontiers in Artificial Intelligence and Applications (104), pp. 479-488. From: Third International Conference on Hybrid Intelligent System (HIS 2003), 14-17 December 2003, Melbourne, VIC, Australia.

Lee, Ickjai, and Williams, Mary-Anne (2003) Multi-level clustering and reasoning about its clusters using region connection calculus. In: Proceedings of the 7th Pacific-Asia Conference, PAKDD 2003 (2637). From: 7th Pacific-Asia Conference, PAKDD 2003, 30 April - 02 May 2003, Seoul, Korea.

M

McCabe, Alan (2003) Handwritten signature verification using complementary statistical models. PhD thesis, James Cook University.

N

Nguwi, Yok-Yen, Teoh, Teik-Toe, Song, Insu, and Cho, Siu-Yeung (2010) Real-time road sign recognition. Australian journal of intelligent information processing systems, 12 (4). pp. 36-40.

Nguwi, Yok-Yen, and Cho, Siu-Yeung (2010) Support-vector-based emergent self-organising approach for emotional understanding. Connection Science, 22 (4). pp. 355-371.

P

Phillips, Peter, and Lee, Ickjai (2012) Mining co-distribution patterns for large crime datasets. Expert Systems with Applications, 39 (14). pp. 11556-11563.

Phillips, Peter, and Lee, Ickjai (2011) Crime analysis through spatial areal aggregated density patterns. Geoinformatica, 15 (1). pp. 49-74.

Phillips, Peter, and Lee, Ickjai (2009) Criminal cross correlation mining and visualization. In: Proceedings of the Pacific-Asia Workshop on Intelligence and Security Informatics 2009, pp. 2-13. From: Pacific-Asia Workshop on Intelligence and Security Informatics 2009, 27 April 2009, Bangkok, Thailand.

Phillips, Peter, and Lee, Ickjai (2009) Mining top-k and bottom-k correlative crime patterns through graph representations. In: Proceedings of the IEEE International Conference on Intelligence and Security Informatics 2009, pp. 25-30. From: IEEE International Conference on Intelligence and Security Informatics 2009, 8-11 June 2009, Dallas, Texas, USA.

Phillips, Peter, and Lee, Ickjai (2009) Multivarite areal aggregated crime analysis through cross correlation. In: Proceedings of the 2008 Second International Symposium on Intelligent Information Technology Application (IITA) (2), pp. 295-298. From: 2008 Second International Symposium on Intelligent Information Technology Application (IITA) , 21-22 December 2008, Shanghai, China.

Pham, Tuan D., Tran, Dat T., and Zhou, Xiaobo (2007) Fuzzy information fusion of classification models for high-throughput image screening of cancer cells in time-lapse microscopy. International Journal of Knowledge-Based and Intelligent Engineering Systems, 11 (4). pp. 237-246.

Pham, Tuan D. (2007) Double adaptive filtering of Gaussian noise degraded images. In: Proceedings of the 15th Scandinavian Conference 2007 (4522), pp. 848-857. From: 15th Scandinavian Conference on Image Analysis 2007, 10-14 June 2007 , Aalborg, Denmark.

Pham, Tuan (2007) Fractal characteristics of mass spectrometry based cancer data. In: Proceedings of the 3rd WSEAS International Conference on Cellular and Molecular Biology, Biophysics and Bioengineering (BIO '07), pp. 30-35. From: 3rd WSEAS International Conference on Cellular and Molecular Biology, Biophysics and Bioengineering (BIO '07), 26-28 Aug 2007, Athens, Greece.

Pham, Tuan D. (2007) Geo-thresholding for segmentation of fluorescent microscopic cell images. In: Perner, Petra, and Salvetti, Ovidio, (eds.) Advances in Mass Data Analysis of Signals and Images in Medicine, Biotechnology and Chemistry. Lecture Notes in Computer Science, 4826 . Springer, Berlin, Germany, pp. 15-26.

Pham, Tuan D. (2007) Mass spectrometry based cancer classification using fuzzy fractal dimensions. In: Rueda, Luis, Mery, Domingo, and Kittler, Josef, (eds.) Progress in Pattern Recognition, Image Analysis and Applications. Lecture Notes in Computer Science, 4756 . Springer, Berlin, Germany, pp. 614-623.

Pham, Tuan (2007) Predictive modeling in proteomics-based disease detection. In: Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 3308-3311. From: 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 23-26 August 2007, Lyon, France.

Pham, Tuan D., Tran, Dat T., Zhou, X., and Wong, Stephen T.C. (2007) A microscopic image classification system for high-throughput cell-cycle screening. International Journal of Intelligent Computing in Medical Sciences and Image Processing, 1 (1). pp. 67-77.

Pham, Tuan D., and Zhou, Xiaobo (2007) A novel image feature for nuclear-phase classification in high content screening. In: Proceedings of the International Conference on Mass Data Analysis of Images and Signals in Medicine, Biotechnology and Chemistry (4826), pp. 84-93. From: International Conference on Mass Data Analysis of Signals and Images in Medicine, Biotechnology and Chemistry, 18 July 2007, Leipzig, Germany.

Q

Qu, Yang, Lee, Kyungmi, and Lee, Ickjai (2011) Cluster polygonization and qualitative cluster reasoning: overview. International Journal of Advancements in Computing Technology, 3 (3). pp. 1-9.

Qu, Yang, Lee, Kyungmi, and Lee, Ickjai (2010) Making sense of clusters through qualitative spatial reasoning. In: Proceedings of 6th International Conference on Advanced Information Management and Service, pp. 67-72. From: IMS 2010 6th International Conference on Advanced Information Management and Service, 30 November - 2 December 2010, Seoul, Korea.

Qu, Yang, Lee, Kyungmi, and Lee, Ickjai (2009) Qualitative cluster reasoning framework for decision making. In: Proceedings of the 2009 Fifth International Joint Conference on INC, IMS and IDC, pp. 1321-1326. From: 2009 Fifth International Joint Conference on INC, IMS and IDC, 25-27 August 2009, Seoul, Korea.

R

Rahman, Shah Atiqur , Song, Insu, Leung, M.K.H., Lee, Ickjai, and Lee, Kyungmi (2014) Fast action recognition using negative space features. Expert Systems with Applications, 41 (2). pp. 574-587.

S

Shatte, Adrian, Holdsworth, Jason, and Lee, Ickjai (2014) Mobile augmented reality based context-aware library management system. Expert Systems with Applications, 41 (5). pp. 2174-2185.

Song, Insu, and Diederich, Joachim (2014) Generating explanations from support vector machines for psychological classifications. In: Lech, Margaret, Song, Insu, Yellowlees, Peter, and Diederich, Joachim, (eds.) Mental Health Informatics. Studies in Computational Intelligence, 491 . Springer, Berlin, Germany, pp. 125-150.

Song, Insu, and Vong, John (2014) Social networks and automated mental health screening. In: Lech, Margaret, Song, Insu, Yellowlees, Peter, and Diederich, Joachim, (eds.) Mental Health Informatics. Studies in Computational Intelligence, 491 . Springer, Berlin, Germany, pp. 107-123.

Song, Insu, and Diederich, Joachim (2014) Speech analysis for mental health assessment using support vector machines. In: Lech, Margaret, Song, Insu, Yellowlees, Peter, and Diederich, Joachim, (eds.) Mental Health Informatics. Studies in Computational Intelligence, 491 . Springer, Berlin, Germany, pp. 79-105.

Song, Insu, and Marsh, Nigel V. (2012) Anonymous indexing of health conditions for a similarity measure. IEEE Transactions on Information Technology in Biomedicine, 16 (4). pp. 737-744.

Song, Insu, and Dillon, Denise (2011) Therapeutic animatron: interaction framework for making people happy. In: Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, p. 1100. From: COGSCI 2011: Expanding the Space of Cognitive Science, 20-23 July 2011, Boston, Massachusetts, USA.

T

Tilaka, Anne Debra, Diederich, Joachim, Song, Insu, and Teoh, Ai Ni (2014) Automated method for diagnosing speech and language dysfunction in schizophrenia. In: Lech, Margaret, Song, Insu, Yellowlees, Peter, and Diederich, Joachim, (eds.) Mental Health Informatics. Studies in Computational Intelligence, 491 . Springer, Berlin, Germany, pp. 201-215.

Torpelund-Bruin, Christopher, and Lee, Ickjai (2012) Market area analysis and intelligence through GeoWeb map segmentation. Cybernetics and Systems, 43 (6). pp. 445-458.

Teoh, Teik Toe, Lim, Shi Min, Cho, Siu Yeung, and Nguwi, Yok Yen (2012) Advances in assisted tool for autism. International Journal of Intelligent Information Processing, 3 (2). pp. 40-46.

Torpelund-Bruin, Christopher, and Lee, Ickjai (2011) Geospatial web data tessellation and visualization. Advances in Information Sciences and Service Sciences, 3 (2). pp. 87-93.

Torpelund-Bruin, Christopher, and Lee, Ickjai (2010) Segmentation and mapping of user-driven geospatial web data. In: Proceedings of 6th International Conference on Advanced Information Management and Service, pp. 73-77. From: IMS 2010 6th International Conference on Advanced Information Management and Service, 30 November - 2 December 2010, Seoul, Korea.

Torpelund-Bruin, Christopher, and Lee, Ickjai (2009) A Voronoi-based model for emergency planning using sequential-scan algorithms. In: Proceedings of the 2009 IEEE International Conference on Intelligence and Security Informatics, pp. 83-88. From: 2009 IEEE International Conference on Intelligence and Security Informatics, 8-11 June 2009, Texas, USA.

Tran, Dat T., Pham, Tuan D., Zhou, Xiaobo, and Wong, Stephen T.C. (2007) Modeling methods for cell phase classification. In: Pham, Tuan D., Yan, Hong, and Crane, Denis I., (eds.) Advanced Computational Methods for Biocomputing and Bioimaging. Nova Science Publishers, New York, USA, pp. 143-166.

W

Wang, Ye, Lee, Kyungmi, and Lee, Ickjai (2011) Representing ordered order-k Voronoi diagrams. In: Proceedings of the 7th International Conference on Information Processing and Management, pp. 71-75. From: ICIPM 2011 7th International Conference on Information Processing and Management, 29 November- 1 December 2011, Jeju Island, Korea.

Y

Yu, Donggang, Pham, Tuan D., Yan, Hong, Zhang, Bailing, and Crane, Denis I. (2007) Segmentation of cultured neurons using logical analysis of grey and distance difference. Journal of Neuroscience Methods, 166 (1). pp. 125-137.

Yan, Hong, and Pham, Tuan D. (2007) Spectral estimation techniques for DNA sequence and microarray data analysis. Current Bioinformatics, 2 (2). pp. 145-156.

Yu, Donggang, Pham, Tuan D., and Zhou, Xiaobo (2007) Analysis and recognition of touching cell images based on morphological structures. In: Apolloni, Bruno, Howlett, Robert J., and Jain, Lakhmi, (eds.) Knowledge-Based Intelligent Information and Engineering Systems. Lecture Notes in Computer Science, 4692 . Springer, Berlin, Germany, pp. 439-446.

Yu, Donggang, Pham, Tuan D., Yan, Hong, Lai, Wei, and Crane, Denis I. (2007) Segmentation and reconstruction of cultured neuron skeleton. In: Proceedings of the 2007 International Symposium of Computational Models for Life Sciences (952), pp. 21-30. From: Computational Models for Life Sciences - CMLS '07: 2007 International Symposium, 17-19 December 2007, Queensland, Australia.

Yu, Donggang, Pham, Tuan D., Zhou, Xiaobo, and Wong, Stephen T.C. (2007) Segmentation, recognition and tracing analysis for high-content cell-cycle screening. In: Proceedings of the 2007 International Symposium on Computational Models for Life Sciences (952), pp. 66-75. From: Computational Models for Life Sciences (CMLS '07) 2007 International Symposium, 17-19 December 2007, Queensland, Australia.

Yu, Donggang, Pham, Tuan, and Zhou, Xiaobo (2007) Tracing and recognition of cell phases. In: Proceedings of the 3rd WSEAS International Conference on Cellular and Molecular Biology, Biophysics and Bioengineering (BIO '07), pp. 36-41. From: 3rd WSEAS International Conference on Cellular and Molecular Biology, Biophysics and Bioengineering (BIO '07), 26-28 Aug 2007, Athens, Greece.

Yu, Donggang, Pham, Tuan D., and Crane, Denis I. (2007) A region analysis approach for segmenting neural-cell images. In: Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 5529-5532. From: 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 23-26 August 2007, Lyon, France.

Z

Zhang, Bailing, Pham, Tuan D., and Zhang, Yanchun (2007) Bagging support vector machine for classification of SELDI-TOF mass spectra of ovarian cancer serum samples. In: Orgun, Mehmet A., and Thornton, John, (eds.) AI 2007: Advances in Artificial Intelligence. Lecture Notes in Computer Science, 4830 . Springer, Berlin, Germany, pp. 820-826.

Zhang, Bailing, Pham, Tuan D., and Zhang, Yanchun (2007) Ovarian cancer identification from mass spectra by Kernel Fisher Discriminant Analysis. In: Proceedings of the 2007 International Symposium on Computational Models for Life Sciences (952), pp. 187-196. From: Computational Models for Life Sciences (CMLS '07) 2007 International Symposium, 17-19 December 2007, Queensland, Australia.

This list was generated on Fri Apr 18 23:19:14 2014 EST.