Xiaoying Gao's Publications

• Xiaoying Gao, Le Phong Bao Vuong, and Mengjie Zhang. "Detecting Data Records in Semi-Structured Web Sites Based on Text Token Clustering". Journal of Integrated Computer-Aided Engineering (ICAE). Vol. 15, No. 4, 2008. pp. 297-311.

• Daniel Crabtree, Peter Andreae, Xiaoying Gao." Exploiting Underrepresented Query Aspects for Automatic Query Expansion", The 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2007), San Jose, California, United States , August 12-15, 2007
• Daniel Crabtree, Peter Andreae, Xiaoying Gao." Understanding Query Aspects with applications to Interactive Query Expansion" , The 2007 IEEE/WIC/ACM International Conference on Web Intelligence (WI'07), Silicon Valley, California, United States , November 2-5, 2007
• Mengjie Zhang, Xiaoying Gao, Weijun Lou. "A New Crossover Operator in Genetic Programming for Object Classification". IEEE Transactions on Systems, Man and Cybernetics, Part B. Vol. 37, No.5, 2007. pp. 1332-1343.

• Le Phong Bao Vuong, Xiaoying Gao, "Using Clustering for Web Information Extraction". Proceedings of the 20th Australasian Joint conference on Artificial Intelligence, Lecture Notes in Computer science, Vo. 4830. Springer. Gold coast, Australia, December 2007. PP 415-424.
• Xiaoying Gao, Le Phong Bao Vuong, Mengjie Zhang. "Automatic Data Record Detection in Web Pages". Proceedings of the Second International Conference on Knowledge Science, Engineering and Management, Lecture Notes in Computer Science. Vol. 4798. Springer. Melbourne, Australia. November 2007. pp. 349-361.
• Daniel Crabtree, Peter Andreae, and Xiaoying Gao, "QC4 - A Clustering Evaluation Method", the proceedings of The 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007), Lecture Notes in Computer Science. Vol. 4426. Springer. Nanjing, China, May 2007. pp. 349-361. pp 59-70.
• Xiaoying Gao, Mengjie Zhang. "Information Extraction from a Whole Web Site". Proceedings of The fourth International Conference on Active Media Technology, Advances in Intelligent IT: Active Media Technology 2006. Frontiers in Artificial Intelligence and Applications. Vol. 138. IOS Press. pp. 52-57, 2006.
• Mengjie Zhang, Xiaoying Gao, Minh Duc Cao, Yuejin Ma. "Neural Networks for Scientific Paper Classification". Proceedings of the 2006 IEEE International Conference on Innovative Computing, Information and Control. IEEE Press. Beijing, August, 2006. Vol. 2, pp 51-54.
• Xiaoying Gao, Mengjie Zhang, Minh Duc Cao. "TreeWrapper: Automatic Data Extraction based on Tree Representation ". Proceedings of the 19th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Computer Science, Springer. 2006. pp. 566-576.
• Mengjie Zhang, Xiaoying Gao, Weijun Lou. "GP for Object Classification: Brood Size in Brood Recombination Crossover ". Proceedings of the 19th Australian Joint Conference on Artificial Intelligence, Lecture Notes in Computer Science, Springer. 2006. pp. 274-284.
• Mengjie Zhang, Xiaoying Gao and Weijun Lou. "Looseness Controlled Crossover in GP for Object Classification". Proceedings of IEEE Congress on Evolutionary Computation, a part of IEEE Congress on Computational Intelligence. Vancouver BC, Canada. IEEE Press. 2006. pp.4428-4435.
• Mengjie Zhang, Xiaoying Gao, Weijun Lou, Dongping Qian. "Investigation of Brood Size in GP with Brood Recombination Crossover for Object Recognition" Lecture Notes in Artificial Intelligence. Vol. 4099. Springer, 2006. pp. 923-928.
• Mengjie Zhang, Xiaoying Gao, Minh Duc Cao and Yuejin Ma. "Modelling Citation Networks for Improving Scientific Paper Classification Performance." Proceedings of the 9th Pacific Rim International Conference on Artificial Intelligence. Lecture Notes in Artificial Intelligence. Vol. 4099. Springer, 2006. pp. 413-422.
• Daniel Crabtree, Peter Andreae and Xiaoying Gao, "Query directed web page clustering", in the 2006 IEEE/WIC/ACM International conference on Web Intelligence, December 2006, pp. 202-210.
• Le Phong Bao Vuong, Xiaoying Gao, Mengjie Zhang. "Data Extraction from Semi-structured Web Pages by Clustering". Web Intelligence 2006: Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence, Hong Kong. IEEE Press. 2006. pp.374-377.
• Daniel Crabtree, Xiaoying Gao, Peter Andreae, Improving Web Clustering by Cluster Selection, Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, pp 172-178, France, 19-22 Sep, 2005.
• Daniel Crabtree, Xiaoying Gao, Peter Andreae, Standardized Evaluation Method for Web Clustering Results, Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence, France, 19-22 Sep, pp. 280-283, 2005
• Minh Doc Cao, Xiaoying Gao, Combining Contents and Citations for Scientific Document Classification, The 18th Australian Joint Conference on Artificial Intelligence UTS, Sydney, Australia, 5-9 December 2005, pp. 143-152
• Xiaoying Gao, Mengjie Zhang. "A Knowledge Learning Approach to Information Extraction from Multiple Text Based Web Sites". (PDF) International Journal of Artificial Intelligence Tools. Vol. 13, No. 3. 2004. pp. 721-738.
• Xiaoying Gao, Mengjie Zhang, Peter Andreae. Automatic Pattern Construction for Web Information Extraction". (PDF) International Journal of Uncertainty, Fuziness, and Knowledge Based Systems. Vol. 12, No. 4. pp. 447-470, 2004
• Xiaoying Gao, Peter Andreae, Richard Collins, "Approximately Repetitive Structure Detection for Wrapper Induction", (PS), the proceedings of 8th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2004) in Auckland, New Zealand from 11 to 13 August, pp. 585-594, 2004.
• Xiaoying Gao, Mengjie Zhang and Peter Andreae, "Learning Information Extraction Patterns from Tabular Web Pages without Manual Labeling" (PS) , in Proceedings of 2003 IEEE/WIC International Conference on Web Intelligence (WI 2003), pages 495-498, Halifax, Canada, 13-16 October, 2003.
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• Xiaoying Gao and Mengjie zhang, Learning Knowledge Bases for Information Extraction from Multiple Text Based Web Sites (PS) , in Proceedings of 2003 IEEE/WIC Internation Conference on Intelligent Agent Technology (IAT 2003), Halifax, Canada, 13-16 October 2003, pp. 119-125.
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• Xiaoying Gao, Mengjie Zhang. "Knowledge Discovery from Text Based Web Sites", Proceedings of the Ninth Australian world Wide Web Conference, pp.400-411. Gold Coast, 5-9 July 2003.

• Xiaoying Gao and Leon Sterling, "Knowledge-based Information agents" (PS), (HTML) , in Ryszard Kowalczyk, Seng Wai Loke, Nancy E. Reed and Graham Williams (eds), Advances in Artificial Intelligence (Lecture Notes in Computer Science, LNCS/LNAI 2112, Springer, 2001), pages 229-238, 2001.
• Xiaoying Gao and Leon Sterling, AutoWrapper: Automatic Wrapper Generation for Multiple Online Services, (PS), In Gilbert H. Young (editor), World Wide Web-Technologies and Applications for the New Millennium, Chapter 8, page 61-70, the US CSREA Publisher, 2000.
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• Xiaoying Gao and Leon Sterling, "Semi-Structured Data Extraction from Heterogeneous Sources", (PS), In David G. Schwartz, Monica Divitini, Terje Brasethvik(editors), Internet-based organisational memory and knowledge management, Part 2, Chapter 5, pages 83-102, The Idea Group Publisher, 2000.
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• Xiaoying Gao and Leon Sterling, "A Methodology for Building Information Agents" (PS) In Y. Yang, M. Li and A. Ellis (editors), Web Technologies and Applications, Chapter 5, pages 43-52. International Academic Pulishers, 1998.
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• Xiaoying Gao and Leon Sterling, "Classified Advertisement Search Agent (CASA): A Knowledge-Based Information Agent for Searching Semi-Structured Text", (PS), Proceedings of the third International Conference on the Practical Application of Intelligent Agents and Multi-Agent Technology, PAAM'98, pages 621-622, London, UK, 1998.
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• Xiaoying Gao, A Knowledge-Based Approach for Searching Semi-Structured Documents (PS) (1997), Australian Natural Language Postgraduate Workshop, Melbourne, Australia, 1997.
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• Xiaoying Gao and Leon Sterling, "Using Limited Common Sense Knowledge to Guide Knowledge Acquisition for Information Agents" (PS) in Proceedings of the AI'97 workshop on knowledge acquisition, Perth, Australia, 1997.
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