Dr Josiah Poon

BSc(Hons) Manchester, MSc Deakin, PhD Sydney
Senior Lecturer
School of Information Technologies

J12 - The School of Information Technologies
The University of Sydney

Telephone +61 2 9351 7185
Fax +61 2 9351 3838

Website School of Information Technologies

Research interests

IT academics have been working with hospitals for decades to improve Western medicine. Dr Josiah Poon is working to do the same with Eastern medicine, by applying data mining and other IT techniques to Traditional Chinese Medicine (TCM).

"The core of TCM is the interaction of herbs. There are many different combinations of herbs currently in use for each illness, and I develop algorithms using clinical records to try to discover the most effective treatments.

"I use a measurement called complementarity, which is found in economics. It works on the principle that the whole is larger than the sum of its parts - in this case, two separate herbs on their own may each do nothing, but when put together they may be a powerful treatment.

"My work with a hospital in Beijing has vastly improved the treatments available to its patients, and I am currently working with a research centre in Shanghai to quantify the effectiveness of the drugs it produces.

"While there are fewer TCM practitioners in Australia than there are in China, Australia is the first Western country to introduce the regulation of TCM through registration, which indicates the impact Chinese medicine is having on our health system.

"I am personally passionate about this area because I am from a Chinese background and I don't really see any difference between Western and Eastern medicine - they are both effective ways of aiming to cure illness. However, Eastern medicine tends to be seen as non-scientific, so I am using IT to build evidence of its scientific merit.

"I started working in this field in 2008, and have been at the University of Sydney since 2001. The Chinese Studies Centre here helps to promote this sort of work, which is fantastic."

Teaching and supervision

Current:

COMP5702 - IT Research Project A

COMP5703 - Information Technology Project

COMP5705 - Information Technology Short Project

COMP5706 - IT Industry Placement Project

INFO1003 - Foundations of Information Technology

Previous:

COMP5047 - Pervasive Computing

COMP5214 - Software Development in Java

COMP5318 - Knowledge Discovery and Data Mining

SOFT1001 - Software Development 1

SOFT1002 - Software Development 2

In the media

Professional Activites

Selected grants

2014

  • Evaluation of the need of CM services for stroke patients in Hong Kong; Poon S, Poon J; The Chinese University of Hong Kong/Research Grants Program.

2005

  • Bridging the Gap: Smart Support for the Intergenerational Distributed Family; Kummerfeld R, Kay J, Koprinska I, Poon J, Yacef-Cullum K; Smart Internet Technology Cooperative Research Centre/Cooperative Research Centres.

2002

  • Knowledge acquisition and Machine Learning, Smart Personal Assistant Project 01; Takatsuka M, Yacef-Cullum K, Tobias J, Davis J, Kay J, Koprinska I, Poon J; Smart Internet Technology Cooperative Research Centre/Cooperative Research Centres.
  • Machine Learning for SPA; Greenhalgh A, Koprinska I, Poon J; Smart Internet Technology Cooperative Research Centre/BLO Project.

2001

  • Natural Adaptive User Interface Prototype, NAUI-Project 01; Davis J, Koprinska I, Poon J, Takatsuka M, Yacef-Cullum K, Kay J, Tobias J; Smart Internet Technology Cooperative Research Centre/BLO Project.

Selected publications

Download citations: PDF RTF Endnote

Edited Books

  • Gao, J., Kwan, P., Poon, J., Poon, S. (2009). Proceedings of the Workshop Advances and Issues in Biomedical Data Mining (AIBDM'09). Thailand: Printing House of Thammasat University - Rangsit Campus.

Book Chapters

  • Weng, C., Poon, J. (2010). CODE: A Data Complexity Framework for Imbalanced Datasets. In Theeramunkong, Nattee, Adeodato, Chawla, Christen, Lenca, Poon, Williams (Eds.), New Frontiers in Applied Data Mining: PAKDD 2009 International Workshops - Lecture Notes in Artificial Intelligence - LNAI Volume 5669, (pp. 16-27). Berlin Heidelberg: Springer.

Journals

  • Yang, M., Poon, J., Wang, S., Jiao, L., Poon, S., Cui, A., Chen, P., Sze, D., Xu, L. (2013). Application of Genetic Algorithm for Discovery of Core Effective Formulae in TCM Clinical Data. Computational and Mathematical Methods in Medicine, 2013, 1-16. [More Information]
  • Kim, E., Chen, Y., Huang, J., Li, K., Razmovski-Naumovski, V., Poon, J., Chan, K., Roufogalis, B., McLachlan, A., Mo, S., Liu, Z., Li, G., et al (2013). Evidence-based toxicity evaluation and scheduling of Chinese herbal medicines. Journal of Ethnopharmacology, 146(1), 40-61. [More Information]
  • Poon, S., Poon, J., McGrane, M., Zhou, X., Kwan, P., Zhang, R., Liu, B., Gao, J., Loy, C., Chan, K., Sze, D. (2011). A novel approach in discovering significant interactions from TCM patient prescription data. International Journal of Data Mining and Bioinformatics, 5(4), 353-368. [More Information]
  • Poon, J., Luo, Z., Zhang, R. (2011). Feature respresentation in the biclustering of symptom-herb relationship in Chinese medicine. Chinese Journal of Integrated Medicine, 17(9), 663-668. [More Information]
  • Chan, J., Koprinska, I., Poon, J. (2008). Semi-supervised classification using bridging. International Journal on Artificial Intelligence Tools, 17(3), 415-431.
  • Koprinska, I., Poon, J., Clark, J., Chan, J. (2006). Learning to classify e-mail. Information Sciences, Online Article, 1-21. [More Information]
  • Holden, S., Kay, J., Poon, J., Yacef-Cullum, K. (2005). Workflow-Based Personalised Document Delivery. International Journal on E-Learning, 4(1), 131-148.

Conferences

  • Poon, J., Shih, J., Poon, S., Sze, D. (2013). A Study of Fitness Functions in Evolutionary Algorithms on Symptom-Herb Relationship Discovery. 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2013), Piscataway, United States: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Su, A., Poon, S., Poon, J. (2013). Discovering Causal Patterns in TCM Clinical Prescription Data Using Set-Theoretic Approach. 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2013), Piscataway, United States: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Cui, A., Poon, J., Poon, S., Fan, K., Chen, H., Gao, J., Kwan, P., Ling, Z. (2013). Parallel model of independent component analysis constrained by reference curves for HPLC-DAD and its solution by multi-areas genetic algorithm. 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2013), Piscataway, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Petersen, H., Poon, J., Poon, S., Loy, C., Leeflang, M. (2013). Partially automated literature screening for systematic reviews by modelling non-relevant articles. Third Australasian Workshop on Artificial Intelligence in Health (AIH 2013) in conjuntion with the 26th Australasian Joint Conference on Artificial Intelligence (AI 2013), Dunedin, New Zealand: CEUR-WS.
  • Poon, S., Chan, J., Poon, J., Land, L. (2013). Patterned Interactions In Complex Systems: The Role Of Information Technology For Re-Shaping Organizational Structures. 21st European Conference on Information Systems ECIS 2013 - "Beyond Borders", Utrecht: European Conference on Information Systems.
  • Poon, J., Yin, D., Poon, S., Zhang, R., Liu, B., Sze, D. (2012). Co-evolution of symptom-herb relationship. 2012 IEEE World Congress on Computational Intelligence (IEEE-WCCI 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Chen, H., Poon, J., Poon, S., Chan, K., Wong, K., Sze, D. (2012). Evaluation of Herbal Chromatographic Fingerprint Identification Systems. 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
  • Poon, S., Fan, K., Poon, J., Loy, C., Chan, K., Kuan, P., Zhou, X., Gao, J., Zhang, R., Wang, Y., et al (2011). Analysis of herbal formulation in TCM: Infertility as a case study. 11th IEEE International Conference on Bioinformatics and Bioengineering (BIBE 2011), Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • McGrane, M., Poon, S., Poon, J., Chan, K., Loy, C., Zhou, X., Zhang, R., Liu, B., Kwan, P., Sze, D., et al (2010). Analysis of Synergistic and Antagonistic Effects of TCM: Cases on Diabetes and Insomnia. 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops BIBMW 2010, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Poon, S., Poon, J., Peters, G., Gupta, N., Land, L. (2010). Complementary organizational mechanisms: a case study on information technology business value. 18th European Conference on Information Systems, South Africa: University of Pretoria.
  • Theeramunkong, T., Nattee, C., Adeodato, P., Chawla, N., Christen, P., Lenca, P., Poon, J., Williams, G. (2010). New Frontiers in Applied Data Mining - PAKDD 2009 International Workshops. 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2009), Berlin Heidelberg: Springer.
  • Zhou, X., Poon, J., Kwan, P., Zhang, R., Wang, Y., Poon, S., Liu, B., Sze, D. (2010). Novel-Two-Stage Analytic Approach in Extraction of Strong Herb-Herb Interactions in TCM Clinical Treatment of Insomnia. 2nd International Conference on Medical Biometrics (ICMB 2010), Germany: Springer.
  • Poon, J., Poon, S., Yin, D., Chan, K., Loy, C., Zhou, X., Zhang, R., Liu, B., Kwan, P., Sze, D., et al (2010). Studying Herb-Herb Interaction for Insomnia through the theory of Complementarities. 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops BIBMW 2010, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Weng, C., Poon, J. (2009). Reference Point Transformation for Visualisation. 8th Australasian Data Mining Conference AusDM 2009, Australia: Australian Computer Society.
  • Petersen, H., Poon, J. (2009). Reworking Bridging for Use within the Image Domain. 13th International Conference on Computer Analysis of Images and Patterns CAIP 2009, Germany: Springer.
  • Poon, J., Weng, C. (2008). A New Evaluation Measure for Imbalanced Datasets. The Seventh Australasian Data Mining Conference (AusDM 2008), Sydney NSW, Australia: Australian Computer Society.
  • Poon, S., Fan, G., Poon, J., Young, R. (2008). Analysis of structural change point in multivariate regression models: An application on IT productivity impact. 8th IEEE International Conference on Computer and Information Technology, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Land, L., Pang, V., Cheng, A., Chik, C., Poon, S., Poon, J., Attar, S. (2008). Explaining sustainability in healthcare - A preliminary study of an aged care organisation in Australia. Pacific Asia Conference on Information Systems (PACIS 2008), Hong Kong: Department of Information Systems, City University of Hong Kong.
  • Chan, J., Poon, J., Koprinska, I. (2007). Enhancing the Performance of Semi-Supervised Classification Algorithms with Bridging. The Twentieth International Florida Artificial Intelligence Research Society Conference, Menlo Park, California: AAAI Press.
  • Land, L., Poon, S., Poon, J. (2007). Guidelines and an Example of Applying ELeRS - A Framework for Scoping E-Learning Research in Healthcare. 18th Australasian Conference on Information Systems (ACIS 2007), Toowoomba, Australia: University of Southern Queensland.
  • Weng, C., Poon, J. (2006). A Data Complexity Analysis on Imbalanced Datasets and an Alternative Imbalance Recovering Strategy. 2006 IEEE/WIC/ACM International Conference on Web Intelligence, Los Alamitos, CA USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Huang, X., Huang, Y., Wen, M., An, A., Liu, Y., Poon, J. (2006). Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval. 2006 IEEE International Conference on Data Mining (ICDM 2006), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Weng, C., Poon, J. (2005). Cross Training and Under Sampling in Categorization of Company Announcements. Tenth Australasian Document Computing Symposium - ADCS 2005, Sydney, Australia: School of Information Technologies, University of Sydney.
  • Buchholz, M., Pfluger, D., Poon, J. (2004). Application Of Machine Learning Techniques To The Re-Ranking Of Search Results. 27th Annual German Conference on AI, KI2004. Springer.
  • Chan, J., Koprinska, I., Poon, J. (2004). Co-Training On Textual Documents With A Single Natural Feature Set. The Ninth Australasian Document Computing Symposium (ADCS 2004), Victoria, Australia: Department of Computer Science and Software Engineering, University of Melbourne.
  • Chan, J., Koprinska, I., Poon, J. (2004). Co-Training With A Single Natural Feature Set Applied To Email Classification. 2004 IEEE/WIC ACM International Conference on Web Intelligence, Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Clark, J., Koprinska, I., Poon, J. (2003). A neural network based approach to automatee e-mail classification. 2003 IEEE/WIC Intenational Conference on Web Intelligence, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Koprinska, I., Trieu, F., Poon, J., Clark, J. (2003). E-mail classification by decision forests. Eighth Australasian Document Computing Symposium, Canberra: CSIRO ICT Centre.
  • Mak, H., Koprinska, I., Poon, J. (2003). INTIMATE: A web-based movie recommender using text categorization. 2003 IEEE/WIC Intenational Conference on Web Intelligence, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Clark, J., Koprinska, I., Poon, J. (2003). Linger - a smart personal assistant for e-mail classification. 2003 IEEE/WIC Intenational Conference on Web Intelligence, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Davis, J., Kummerfeld, R., Poon, J., Quigley, A., Saunders, G., Yacef-Cullum, K. (2003). Using workflow, user modeling and turoring strategies for just-in-time docuemtn delivery. Shaping the future of learning through intelligent Technologies, Amsterdam: IOS Press.
  • Davis, J., Kay, J., Kummerfeld, R., Poon, J., Quigley, A., Saunders, G., Yacef-Cullum, K. (2003). Workflow, user modeling and tutoring strategies for just-in-time document delivery. AIED 2003: Artificial Intelligence in Education, Sydney, AU: University of Sydney.
  • Davis, J., Kay, J., Lin, X., Poon, J., Quigley, A., Saunders, G., Yacef-Cullum, K. (2002). Workflow based Just-in-time Training. ADCS '02 The Seventh Australasian Document Computing Symposium, Sydney, Australia: School of Information Technologies, University of Sydney.
  • Poon, J., Prasher,, S. (2001). A Hybrid Approach to Support Interactive Data Mining. Genetic and Evolutionary Computation Conference, Australia: UNSW Australian Defence Force Academy.
  • Poon, J., Nunn,, C. (2001). Browsing the Web from a Speech-Based Interface. INTERACT 2001 Eighth IFIP Conference on Human-Computer Interaction, Australia: Ads & Adea.

2013

  • Poon, J., Shih, J., Poon, S., Sze, D. (2013). A Study of Fitness Functions in Evolutionary Algorithms on Symptom-Herb Relationship Discovery. 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2013), Piscataway, United States: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Yang, M., Poon, J., Wang, S., Jiao, L., Poon, S., Cui, A., Chen, P., Sze, D., Xu, L. (2013). Application of Genetic Algorithm for Discovery of Core Effective Formulae in TCM Clinical Data. Computational and Mathematical Methods in Medicine, 2013, 1-16. [More Information]
  • Su, A., Poon, S., Poon, J. (2013). Discovering Causal Patterns in TCM Clinical Prescription Data Using Set-Theoretic Approach. 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2013), Piscataway, United States: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Kim, E., Chen, Y., Huang, J., Li, K., Razmovski-Naumovski, V., Poon, J., Chan, K., Roufogalis, B., McLachlan, A., Mo, S., Liu, Z., Li, G., et al (2013). Evidence-based toxicity evaluation and scheduling of Chinese herbal medicines. Journal of Ethnopharmacology, 146(1), 40-61. [More Information]
  • Cui, A., Poon, J., Poon, S., Fan, K., Chen, H., Gao, J., Kwan, P., Ling, Z. (2013). Parallel model of independent component analysis constrained by reference curves for HPLC-DAD and its solution by multi-areas genetic algorithm. 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM2013), Piscataway, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Petersen, H., Poon, J., Poon, S., Loy, C., Leeflang, M. (2013). Partially automated literature screening for systematic reviews by modelling non-relevant articles. Third Australasian Workshop on Artificial Intelligence in Health (AIH 2013) in conjuntion with the 26th Australasian Joint Conference on Artificial Intelligence (AI 2013), Dunedin, New Zealand: CEUR-WS.
  • Poon, S., Chan, J., Poon, J., Land, L. (2013). Patterned Interactions In Complex Systems: The Role Of Information Technology For Re-Shaping Organizational Structures. 21st European Conference on Information Systems ECIS 2013 - "Beyond Borders", Utrecht: European Conference on Information Systems.

2012

  • Poon, J., Yin, D., Poon, S., Zhang, R., Liu, B., Sze, D. (2012). Co-evolution of symptom-herb relationship. 2012 IEEE World Congress on Computational Intelligence (IEEE-WCCI 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Chen, H., Poon, J., Poon, S., Chan, K., Wong, K., Sze, D. (2012). Evaluation of Herbal Chromatographic Fingerprint Identification Systems. 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.

2011

  • Poon, S., Poon, J., McGrane, M., Zhou, X., Kwan, P., Zhang, R., Liu, B., Gao, J., Loy, C., Chan, K., Sze, D. (2011). A novel approach in discovering significant interactions from TCM patient prescription data. International Journal of Data Mining and Bioinformatics, 5(4), 353-368. [More Information]
  • Poon, S., Fan, K., Poon, J., Loy, C., Chan, K., Kuan, P., Zhou, X., Gao, J., Zhang, R., Wang, Y., et al (2011). Analysis of herbal formulation in TCM: Infertility as a case study. 11th IEEE International Conference on Bioinformatics and Bioengineering (BIBE 2011), Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Poon, J., Luo, Z., Zhang, R. (2011). Feature respresentation in the biclustering of symptom-herb relationship in Chinese medicine. Chinese Journal of Integrated Medicine, 17(9), 663-668. [More Information]

2010

  • McGrane, M., Poon, S., Poon, J., Chan, K., Loy, C., Zhou, X., Zhang, R., Liu, B., Kwan, P., Sze, D., et al (2010). Analysis of Synergistic and Antagonistic Effects of TCM: Cases on Diabetes and Insomnia. 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops BIBMW 2010, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Weng, C., Poon, J. (2010). CODE: A Data Complexity Framework for Imbalanced Datasets. In Theeramunkong, Nattee, Adeodato, Chawla, Christen, Lenca, Poon, Williams (Eds.), New Frontiers in Applied Data Mining: PAKDD 2009 International Workshops - Lecture Notes in Artificial Intelligence - LNAI Volume 5669, (pp. 16-27). Berlin Heidelberg: Springer.
  • Poon, S., Poon, J., Peters, G., Gupta, N., Land, L. (2010). Complementary organizational mechanisms: a case study on information technology business value. 18th European Conference on Information Systems, South Africa: University of Pretoria.
  • Theeramunkong, T., Nattee, C., Adeodato, P., Chawla, N., Christen, P., Lenca, P., Poon, J., Williams, G. (2010). New Frontiers in Applied Data Mining - PAKDD 2009 International Workshops. 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2009), Berlin Heidelberg: Springer.
  • Zhou, X., Poon, J., Kwan, P., Zhang, R., Wang, Y., Poon, S., Liu, B., Sze, D. (2010). Novel-Two-Stage Analytic Approach in Extraction of Strong Herb-Herb Interactions in TCM Clinical Treatment of Insomnia. 2nd International Conference on Medical Biometrics (ICMB 2010), Germany: Springer.
  • Poon, J., Poon, S., Yin, D., Chan, K., Loy, C., Zhou, X., Zhang, R., Liu, B., Kwan, P., Sze, D., et al (2010). Studying Herb-Herb Interaction for Insomnia through the theory of Complementarities. 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops BIBMW 2010, USA: (IEEE) Institute of Electrical and Electronics Engineers.

2009

  • Gao, J., Kwan, P., Poon, J., Poon, S. (2009). Proceedings of the Workshop Advances and Issues in Biomedical Data Mining (AIBDM'09). Thailand: Printing House of Thammasat University - Rangsit Campus.
  • Weng, C., Poon, J. (2009). Reference Point Transformation for Visualisation. 8th Australasian Data Mining Conference AusDM 2009, Australia: Australian Computer Society.
  • Petersen, H., Poon, J. (2009). Reworking Bridging for Use within the Image Domain. 13th International Conference on Computer Analysis of Images and Patterns CAIP 2009, Germany: Springer.

2008

  • Poon, J., Weng, C. (2008). A New Evaluation Measure for Imbalanced Datasets. The Seventh Australasian Data Mining Conference (AusDM 2008), Sydney NSW, Australia: Australian Computer Society.
  • Poon, S., Fan, G., Poon, J., Young, R. (2008). Analysis of structural change point in multivariate regression models: An application on IT productivity impact. 8th IEEE International Conference on Computer and Information Technology, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Land, L., Pang, V., Cheng, A., Chik, C., Poon, S., Poon, J., Attar, S. (2008). Explaining sustainability in healthcare - A preliminary study of an aged care organisation in Australia. Pacific Asia Conference on Information Systems (PACIS 2008), Hong Kong: Department of Information Systems, City University of Hong Kong.
  • Chan, J., Koprinska, I., Poon, J. (2008). Semi-supervised classification using bridging. International Journal on Artificial Intelligence Tools, 17(3), 415-431.

2007

  • Chan, J., Poon, J., Koprinska, I. (2007). Enhancing the Performance of Semi-Supervised Classification Algorithms with Bridging. The Twentieth International Florida Artificial Intelligence Research Society Conference, Menlo Park, California: AAAI Press.
  • Land, L., Poon, S., Poon, J. (2007). Guidelines and an Example of Applying ELeRS - A Framework for Scoping E-Learning Research in Healthcare. 18th Australasian Conference on Information Systems (ACIS 2007), Toowoomba, Australia: University of Southern Queensland.

2006

  • Weng, C., Poon, J. (2006). A Data Complexity Analysis on Imbalanced Datasets and an Alternative Imbalance Recovering Strategy. 2006 IEEE/WIC/ACM International Conference on Web Intelligence, Los Alamitos, CA USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Huang, X., Huang, Y., Wen, M., An, A., Liu, Y., Poon, J. (2006). Applying Data Mining to Pseudo-Relevance Feedback for High Performance Text Retrieval. 2006 IEEE International Conference on Data Mining (ICDM 2006), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Koprinska, I., Poon, J., Clark, J., Chan, J. (2006). Learning to classify e-mail. Information Sciences, Online Article, 1-21. [More Information]

2005

  • Weng, C., Poon, J. (2005). Cross Training and Under Sampling in Categorization of Company Announcements. Tenth Australasian Document Computing Symposium - ADCS 2005, Sydney, Australia: School of Information Technologies, University of Sydney.
  • Holden, S., Kay, J., Poon, J., Yacef-Cullum, K. (2005). Workflow-Based Personalised Document Delivery. International Journal on E-Learning, 4(1), 131-148.

2004

  • Buchholz, M., Pfluger, D., Poon, J. (2004). Application Of Machine Learning Techniques To The Re-Ranking Of Search Results. 27th Annual German Conference on AI, KI2004. Springer.
  • Chan, J., Koprinska, I., Poon, J. (2004). Co-Training On Textual Documents With A Single Natural Feature Set. The Ninth Australasian Document Computing Symposium (ADCS 2004), Victoria, Australia: Department of Computer Science and Software Engineering, University of Melbourne.
  • Chan, J., Koprinska, I., Poon, J. (2004). Co-Training With A Single Natural Feature Set Applied To Email Classification. 2004 IEEE/WIC ACM International Conference on Web Intelligence, Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers.

2003

  • Clark, J., Koprinska, I., Poon, J. (2003). A neural network based approach to automatee e-mail classification. 2003 IEEE/WIC Intenational Conference on Web Intelligence, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Koprinska, I., Trieu, F., Poon, J., Clark, J. (2003). E-mail classification by decision forests. Eighth Australasian Document Computing Symposium, Canberra: CSIRO ICT Centre.
  • Mak, H., Koprinska, I., Poon, J. (2003). INTIMATE: A web-based movie recommender using text categorization. 2003 IEEE/WIC Intenational Conference on Web Intelligence, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Clark, J., Koprinska, I., Poon, J. (2003). Linger - a smart personal assistant for e-mail classification. 2003 IEEE/WIC Intenational Conference on Web Intelligence, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Davis, J., Kummerfeld, R., Poon, J., Quigley, A., Saunders, G., Yacef-Cullum, K. (2003). Using workflow, user modeling and turoring strategies for just-in-time docuemtn delivery. Shaping the future of learning through intelligent Technologies, Amsterdam: IOS Press.
  • Davis, J., Kay, J., Kummerfeld, R., Poon, J., Quigley, A., Saunders, G., Yacef-Cullum, K. (2003). Workflow, user modeling and tutoring strategies for just-in-time document delivery. AIED 2003: Artificial Intelligence in Education, Sydney, AU: University of Sydney.

2002

  • Davis, J., Kay, J., Lin, X., Poon, J., Quigley, A., Saunders, G., Yacef-Cullum, K. (2002). Workflow based Just-in-time Training. ADCS '02 The Seventh Australasian Document Computing Symposium, Sydney, Australia: School of Information Technologies, University of Sydney.

2001

  • Poon, J., Prasher,, S. (2001). A Hybrid Approach to Support Interactive Data Mining. Genetic and Evolutionary Computation Conference, Australia: UNSW Australian Defence Force Academy.
  • Poon, J., Nunn,, C. (2001). Browsing the Web from a Speech-Based Interface. INTERACT 2001 Eighth IFIP Conference on Human-Computer Interaction, Australia: Ads & Adea.

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