Publications
X. Xi, K. Ueno, E. Keogh, D.-J. Lee (2007). Coverting Non-Parametric Distance-Based Classification to Anytime Algorithms. Pattern Analysis and Application (PAA), to appear.
D. Yankov, E. Keogh, L. Wei, X. Xi, W. Hodges (2007). Fast Best-Match Shape Searching in Rotation Invariant Metric Spaces. IEEE Transaction on Multimedia (MDM), to appear.
X. Xi, E. Keogh, L. Wei, A. Mafra-Neto (2007). Finding Motifs in Database of Shapes. SIAM International Conference on Data Mining (SDM), pp. 249-260. [pdf]
D. Yankov, E. Keogh, L. Wei, X. Xi and W. Hodges (2007). Fast Best-Match Shape Searching in Rotation Invariant Metric Spaces. SIAM International Conference on Data Mining (SDM), pp. 611-616. [pdf]
L. Wei, E. Keogh,
X. Xi, S.-H. Lee (2006). Supporting Anthropological Research with
Efficient Rotation Invariant Shape Similarity Measure. Journal of the
Royal Society Interface (J.R. Soc. Interface), Volume 4, Number 13, pp.
207-222. [pdf]
K. Ueno, X. Xi, E. Keogh, D.-J. Lee (2006). Anytime Classification Using the Nearest Neighbor Algorithm with Applications to Stream Mining. In Proc. of the 6th IEEE International Conference on Data Mining (ICDM), pp. 623-632. [pdf]
L. Wei, E. Keogh, X. Xi (2006). SAXually Explicit Images: Finding Unusual Shapes. In Proc. of the 6th IEEE International Conference on Data Mining (ICDM), pp. 711-720. [pdf]
E. Keogh, L. Wei, X. Xi, S. Lonardi, J. Shieh, S. Sirowy (2006). Intelligent Icons: Integrating Lite-Weight Data Mining and Visualization into GUI Operating Systems. In Proc. of the 6th IEEE International Conference on Data Mining (ICDM), pp. 912-916. [pdf]
X. Xi, E. Keogh, C. Shelton, L. Wei, C.A. Ratanamahatana (2006). Fast Time Series Classification Using Numerosity Reduction. In Proc. of the 23rd International Conference on Machine Learning (ICML), pp. 1033-1040. [pdf][presentation slides]
E. Keogh, L. Wei, X. Xi, S.-H. Lee and M. Vlachos (2006). LB_Keogh Supports Exact Indexing of Shapes under Rotation Invariance with Arbitrary Representations and Distance Measures. In Proc. of the 32nd International Conference on Very Large Data Bases (VLDB), pp. 882-893. [pdf], for more information, see here.
T. Lu, X. Xi, M. Rui, S. Cai (2005). Recognition and Understanding of Architectural Drawings: Model and Algorithm. Journal of Computer Research and Development, Vol.42(1):144-152, 2005 (in Chinese).
X. Xi, W. Dou, T. Lu, S. Cai (2004). Research on Automated Recognizing and Interpreting Architectural Drawings. Proceedings of the First International Conference on Machine Learning and Cybernetics (IEEE). Beijing, China 4-5 Nov 2002, pp. 1000-1004.
W. Dou, X. Xi, S. Cai (2003). Workflow Modeling and Model Performance Oriented Toward Exception Handling. The Chinese Journal of Computers, 2003,26(9):1094-1103 (in Chinese).
W. Dou, X. Xi, S. Cai (2002). Distributed Processing Oriented Workflow Modeling. Computer Integrated Manufacturing Systems, Vol. 8 No.7 P533-P537, 2002 (in Chinese).