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Deakin Research

Research Output for Honghua Dai

Note: The 2012, 2013, 2014 publications have not been audited.

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Publications

2014 School of Information Technology

Gan, Min and Dai, Honghua (2014) Detecting and monitoring abrupt emergences and submergences of episodes over data streams, Information systems, vol. 39, pp. 277-289, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 39628 – Scopus EID: 2-s2.0-84862118010
DRO entry for this publication

2013 School of Information Technology

Gan, Min and Dai, Honghua (2013) Quantitatively evaluating the effects of price promotions using data mining, in Pooley, Rob; Coady, Jennifer; Linger, Henry; Barry, Chris; Lang, Michael and Schneider, Christoph (eds), Information systems development : reflections, challenges and new directions, pp. 485-497, Springer, New York, N.Y. [B1]
DRO entry for this publication

2012 School of Information Technology

Dai, Honghua, Liu, James N. K.* and Smirov, Evgueni* (2012) Reliable knowledge discovery, in Dai, Honghua; Liu, James N. K. and Smirov, Evgueni (eds), Springer, New York, N.Y. [A7]
DRO entry for this publication

Dai, Honghua (2012) The impact of sample size and data quality to classification reliability, in Dai, Honghua; Liu, James N. K. and Smirnov, Evgueni (eds), Reliable knowledge discovery, pp. 219-226, Springer, New York, N. Y. [B1]
DRO entry for this publication

Dai, Honghua (2012) Reliable graph discovery, in Dai, Honghua; Liu, James N. K. and Smirnov, Evgueni (eds), Reliable knowledge discovery, pp. 93-107, Springer, New York, N. Y. [B1]
DRO entry for this publication

Gan, Min and Dai, Honghua (2012) Subsequence frequency measurement and its impact on knowledge discovery in single sequences, in Dai, Honghua; Liu, James N. K. and Smirnov, Evgueni (eds), Reliable knowledge discovery, pp. 239-255, Springer, New York, N. Y. [B1]
DRO entry for this publication

Nurunnabi, Abdul Awal Md.* and Dai, Honghua (2012) Robust-diagnostic regression : a prelude for inducing reliable knowledge from regression, in Dai, Honghua; Liu, James N. K. and Smirnov, Evgueni (eds), Reliable knowledge discovery, pp. 69-92, Springer, New York, N. Y. [B1]
DRO entry for this publication

Zhuang, Ling, Gan, Min and Dai, Honghua (2012) Improving reliability of unbalanced text mining by reducing performance bias, in Dai, Honghua; Liu, James N. K. and Smirnov, Evgueni (eds), Reliable knowledge discovery, pp. 259-268, Springer, New York, N. Y. [B1]
DRO entry for this publication

Gan, Min and Dai, Honghua (2012) An efficient one-pass method for discovering bases of recently frequent episodes over online data streams, International journal of innovative computing, information and control, vol. 8, no. 7A, pp. 4675-4690, ICIC International, Kumamoto, Japan [C1]
ERA journal ID: 3492 – Scopus EID: 2-s2.0-84862309146
Citation counts: Scopus - 1
DRO entry for this publication

Gan, Min and Dai, Honghua (2012) Mining condensed sets of frequent episodes with more accurate frequencies from complex sequences, International journal of innovative computing, information & control, vol. 8, no. 1(A), pp. 453-470, ICIC International, Kumamoto, Japan [C1]
ERA journal ID: 3492 – Scopus EID: Not tagged
DRO entry for this publication

Dai, Honghua, Keble-Johnston, Sarah and Gan, Min (2012) Reliable knowledge discovery with a minimal causal model inducer, in Vreeken, Jilles; Ling, Charles; Zaki, Mohammed J.; Siebes, Arno; Xu, Yu Jeffrey; Goethals, Bart; Webb, Geoff and Wu, Xindong (eds), ICDMW 2012 : Proceedings of the 12th IEEE International Conference on Data Mining Workshops, pp. 629-634, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Dai, Honghua, Liu, James* and Smirnov, Evgueni* (2012) Preface : Fourth workshop on reliability issues in knowledge discovery, in Dai, Honghua; Liu, James and Smirnov, Evgueni (eds), ICDMW 2012 : Proceedings of the 12th IEEE International Conference on Data Mining Workshops, pp. xlvii-xlviii, IEEE, Piscataway, N.J. [EN]
DRO entry for this publication

2011 School of Information Technology

Gan, Min and Dai, Honghua (2011) Fast mining of non-derivable episode rules in complex sequences, in Torra, Vicenç; Narukawa, Yasuo; Yin, Jianping and Long, Jun (eds), Modeling decisions for artificial intelligence, pp. 67-78, Springer, Berlin, Germany [B1]
DRO entry for this publication

Gan, Min and Dai, Honghua (2011) Obtaining accurate frequencies of sequential patterns over a single sequence, ICIC express letters, vol. 5, no. 4 B, pp. 1461-1466, ICIC International, Kumamoto, Japan [C1]
ERA journal ID: Not matching ERA journal list
Citation counts: Scopus - 3
DRO entry for this publication

Gan, Min and Dai, Honghua (2011) Quantitatively evaluating the effects of price promotions using data mining, in Pooley, R. J.; Coady, J.; Linger, H.; Barry, C.; Lang, M. and Schneider, C. (eds), ISD 2011 : Information Systems Development : Reflections, Challenges and New Directions, p. 1, Springer, Amsterdam, The Netherlands [E2.1]
DRO entry for this publication

2010 School of Information Technology

Gan, Min and Dai, Honghua (2010) A study on the accuracy of frequency measures and its impact on knowledge discovery in single sequences, in Fan, Wei; Hsu, Wynne; Webb, Geoffrey I.; Liu, Bing; Zhang, Chengqi; Gunopulos, Dimitrios and Wu, Xindong (eds), ICDMW 2010 : Proceedings of 10th IEEE International Conference on Data Mining Workshops, pp. 859-866, IEEE Computer Society, Sydney, NSW [E1]
DRO entry for this publication

2008 School of Engineering and Information Technology

Hang, X. and Dai, Honghua (2008) Immunology-based subspace detectors for anomaly detection, in Chan, Man-Chung; Cheung, Ronnie and Liu, James N.K. (eds), Challenges in information technology management, pp. 204-212, World Scientific, New Jersey [B1]
DRO entry for this publication

Dai, Honghua (2008) A case study on classification reliability, in Bonchi, Francesco; Berendt, Bettina; Giannotti, Fosca; Gunopulos, Dimitrios; Turini, Franco; Zaniolo, Carlo; Ramakrishnan, Naren and Wu, Xindong (eds), ICDM Workshops 2008 : Proceedings of IEEE International Conference on Data Mining Workshops, pp. 69-73, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

2006 School of Engineering and Information Technology

Geng, Xin, Li, Gang, Ye, Yangdong*, Tu, Yiqing and Dai, Honghua (2006) Abnormal behavior detection for early warning of terrorist attack, Lecture notes in computer science, vol. 4304, pp. 1002-1009, Springer-Verlag, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: Not tagged
DRO entry for this publication

Geng, Xin, Zhou, Zhi-Hua* and Dai, Honghua (2006) Uncontrolled face recognition by individual stable neural network, Lecture notes in computer science, vol. 4099, pp. 553-562, Springer-Verlag, Berlin , Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33749567464
Citation counts: Scopus - 1
DRO entry for this publication

Tu, Y., Li, Gang and Dai, Honghua (2006) Integrating local one-class classifiers for image retrieval, Lecture notes in computer science, vol. 4093, pp. 213-222, Springer Berlin, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33749387637
DRO entry for this publication

Zhuang, Ling and Dai, Honghua (2006) Parameter optimization of kernel-based one-class classifier on imbalance learning, Journal of computers, vol. 1, no. 7, pp. 32-40, Academy Publisher, Oulu, Finland [C1]
ERA journal ID: 42119 – Scopus EID: Not tagged
DRO entry for this publication

Zhuang, Ling and Dai, Honghua (2006) Parameter estimation of one-class SVM on imbalance text classification, Lecture notes in computer science, vol. 4013, pp. 538-549, Springer-Verlag, Heidelberg, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33746059008
Citation counts: Scopus - 5
DRO entry for this publication

Dai, Honghua (2006) A study on reliability in graph discovery, in Clifton, Christopher Wade (eds), Sixth International Conference on Data Mining ICDM 2006 : proceedings : 18-22 December, 2006, Hong Kong, pp. 775-779, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

Geng, Xin, Zhou, Zhi-Hua*, Zhang, Yu*, Li, Gang and Dai, Honghua (2006) Learning from facial aging patterns for automatic age estimation, in Nahrstedt, Klara and Turk, Matthew (eds), ACM 2006 : multimedia & co-located workshops, pp. 307-316, Association for Computing Machinery, New York, N.Y. [E1]
DRO entry for this publication

Zhuang, Ling and Dai, Honghua (2006) Reducing performance bias for unbalanced text mining, in Tsumoto, Shusaku; Clifton, Christopher W.; Zhong, Ning; Wu, Xindong; Liu, Jiming; Wah, Benjamin W. and Cheung, Yiu-Ming (eds), ICDM Workshops 2006 proceedings : 18 December, 2006, Hong Kong, China, pp. 770-774, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

2005 School of Information Technology

Hang, Xiaoshu, Liu, James N.K.*, Ren, Yu* and Dai, Honghua (2005) An incremental FP-growth web content mining and its application in preference identification, Lecture notes in computer science, vol. 3683, pp. 121-127, Springer-Verlag, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33745317210
DRO entry for this publication

Jiang, Yuan*, Ling, Jin-Jiang*, Li, Gang, Dai, Honghua and Zhou, Zhi-Hua* (2005) Dependency bagging, Lecture notes in computer science, vol. 3641, pp. 491-500, Springer-Verlag, Heidelberg, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33645985813
Citation counts: Scopus - 2
DRO entry for this publication

Li, Gang and Dai, Honghua (2005) Study of ensemble strategies in discovering linear casual models, Lecture notes in computer science, vol. 3614/2005, pp. 368-377, Springer-Verlag, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-26944466385
DRO entry for this publication

Liu, James N.K.*, Dai, Honghua and Zhou, Lina* (2005) Intelligent financial news digest system, Lecture notes in computer science, vol. 3683, pp. 112-120, Springer Berlin, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33745324773
Citation counts: Scopus - 1
DRO entry for this publication

Tu, Yiqing, Li, Gang and Dai, Honghua (2005) Evolving insight into high-dimensional data, Lecture notes in computer science, vol. 3644, pp. 465-474, Springer-Verlag, Heidelberg, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-27144484921
DRO entry for this publication

Ye, Yangdong*, Zhang, Zundong*, Dai, Honghua and Jia, Limin* (2005) A study of train group operation multi-agent model oriented RITS, Lecture notes in computer science, vol. 3681, pp. 707-713, Springer-Verlag, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33745326976
DRO entry for this publication

Zhuang, Ling, Dai, Honghua and Hang, Xiaosha (2005) A novel field learning algorithm for dual imbalance text classification, Lecture notes in computer science, vol. 3614, pp. 39-48, Springer-Verlag, Berlin , Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-33749057780
DRO entry for this publication

Dai, Honghua (2005) Software warehouse, in Wang, John (eds), Encyclopedia of data warehousing and mining, pp. 1033-1036, Idea, Hershey Pa. [D2]
DRO entry for this publication

Dai, Honghua (2005) Inexact field learning approach for data mining, in Wang, John (eds), Encyclopedia of data warehousing and mining, pp. 611-614, Idea, Hershey Pa. [D2]
DRO entry for this publication

Hang, Xiaoshu and Dai, Honghua (2005) Applying both positive and negative selection to supervised learning for anomaly detection, in Beyer, Hans-Georg and O'Reilly, U. (eds), GECCO 2005 : Genetic and Evolutionary Computation Conference, June 25-29, 2005 (Saturday-Wednesday) Washington, D.C., USA, pp. 345-352, Association for Computing Machinery, New York, N.Y. [E1]
DRO entry for this publication

2004 School of Information Technology

Dai, Honghua, Dai, Wei* and Li, Gang (2004) Software warehouse: its design management and application, International journal of software engineering and knowledge engineering, vol. 14, no. 4, pp. 395-406, World Scientific Publishing, Singapore [C1]
ERA journal ID: 17960 – Scopus EID: 2-s2.0-4644343547
Citation counts: Scopus - 3
DRO entry for this publication

Dai, Honghua, Li, Gang and Zhou, Zhi-Hua* (2004) Ensembling MML causal discovery, Lecture notes in computer science, vol. 3056, pp. 260-271, Springer-Verlag, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-7444243998
Citation counts: Scopus - 4
DRO entry for this publication

Hang, Xiaoshu and Dai, Honghua (2004) An extended negative selection algorithm for anomaly detection, Lecture notes in computer science, vol. 3056, pp. 245-254, Springer-Verlag, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-7444232734
DRO entry for this publication

Hang, Xiaoshu and Dai, Honghua (2004) Constructing detectors in schema complementary space for anomaly detection, Lecture notes in computer science, vol. 3102/2004, pp. 275-286, Springer-Verlag, Berlin , Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-34547523883
DRO entry for this publication

Hang, Xiaoshu and Dai, Honghua (2004) Combining extension matrix and integer programming for optimal concept learning, Lecture notes in computer science, vol. 3157/2004, pp. 352-360, Springer-Verlag, Berlin , Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-22944467826
DRO entry for this publication

Li, Gang, Dai, Honghua and Tu, Yiqing (2004) Identifying markov blankets using lasso estimation, Lecture notes in computer science, vol. 3056, no. 2004, pp. 308-318, Springer Berlin, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-7444247513
DRO entry for this publication

Li, Gang, Dai, Honghua, Tu, Yiqing and Kurt, Tarkan (2004) Accelerating linear causal model discovery using hoeffding bounds, Lecture notes in computer science, vol. 3157, pp. 201-210, Springer-Verlag, Berlin, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-22944442595
DRO entry for this publication

Li, Gang and Dai, Honghua (2004) What will affect software reuse: a causal model analysis, International journal of software engineering and knowledge engineering, vol. 14, no. 3, pp. 351-364, World Scientific Publishing, Singapore [C1]
ERA journal ID: 17960 – Scopus EID: 2-s2.0-4043111406
Citation counts: Scopus - 1
DRO entry for this publication

Nasierding, Gulisong, Xiang, Yang and Dai, Honghua (2004) Towards extended machine translation model for next generation world wide web, Lecture notes in computer science, vol. LNCS 3251, pp. 1017-1020, Springer-Verlag, Berlin , Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-35048890729
DRO entry for this publication

Zhou, Zhi-Hua*, Wei, Dan*, Li, Gang and Dai, Honghua (2004) On the size of training set and the benefit from ensemble, Lecture notes in computer science, vol. 3056, pp. 298-307, Springer-Verlag, Heidelberg, Germany [C1]
ERA journal ID: 123605 – Scopus EID: 2-s2.0-7444265453
DRO entry for this publication

Dai, Honghua and Webb, Geoff* (2004) Guest editors' introduction, International journal of software engineering and knowlegde engineering, vol. 14, no. 4, pp. 365-368, World Scientific Publishing Co., Singapore [C2]
ERA journal ID: 17960 – Scopus EID: Not tagged
DRO entry for this publication

Hang, Xiaoshu and Dai, Honghua (2004) An immune network approach for web document clustering, in Zhong, Ning; Tirri, Henry; Yao, Yiyu; Zhou, Lizhu; Liu, Jiming and Cercone, Nick (eds), IEEE/WIC International Conference on Web Intelligence (WI 2004) : Beijing, China, September 20-24, 2004 : proceedings, pp. 278-284, IEEE Xplore, Piscataway, N.J. [E1]
DRO entry for this publication

Li, Gang and Dai, Honghua (2004) The discovery of generalized causal models with mixed variables using MML criterion, in Berry, Michael; Dayal, Umeshwar; Kamath, Chandrika and Skillicorn, David (eds), Proceedings of the Fourth SIAM International Conference on Data Mining, pp. 487-491, Society for Industrial and Applied Mathematics, Philadelphia, Pa. [E1]
DRO entry for this publication

Zhuang, Ling and Dai, Honghua (2004) A maximal frequent itemset approach for web document clustering, in Wei, Daming; Wang, Hui; Peng, Zhiyong; Kara, Atsushi and He, Yanxiang (eds), Fourth International Conference on Computer and Information Technology : proceedings : September 14-16, 2004, Wuhan, China, pp. 970-977, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

Dai, H., Liu, J.*, Nasierding, G., Zhuang, L. and Ye, Y. (2004) Software warehouse and software mining : towards the next generation software engineering, in Dai, Honghua; Srikant, Ramakrishnan and Zhang, Chengqi (eds), Advances in knowledge discovery and data mining : 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004 : proceedings, Springer, Berlin, Germany [E2]
DRO entry for this publication

Dai, Honghua (2004) Software warehouse and software mining : the impact of data mining to software engineering, in Shi , Zhongzhi and He, Qing (eds), Intelligent Information Processing II IFIP TC12/WG 12.3. International Conference on Intelligent Information Processing; 2004, pp. xxiv-xxv, Springer, New York [E3]
DRO entry for this publication

Dai, Honghua, Srikant, Ramakrishnan* and Zhang, Chengqi* (2004) PAKDD 2004 : Advances in knowledge discovery and data mining : 8th Pacific-Asia conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004 : proceedings, in Dai, Honghua; Srikant, Ramakrishnan and Zhang, Chengqi (eds), Springer, Berlin, Germany [E4]
DRO entry for this publication

2003 School of Information Technology

Yao, Min*, Yi, Wen-sheng*, Shen, Bin* and Dai, Honghua (2003) An image retrieval system based on fractal dimension, Journal of Zhejiang University science, vol. 4, no. 4, pp. 421-425, Zhejiang University Press, Hangzhou, China [C1]
ERA journal ID: 3438 – Scopus EID: 2-s2.0-0344685470
Citation counts: Scopus - 4
DRO entry for this publication

Dai, Honghua (2003) Software warehouse and software mining : the impact of data mining to software engineering, in Sompong Dhompongsa; Nipon Theera-Umpon and Sansanee Auephanwiriyakul (eds), InTech'03 : Proceedings of the Fourth International Conference on Intelligent Technologies 2003, Chiang Mai University, Institute for Science and Technology Research and Development, Chiang Mai, Thailand [E1]
DRO entry for this publication

Dai, Honghua, Li, Gang and Zhuang, L. (2003) An examination on the performance of MML causal induction, in Dhompongsa, Sompong; Theera-Umpon, Nipon and Auephanwiriyakul, Sananee (eds), InTech'03 : Proceedings of the Fourth International Conference on Intelligent Technologies, pp. 651-657, Chiang Mai University, Institute for Science and Technology Research and Development, Chiang Mai, Thailand [E1]
DRO entry for this publication

Dai, Honghua and Dai, Wei* (2003) Software warehouse and its management strategies, in Debenham, John and Zhang, Kang (eds), SEKE 2003 : the 15th International Conference on Software Engineering & Knowledge Engineering : proceedings, technical program, pp. 685-690, Knowledge Systems Institute, Skokie, Ill. [E1]
DRO entry for this publication

Hang, Xiaoshu and Dai, Honghua (2003) An optimal strategy for extracting probabilistic rules by combining rough sets and genetic algorithm, in Grieser, Gunter; Tanaka, Yuzuru and Yamamoto, Akihiro (eds), Discovery science : 6th international conference, DS 2003, Sapporo, Japan, October 17-19, 2003 : proceedings, pp. 153-165, Springer Berlin, Berlin, Germany [E1]
Citation counts: Scopus - 1
DRO entry for this publication

Hang, X., Dai, Honghua and Lanham, E. (2003) Mining sequential causal patterns with user-specified skeletons in multi-sequence of event data, in Abraham, Ajith and; Koppen, Mario and Franke, Katrin (eds), Design and Application of Hybrid Intelligent Systems., pp. 702-711, IOS Press, Amsterdam, Netherlands [E1]
DRO entry for this publication

Hang, X., Dai, Honghua and Zhang, Y.* (2003) An incremental FP-growth approach for web-content based dynamic data mining, in Arabnia, Hamid R. (eds), Proceedings of the International Conference on Artificial Intelligence. IC-AI'03, pp. 101-107, CSREA Press, Las Vegas, Nev. [E1]
DRO entry for this publication

Hang, X., Dai, H. and Zhang, Y.* (2003) An web content based data mining for car consumption in China, in Smari, Waleed W. and Memon, Atif M. (eds), Proceedings of the 2003 IEEE International Conference on Information Reuse and Integration (IRI-2003) : October 27-29, 2003, the Luxor Hotel and Resort, Las Vegas, NV, USA, pp. 235-242, IEEE Systems, Man, and Cybernetics Society, Piscataway, N.J. [E1]
DRO entry for this publication

Li, Gang, Dai, Honghua and Tu, Y. (2003) Discovering linear causal model from incomplete data, in Dhompongsa, Sompong (eds), InTech'03 : Proceedings of the Fourth International Conference on Intelligent Technologies 2003, pp. 1-11, Chiang Mai University, Institute for Science and Technology Research and Development, Chiang Mai, Thailand [E1]
DRO entry for this publication

Tu, Yiqing, Li, Gang and Dai, Honghua (2003) Ensemble parameter estimation for graphical models, in Dhompongsa, Sompong (eds), InTech'03 : Proceedings of the Fourth International Conference on Intelligent Technologies 2003, pp. 1-11, Chiang Mai University, Institute for Science and Technology Research and Development, Chiang Mai, Thailand [E1]
DRO entry for this publication

Webb, Geoffrey* and Dai, Honghua (2003) SEKE 2003 : the 15th International Conference on Software Engineering & Knowledge Engineering : proceedings, technical program, July 1-3, 2003, San Francisco, California, USA, in Webb, Geoffrey and Dai, Honghua (eds), Knowledge Systems Instittute, Skokie, Ill. [E4]
DRO entry for this publication

2002 School of Information Technology

Dai, Honghua, Zhuang, L., Wang, Z. and Yao, M.* (2002) A rough set based noise and missing value tolerant learning approach, in Nguyen Hoang Phoung; Nguyen, H. and Santiprabhob, P. (eds), Proceedings of the Third International Conference on Intelligent Technologies and Third Vietnam-Japan Symposium on Fuzzy Systems and Applications : InTech/VJFuzzy'2002 ; Hanoi, Vietnam, December 3 - 5, 2002, pp. 210-218, Science and Technics Publishing House, Hanoi, Vietnam [E1]
DRO entry for this publication

Dai, H., Li, Gang and Tu, Yiqing (2002) An empirical study of encoding schemes and search strategies in discovering causal networks, in Elomaa, Tapio; Mannila, H. and Toivonen, H. (eds), Machine Learning: ECML 2002: Proceedings of the 13th European Conference on Machine Learning, pp. 48-59, Springer Berlin, Berlin, Germany [E1]
DRO entry for this publication

Dai, Honghua and Li, Gang (2002) An improved approach for the discovery of causal models via MML, in Chen, Ming-Syan; Yu, Philip S. and Liu, Bing (eds), Advances in knowledge discovery and data mining : 6th Pacific-Asia conference, PAKDD 2002, Taipei, Taiwan, May 6-8, 2002 : proceedings, pp. 304-315, Springer Berlin, Berlin, Germany [E1]
DRO entry for this publication

Li, Gang, Dai, Honghua and Tu, Yiqing (2002) Linear causal model discovery using the MML criterion, in Kumar, Vipin; Tsumoto, S.; Zhong, N.; Yu, P. and Wu, X. (eds), Proceedings of the 2002 IEEE International Conference on Data Mining, pp. 274-281, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

Tu, Y., Zhuang, L., Li, Gang and Dai, Honghua (2002) A Java applet for causal discovery, in Hoang Phuong, Nguyen; Nguyen, H. and Santiprabhob, P. (eds), Proceedings of the Third International Conference on Intelligent Technologies and Third Vietnam-Japan Symposium on Fuzzy Systems and Applications : InTech/VJFuzzy'2002 ; Hanoi, Vietnam, December 3 - 5, 2002, pp. 262-266, Science and Technics Publishing House, Hanoi, Vietnam [E1]
DRO entry for this publication

Wang, Z., Zhou, P.* and Dai, Honghua (2002) A heuristic objects reduction algorithm based on the tolerance relation matrix, in Yunsheng, Liu (eds), Proceedings of International Symposium on Future Software Technology ISFST' 2002, pp. 388-393, ISFST, Wuhan, China [E1]
DRO entry for this publication

2001 School of Information Technology

Dai, Honghua, Hang, X.* and Li, Gang (2001) Inexact field learning: an approach to induce high quality rules from low quality data, in Cercone, N.; Lin, T.Y. and Wu, X. (eds), Proceedings : 2001 IEEE International Conference on Data Mining, 29 November--2 December 2001, San Jose, California, pp. 586-588, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

Dai, Honghua and Hang, X.* (2001) A rough set theory based optimal attribute reduction using genetic algorithm, in Mohammadian, Masoud (eds), International Conference on Computational Intelligence for Modelling, Control & Automation, pp. 140-148, International Conference on Computational Intelligence for Modelling, Las Vegas, Nev. [E1]
DRO entry for this publication

Hang, Xiaoshu* and Dai, Honghua (2001) Rough computation of extension matrix for learning from examples, in Mohammadian, Masoud (eds), Proceedings of the International Conference on Computational Intelligence for Modelling, Control & Automation, pp. 161-171, University of Canberra, Canberra, A.C.T. [E1]
DRO entry for this publication

Li, Gang, Tong, F.* and Dai, Honghua (2001) Evolutionary structure learning algorithm for Bayesian network and penalized mutual information metric, in Cercone, Nick; Lin, T.Y. and Wu, Xindong (eds), Proceedings : 2001 IEEE International Conference on Data Mining, 29 November--2 December 2001, San Jose, California, pp. 615-616, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

Wang, Zhihai, Webb, Geoffrey and Dai, Honghua (2001) The implementation of lazy Bayesian rule in Weka system, in Baik, Dookwon; Shen, Beijun and Nakano, Hideo (eds), ISFST 2001 : Proceedings of the International Symposium on Future Software Technology, pp. 204-208, International Symposium on Future Software Technology, ZhengZhou City, China [E1]
DRO entry for this publication

2000 School of Information Technology

Dai, H. (2000) Software Quality Evaluation in Data Mining, in Y.Feng, D.Notkin, M.Gaudel (eds), 16th World Computer Congress 2000: Proceedings of Conference on Software: Theory and Practice, pp. 333-340, Publishing House of Electronics Industry, China [E1]
no DRO entry yet for this publication

Dai, H. and Wang, J. (2000) WWW MINING AND INTELLIGENT INTERNET DECISION AID, in M. Hamza (ed.), International Conference on Modelling and Simulation, IASTED, Canada [E1]
no DRO entry yet for this publication

Dai, H. and Wang, J. (2000) Mining of Knowledge With Uncertainty, in X.Shen - Chair (ed.), The Pacific-Asia International Conference on Microcomputer Application, pp. 173-177, Publishing House of University of Science and Technology of China, China [L2]
no DRO entry yet for this publication

Dai, H., Wang, J. and Wang, J. (2000) Internet Data Mining and WWW Decision Support Systems , in X.Shen - Chair (ed.), The Pacific-Asia International Conference on Microcomputer Application, pp. 168-172, Publishing House of University of Science and Technology of China, China [L2]
no DRO entry yet for this publication

Wang, J., Dai, H. and Wang, J. (2000) DFA Driven Vectorization & Recognition in Engineering Draft, in X.Shen - chair (ed.), The Pacific-Asia International Conference on Microcomputer Application, pp. 120-127, Publishing House of University of Science & Technology of China, China [L2]
no DRO entry yet for this publication

1999 School of Information Technology

Dai, H. (1999) A minimal causal model learner, in Ning Zhong and Lizhu Zhou (eds), Methodologies for Knowledge Discovery and Data Mining 3rd Pacific-Asia Conference, PAKDD-99, pp. 400-408, Springer, China [E1]
no DRO entry yet for this publication

1999 External

Dai, H.* (1999) Extended predicate logic and its application in designing MKL language, Informatica: An international Journal of Computing and Informatics, vol. 0, no. 0, pp. 289-299, The Slovene Society Informatika, Slovenia [CN]
ERA journal ID: 32024 – Scopus EID: Not tagged
no DRO entry yet for this publication

Grants and Consultancies

All years

Research Income - National Competitive Grants

Dai, H. An Empirical Study of the Real World Applications of Automatic Causal Discovery, DEST/ISL Grant - Australian-China Special Fund for Science and Tech Cooperation [T]

  • 2010: $-11,955
  • 2007: $42,000

Research Income - Industry and Other Funding

Dai, H. Target oriented World Wide Web data application [V]

  • 2012: $0

Higher Degree by Research Completions supervised by Honghua Dai

2012

Min Gan
Doctor of Philosophy, Thesis entitled: Highly Efficient Serial Episode Discovery in Streams and Complex Sequences. School of Information Technology

2010

Yiqing Tu
Doctor of Philosophy, Thesis entitled: Efficient Dimensionality Reduction and One-class Classification for Content-based Image Retrieval.
School of Information Technology Requires an Internet connection

2007

Ling Zhuang
Doctor of Philosophy, Thesis entitled: Reducing Performance Bias by Intrinsically Insensitive Learning for Unbalanced Text Mining. School of Engineering and Information Technology

2006

Xiaoshu Hang
Doctor of Philosophy, Thesis entitled: Computational Immunology for Anomaly Detection. School of Engineering and Information Technology

James Pearce
Doctor of Technology, Thesis entitled: A Paradigmatic Approach to Managing Complexity in Knowledge-driven Marketing. School of Engineering and Information Technology

2005

Gang Li
Doctor of Philosophy, Thesis entitled: Encoding, Ensemble and Acceleration Strategies for Linear Causal Model Discovery.
School of Information Technology Requires an Internet connection

Legend:
* Not a member of Deakin University at time of output.

DRO to publications collection last synchronised: Tuesday 15th April 2014 10:04pm

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23rd July 2011