Article

Xu, Guandong, Wu, Zhiang, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Cao, Jie (2015) Social networking meets recommender systems: survey. International Journal of Social Network Mining, 2 (1). 64 - 100. ISSN 1757-8485

Wu, Zongda, Xu, Guandong, Lu, ChengLang, Chen, Enhong, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Zhang, Hong (2013) Position-wise contextual advertising: Placing relevant ads at appropriate positions of a web page. Neurocomputing, 120. 524 - 535. ISSN 0925-2312

Durao, Frederico, Bayyapu, Karunakar, Xu, Guandong, Dolog, Peter and Lage, Ricardo (2012) Expanding user's query with tag-neighbors for effective medical information retrieval. Multimedia Tools and Applications. pp. 1-25. ISSN 1380-7501 (print) 1380-7501 (online)

Wu, ZongDa, Xu, Guandong, Yu, Zong, Yi, Xun, Cheng, EnHong and Zhang, Yanchun (2012) Executing SQL queries over encrypted character strings in the Database-As-Service model. Knowledge-Based Systems, 35. pp. 332-348. ISSN 0950-7051 (print) 1872-7409 (on-line)

Li, Lin, Zhong, Luo, Xu, Guandong and Kitsuregawa, Masaru (2012) A feature-free search query classification approach using semantic distance. Expert Systems with Applications, 39 (12). pp. 10739-10748. ISSN 0957-4174

Li, Lin, Xu, Guandong, Yang, Zhenglu, Dolog, Peter, Zhang, Yanchun and Kitsuregawa, Masaru (2012) An efficient approach to suggesting topically related web queries using hidden topic model. World Wide Web. pp. 1-25. ISSN 1386-145X (print) 1573-1413 (online)

Wu, ZongDa, Xu, Guandong, Zhang, Yanchun, Dolog, Peter and Lu, ChengLang (2012) An Improved Contextual Advertising Matching Approach based on Wikipedia Knowledge. The Computer Journal, 55 (3). pp. 277-292. ISSN 0010-4620 (print) 1460-2067 (online)

Xu, Guandong, Li, Lin, Zhang, Yanchun, Yi, Xun and Kitsuregawa, Masaru (2011) Modeling user hidden navigational behavior for web recommendation. Web Intelligence and Agent Systems, 9 (3). pp. 239-255. ISSN 1570-1263

Wu, Zongda, Xu, Guandong, Zhang, Yanchun, Cao, Zhongsheng and Li, Guiling (2011) GMQL: A graphical multimedia query language. Knowledge-Based Systems, 26. pp. 135-143. ISSN 0950-7051

Zong, Yu, Xu, Guandong, Zhang, Yanchun and Li, Mingchu (2011) Node priority guided clustering algorithm. Control and Decision, 26 (1). pp. 879-887. ISSN 1001-0920

Zong, Yu, Xu, Guandong, Jin, Ping, Zhang, Yanchun and Chen, Enhong (2011) HC_AB: A new heuristic clustering algorithm based on Approximate Backbone. Information Processing Letters, 111 (17). pp. 857-863. ISSN 0020-0190

Li, Lin, Xu, Guandong, Zhang, Yanchun and Kiesuregawa, Masaru (2011) Random walk based rank aggregation to improving web search. Knowledge based systems, 24 (7). pp. 943-951. ISSN 0950-7051

Zong, Yu, Li, Mingchu, Xu, Guandong and Zhang, Yanchun (2010) High dimensional clustering algorithm based on Local Significant Units. Journal of Electronics and Information Technology, 32 (11). pp. 2707-2712. ISSN 1009-5896

Zong, Yu, Xu, Guandong, Zhang, Yanchun, Jiang, He and Li, Mingchu (2010) A robust iterative refinement clustering algorithm with smoothing search space. Knowledge-Based Systems, 23 (5). pp. 389-396. ISSN 0950-7051

Thongkam, Jaree, Xu, Guandong, Zhang, Yanchun and Huang, Fuchun (2009) Toward Breast Cancer Survivablility Prediction Models Through Improving Training Space. Expert Systems with Applications, 36 (10). pp. 12200-12209. ISSN 0957-4174

Zhang, Yanchun and Xu, Guandong (2009) On web communities mining and recommendation. Concurrency and Computation: Practice and Experience, 21 (5). pp. 561-582. ISSN 1532-0626

Thongkam, Jaree, Xu, Guandong and Zhang, Yanchun (2008) An analysis of data selection methods on classifier accuracy measure. Khon Kaen University, 35 (1). pp. 1-13. ISSN 0125-8275

Liu, Wenbin, Gao, Lin, Zhang, Qiang, Xu, Guandong, Zhu, Xiangou, Liu, Xiangrong and Xu, Jin (2005) A Random Walk DNA Algorithm for the 3-SAT Problem. Current Nanoscience, 1 (1). pp. 85-90. ISSN 1573-4137

Book

Xu, Guandong and Li, Lin, eds. (2013) Social Media Mining and Social Network Analysis: Emerging Research. Information Science Reference, Hershey, Pennsylvania.

Xu, Guandong, Zhang, Yanchun and Li, Lin (2010) Web mining and social networking : techniques and applications. Web information systems engineering and Internet technologies . Springer, New York.

Ishikawa, Yoshiharu, He, Jing, Xu, Guandong and Huang, Guangyan, eds. (2008) Advanced Web and network technologies, and applications : APWeb 2008 international workshops, BIDM, IWHDM, and DeWeb, Shenyang, China, April 26-28, 2008, revised selected papers. Lecture notes in computer science, 0302-9743, 4977 . Springer, Berlin.

Zhang, Yanchun, Yu, Ge, Bertino, Elisa and Xu, Guandong, eds. (2008) Progress in WWW research and development : 10th Asia-Pacific Web Conference, APWeb 2008, Shenyang, China, April 26-28, 2008 : proceedings. Lecture notes in computer science, 4976 . Springer, Berlin.

Book Section

Xu, Guandong, Gu, Yanhui and Yi, Xun (2013) On Group Extraction and Fusion for Tag-Based Recommendation. In: Social Media Mining and Social Network Analysis: Emerging Research. Xu, Guandong and Li, Lin, eds. Information Science Reference, Hershey, Pennsylvania, pp. 211-223.

Fu, Bin, Wang, Zhihai, Pan, Rong, Xu, Guandong and Dolog, Peter (2013) An integrated pruning criterion for ensemble learning based on classification accuracy and diversity. In: 7th International Conference on Knowledge Management in Organizations: Service and Cloud Computing. Uden, Lorna, Herrera, Francisco, Perez, Javier Bajo and Rodriguez, Juana Manual Corchado, eds. Advances in Intelligent Systems and Computing (172). Springer Verlag, Berlin, pp. 47-58.

Qiao, Zhi, He, Jing, Cao, Jie, Huang, Guangyan and Zhang, Peng (2012) Multiple time series anomaly detection based on compression and correlation analysis: A medical surveillance case study. In: Web Technologies and Applications: 14th Asia-Pacific Web Conference, APWeb 2012, Kunming, China, April 11-13, 2012. Proceedings. Sheng, Quan Z, Wang, Guoren, Jensen, Christian S and Xu, Guandong, eds. Lecture Notes in Computer Science (7235). Springer, Heidelberg, Germany, pp. 294-305.

Xu, Guandong (2011) Building user communities of interests by using latent semantic analysis. In: Collaborative search and communities of interest: trends in knowledge sharing and assessment. Francq, Pascal, ed. Premier reference source . Information Science Reference, Hershey, Pa., pp. 38-68.

Zong, Yu, Xu, Guandong, Jin, Ping, Dolog, Peter and Jiang, Shan (2011) A local information passing clustering algorithm for tagging systems. In: Database Systems for Advanced Applications : 16th International Conference, DASFAA 2011 : InternationalWorkshops - GDB, SIM3, FlashDB, SNSMW, DaMEN, DQIS : Hong Kong, China, April 22-25, 2011 : Proceedings. Xu, Jianliang, Yu, Ge, Zhou, Shuigeng and Rainer, Unland, eds. Lecture notes in computer science, 6637 . Springer, pp. 333-343.

Durao, Frederico, Bayyapu, Karunakar, Xu, Guandong, Dolog, Peter and Lage, Ricardo (2011) Using Tag-Neighbors for Query Expansion in Medical Information Retrieval. In: 2011 International Conference on Information Science and Applications (ICISA 2011). IEEE, United States, pp. 1-9.

Zong, Yu, Xu, Guandong, Jin, Ping, Zhang, Yanchun, Chen, Enhong and Pan, Rong (2011) APPECT: an Approximate Backbone-Based Clustering Algorithm for Tags. In: Advanced data mining and applications : 7th International Conference, ADMA 2011, Beijing, China, December 17-19, 2011, Proceedings, Part I. Tang, Jie, King, Irwin, Chen, Ling and Wang, Jianyong, eds. Lecture notes in artificial intelligence (7120). Springer, Berlin, pp. 175-189.

Qingbiao, Zhou, Jie, Fang and Xu, Guandong (2011) Incorporating Sentiment Analysis for Improved Tag-Based Recommendation. In: 2011 IEEE Ninth International Conference on Dependable, Autonomic and Secure Computing (DASC). Springer, Piscataway, N.J., pp. 1222-1227.

Xu, Guandong, Gu, Yanhui, Dolog, Peter, Zhang, Yanchun and Kitsuregawa, Masaru (2011) SemRec: a semantic enhancement framework for tag based recommendation. In: Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence and the Twenty-Third Innovative Applications of Artificial Intelligence Conference, 7-11 August 2011, San Francisco, California, USA. Association for the Advancement of Artificial Intelligence Press, pp. 1267-1272.

Xu, Guandong, Gu, Yanhui, Zhang, Yanchun and Kitsuregawa, Masaru (2011) Toast: a topic-oriented tag based recommender system. In: Web information system engineering - WISE 2011 : 12th International Conference, Sydney, Australia, October 13-14, 2011, proceedings. Bouguettaya, A, Hauswirth, Manfred and Liu, Ling, eds. Lecture Notes in Computer Science (6997). Springer Press, Heidelburg, Germany, pp. 158-171.

Wu, Zongda, Xu, Guandong, Pan, Rong, Zhang, Yanchun, Hu, Zhiwen and Lu, Jianfeng (2011) Leveraging Wikipedia concept and category information to enhance contextual advertising. In: CIKM '11 : proceedings of the 20th ACM international conference on Information and knowledge management. Berendt, Bettina, de Vries, Arjen, Fan, Wenfei, Macdonald, Craig, Ounis, Iadh and Ruthven, Ian, eds. Association for Computing Machinery, New York, pp. 2105-2108.

Xu, Guandong, Zong, Yu, Pan, Rong, Dolog, Peter and Jin, Ping (2011) On kernel information propagation for tag clustering in social annotations systems. In: Knowledge based and intelligent information and engineering systems : 15th international conference, KES 2011, Kaiserslautern, Germany, September 12-14, 2011, proceedings, part II. König, Andreas, Dengel, Andreas, Hingelmann, Knut, Kise, Koichi, Howlett, Robert J, Jain, Lakhmi C, Goebel, Randy, Tanaka, Yuzuru, Wahlster, Wolfgang and Siekmann, Joerg, eds. Lecture notes in computer science (6882). Springer, Berlin, pp. 505-514.

Li, Lin, Xu, Guandong, Yang, Zhenglu, Zhang, Yanchun and Kitsuregawa, Masaru (2011) A Feature-Free Flexible Approach to Topical Classification of Web Queries. In: 2011 Seventh International Conference on Semantics Knowledge and Grid (SKG 2011). IEEE, United States, pp. 59-66.

Meng, Hai-Dong, Ma, Jin-Hui and Xu, Guandong (2010) Experimental research on impacts of dimensionality on clustering algorithms. In: 2010 International Conference on Computational Intelligence and Software Engineering (CISE 2010) : December 10-12, 2010, Wuhan, China. IEEE, Piscataway, N.J..

Zong, Yu, Xu, Guandong, Dolog, Peter, Zhang, Yanchun and Liu, Renjin (2010) Co-clustering for weblogs in semantic space. In: Web information systems engineering, WISE 2010 : 11th International Conference, Hong Kong, China, December 12-14, 2010 : proceedings. Chen, Lei, Triantafillou, Peter and Suel, Torsten, eds. Lecture notes in computer science (6488). Springer, Berlin, pp. 120-127.

Li, Lin, Xu, Guandong, Zhang, Yanchun and Kitsuregawa, Masaru (2009) Enhancing Web Search by Aggregating Results of Related Web Queries. In: Web Information Systems Engineering - WISE 2009 : 10th international conference, Poznań, Poland, October 5-7, 2009 : proceedings. Vossen, Gottfried, Long, Darrell D. E and Yu, Jeffrey Xu, eds. Lecture Notes in Computer Science (5802). Springer, Berlin, pp. 203-217.

Zhang, Yanchun and Xu, Guandong (2009) Singular Value Decomposition. In: Encyclopedia of Database Systems. Liu, Ling and Ozsu, M Tamer, eds. Springer reference . Springer, New York, USA, pp. 2657-2658.

Thongkam, Jaree, Xu, Guandong, Zhang, Yanchun and Huang, Fuchun (2008) Support Vector Machine for Outlier Detection in Breast Cancer Survivability Prediction. In: Advanced Web and NetworkTechnologies, and Applications : APWeb 2008 International Workshops: BIDM, IWHDM, and DeWeb Shenyang, China, April 26-28, 2008. Revised Selected Papers. Ishikawa, Yoshiharu, He, Jing, Xu, Guandong, Shi, Yong, Huang, Guangyan, Pang, Chaoyi, Zhang, Qing and Wang, Guoren, eds. Lecture Notes in Computer Science (4977). Springer, Berlin, pp. 99-109.

Thongkam, Jaree, Xu, Guandong and Zhang, Yanchun (2008) AdaBoost Algorithm with Random Forests for Predicting Breast Cancer Survivability. In: IEEE International Joint Conference on Neural Networks, 2008 : IJCNN 2008 (IEEE World Congress on Computational Intelligence) : 1-8 June, 2008. IEEE, Piscataway, New Jersey, pp. 3062-3069.

Thongkam, Jaree, Xu, Guandong, Zhang, Yanchun and Huang, Fuchun (2008) Breast Cancer Survivability via AdaBoost Algorithms. In: Health data and knowledge management 2008 : proceedings of the Second Australasian Workshop on Health Data and Knowledge Management (HDKM 2008), Wollongong, NSW, Australia, January 2008. Warren, James R, Yu, Ping, Yearwood, John and Patrick, John D, eds. Conferences in research and practice in information technology series (80). Australian Computer Society, Darlinghurst, New South Wales, pp. 55-64.

Xu, Guandong, Zhang, Yanchun and Yi, Xun (2008) Modelling User Behaviour for Web Recommendation Using LDA Model. In: 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops WI-IAT Workshops 2008 : 9-12 December 2008 University of Technology, Sydney, Australia, proceedings. Li, Yuefeng, Pasi, Gabriella, Zhang, Chengqi, Cercone, Nick and Cao, Longbing, eds. IEEE Computer Society, Los Alamitos, California, pp. 529-532.

Zhang, Yanchun and Xu, Guandong (2008) Using Web Clustering for Web Communities Mining and Analysis. In: 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops WI-IAT Workshops 2008 : 9-12 December 2008 University of Technology, Sydney, Australia, proceedings. Li, Yuefeng, Pasi, Gabriella, Zhang, Chengqi, Cercone, Nick and Cao, Longbing, eds. IEEE Computer Society, Los Alamitos, California, pp. 20-31.

Conference or Workshop Item

Yi, Xun, Paulet, R, Bertino, Elisa and Xu, Guandong (2013) Private data warehouse queries. In: ACM Symposium on Access Control Models and Technologies, 12 June 2013-14 June 2013, Amsterdam, The Netherlands.

You, Y, Xu, Guandong, Cao, Jing, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Huang, Guangyan (2013) Leveraging visual features and hierarchical dependencies for conference information extraction. In: Asia-Pacific Web Conference, 04 April 2013-06 April 2013, Sydney.

Liu, Li, Zhou, Yuan, Liu, Ming ORCID: 0000-0002-2160-6111, Xu, Guandong, Chen, Xiwei, Fan, Dangping and Wang, Qianru (2012) Preemptive Hadoop jobs scheduling under a deadline. In: 2012 Eighth International Conference on Semantics, Knowledge and Grids (SKG), 22-24 Oct. 2012, Beijing, China.

Pan, R, Xu, Guandong and Dolog, P (2012) Improving recommendations in tag-based systems with spectral clustering of tag neighbors. In: 3rd FTRA International Conference on Computer Science and its Applications (CSA-11) and The 2011 FTRA World Convergence Conference (FTRA WCC 2011), Dec 12, 2011 - Dec 15, 2011, Jeju, South Korea.

Pan, R, Xu, Guandong, Dolog, P and Zong, Y (2012) Group division for recommendation in tag-based systems. In: International Conference on Cloud and Green Computing (CGC), 1-3 Nov. 2012, Xiangtan, China.

Zong, Yu, Xu, Guandong, Jin, Ping, Yi, Xun, Chen, Enhong and Wu, Zongda (2012) A projective clustering algorithm based on significant local dense areas. In: 2012 IEEE World Congress on Computational Intelligence (WCCI), 10 June 2012-15 June 2012, Brisbane Convention Centre, Brisbane, Australia.

Fu, Bin, Wang, Zhihai, Pan, Rong, Xu, Guandong and Dolog, Peter (2012) Learning tree structure of label dependency for multi-label learning. In: the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 29 May 2012-01 June 2012, Kuala Lumpur, Malaysia.

Chen, Xing, Li, Lin, Xiao, Huifan, Xu, Guandong, Yang, Zhenglu and Kitsuregawa, Masaru (2012) Recommending related microblogs: A comparison between topic and WordNet based approaches. In: Twenty-Sixth Conference on Artificial Intelligence (AAAI-12), 22 July 2012-26 July 2012, Toronto, Ontario.

Pan, R, Xu, Guandong and Dolog, P (2010) User and Document Group Approach of Clustering in Tagging Systems. In: International Workshop on Personalization and Recommendation on the Web and Beyond (LWA), 04 October 2010-06 October 2010, Kassel.

Thesis

Xu, Guandong (2008) Web mining techniques for recommendation and personalization. PhD thesis, Victoria University.