Yongjian Fu, Associate Professor

Contact Information:

• Office Location: FH 225
• Phone Number: (216) 687-5518
• Email: y.fu@csuohio.edu
• Personal Website: http://academic.csuohio.edu/fuy/
• Schedule an appointment

Education:

• Ph.D., Simon Fraser University, Canada, 1996

Research Interests:

• Software Engineering
• Data Mining
• Web Mining

Classes Frequently Taught

• EEC 623 Software Quality Assurance
• EEC 626 Software Engineering Project
• EEC 525 Data Mining

Recent Publications (List of publications)

• Fu, Y., Shih, M., Creado, M., and Ju, C., Reorganizing Web Sites Based on User Access Patterns, International Journal of Intelligent Systems in Accounting, Finance and Management, 11(1), 2002.
• Fu, Y., Sandhu, K., and Shih, M., A Generalization-Based Approach to Clustering of Web Usage Sessions, in Masand and Spiliopoulou (Eds), Web Usage Analysis and User Profiling, Lecture Notes in Artificial Intelligence, Vol. 1836, pages 21-38, Springer, 2000.
• Fu, Y. and Teng, J., Improving High-Dimensional Indexing with Heuristics for Content-Based Image Retrieval, in Agouris and Stefanidis (Eds), Integrated Spatial Databases: Digital Images and GIS, Lecture Notes in Computer Science, Vol. 1737, pages 249-267, Springer, 2000.
• J. Han and Y. Fu, Discovery of Multiple-Level Association Rules from Large Databases, IEEE TKDE 11(5): 798-804, 1999.
• J. Han, Z. Xie, and Y. Fu, Join Index Hierarchy: An Indexing Structure for Efficient Navigation in Object-Oriented Databases, IEEE TKDE 11(2): 321-337,1999.
• Gudivada, V. and Fu, Y., Multimedia Databases and Data Mining, in Thuraisingham, B., (Ed.) Handbook of Data Management, pages 2-11, Auerbach, 1997.
• Han, J., Ng, R., Fu, Y., and Dao, S., Dealing with Semantic Heterogeneity by Generalization-Based Data Mining Techniques, in Papazoglou and Schlageter (Eds), Cooperative Information Systems, pages 207-231, Academic Press, 1997.
• Han, J. and Fu, Y., Exploration of the Power of Attribute-Oriented Induction in Data Mining, in Fayyad, et al(Eds), Advances in Knowledge Discovery and Data Mining, pages 399-421, AAAI/MIT Press, 1996.
• Cheung, D., Ng, V., Fu, A., and Fu, Y., Efficient Mining of Association Rules in Distributed Databases, IEEE Transactions on Knowledge and Data Engineering, Vol. 8, No. 6, pages 911-922, Dec. 1996.
• Han, J., Huang, Y., Cercone, N., and Fu, Y., Intelligent Query Answering by Knowledge Discovery Techniques, IEEE Transactions on Knowledge and Data Engineering, Vol. 8, No. 3, pages 373-390, June 1996.