University of Technology, Sydney

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Dr Zhenxing Qin

Core Member, Centre for Quantum Computation and Intelligent Systems

Doctor pf Philosophy

Email: Zhenxing.Qin@uts.edu.au
Phone: +61 2 9514 1804
Fax: +61 2 9514 4517
Room: CB10.03.343 (map)
Mailing address: PO Box 123, Broadway NSW 2007, Australia

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Publications

Journal Articles

Wang, T., Qin, Z., Zhang, S. & Zhang, C. 2012, 'Cost-sensitive Classification with Deficient Labeled Data', Information Systems, vol. 37, no. 5, pp. 508-516.
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Qin, Z., Su, G., Zhang, J., Ouyang, Y., Yu, Q. & Li, J. 2010, 'Identification Of Important Factors For Water Vapor Flux And Co2 Exchange In A Cropland', Ecological Modelling, vol. 221, no. 4, pp. 575-581.
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Wang, T., Qin, Z., Jin, Z. & Zhang, S. 2010, 'Handling over-fitting in test cost-sensitive decision tree learning by feature selection, smoothing and pruning', Journal of Systems and Software, vol. 83, no. 7, pp. 1137-1147.
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Huang, Q., Qin, Z., Zhang, S. & Chow, C.M. 2008, 'Clinical Patterns of Obstructive Sleep Apnea and Its Comorbid Conditions: A Data Mining Approach', The Journal of Clinical Sleep Medicine, vol. 4, no. 6, pp. 543-550.
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Qin, Z., Zhang, C., Xie, X. & Zhang, S. 2005, 'Dynamic test-sensitive decision trees with multiple cost scales', Fuzzy Systems And Knowledge Discovery, Pt 1, Proceedings, vol. 3613, pp. 402-405.
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Zhang, C., Qin, Z. & Yan, X. 2005, 'Association-based Segmentation for Chinese-crossed Query Expansion', The IEEE Intelligent Informatics Bulletin, vol. 5, no. 1, pp. 18-25.
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Zhang, S., Qin, Z., Ling, C.X. & Sheng, S. 2005, 'Missing is useful: Missing values in cost-sensitive decision trees', IEEE Transactions On Knowledge And Data Engineering, vol. 17, no. 12, pp. 1689-1693.
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Conference Papers

Qin, Z., Wang, T. & Zhang, S. 2010, 'Incorporating medical history to cost sensitive classification with lazy learning strategy', International Conference on Progress in Informatics and Computing, Shanghai, China, December 2010 in Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010, ed NA, IEEE, United States, pp. 19-23.
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Qin, Z., Zhang, C., Wang, T. & Zhang, S. 2010, 'Cost Sensitive Classification in Data Mining', International Conference on Advanced Data Mining and Applications, Chongqing, China, November 2010 in Advanced Data Mining and Applications - 6th International Conference, ADMA 2010, ed Longbing, Cao; Yong, Feng; Jiang,Zhong;, Springer-Verlag, Berlin, pp. 1-11.
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Qin, Z., Zhang, S., Liu, L. & Wang, T. 2008, 'Cost-sensitive Semi-supervised Classification using CS-EM', IEEE International Conference on Computer and Information Technology, Sydney, Australia, July 2008 in Proceedings of 2008 IEEE 8th International Conference on Computer and Information Technology, ed Qiang Wu; Xiangjian He; Quang Vinh Nguyen; Wenjing Jia; Maolin Huang, IEEE Computer Society, Los Alamitos, USA, pp. 131-136.
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Qin, Z., Zhang, S. & Zhang, C. 2006, 'Missing or absent? A question in Cost-sensitive Decision Tree', IEEE ACtive Media Technology, Brisbane, Australia, June 2006 in Advances in intelligent IT, ed Li, Y; Looi, M; Zhong, N, IOS Press, Amsterdam, Netherlands, pp. 118-126.
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Yang, Y., Yang, Q., Lu, W., Pan, J., Pan, R., Lu, C., Li, L. & Qin, Z. 2005, 'Preprocessing Time Series Data for Classification with Application to CRM', Australasian Joint Conference on Artificial Intelligence, Sydney, Australia, December 2005 in AI 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence Proceedings, ed Zhang, S; Jarvis, R, Springer, Sydney, Australia, pp. 133-142.
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Qin, Z., Zhang, S. & Zhang, C. 2004, 'Cost-Sensitive Decision Trees with Multiple Cost Scales', Australasian Joint Conference on Artificial Intelligence, Cairns, Australia, December 2004 in AI 2004: Advances in Artificial Intelligence, 17th Australian Joint Conference on Artificial Intelligence Cairns, Australia, December 2004 Proceedings, ed Webb, I; Xinhuo, Y., Springer, Berlin, Germany, pp. 380-390.
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Qin, Z., Liu, L. & Zhang, S. 2004, 'Mining Term Association Rules for Heuristic Query Construction', Pacific-Asia Conference on Knowledge Discovery and Data Mining, Sydney, Australia, May 2004 in Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, ed Honghua, D; Ramakrishnan, S; Zhang, C., Springer, Berlin, Germany, pp. 145-154.
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