Representative        Order By Year        Order By Type

  1. Yixin Chen and James Z. Wang, ``Image Categorization by Learning and Reasoning with Regions," Journal of Machine Learning Research, vol. 5, pp. 913-939, 2004. (PDF, 1.2MB, Data sets and source code)

  2. Yixin Chen and James Z. Wang, ``A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 9, pp. 1252-1267, 2002. (PDF, 7MB)

  3. Yixin Chen, James Z. Wang, and Robert Krovetz, ``CLUE: Cluster-Based Retrieval of Images by Unsupervised Learning," IEEE Transactions on Image Processing, vol. 14, no. 8, pp. 1187-1201, 2005. (PDF, 6MB)

  4. Yixin Chen, Jinbo Bi, and James Z. Wang, ``MILES: Multiple-Instance Learning via Embedded Instance Selection," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 12, pp. 1931-1947, 2006. (PDF, 5MB, source code)

  5. Yixin Chen, Xin Dang, Hanxiang Peng, and Henry L. Bart, Jr., ``Outlier Detection with the Kernelized Spatial Depth Function," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 31, no. 2, pp. 288-305, 2009. (PDF, 785K)

  6. Yixin Chen and James Z. Wang, ``Support Vector Learning for Fuzzy Rule-Based Classification Systems," IEEE Transactions on Fuzzy Systems, vol. 11, no. 6, pp. 716-728, 2003. (PDF, 1MB)

  7. Yixin Chen, James Z. Wang, and Robert Krovetz, ``Content-Based Image Retrieval by Clustering," 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, pp. 193-200, Berkeley, CA, November 2003. (PDF, 450K)

  8. Yixin Chen, Henry L. Bart, Jr., Shuqing Huang, and Huimin Chen, ``A Computational Framework for Taxonomic Research: Diagnosing Body Shape within Fish Species Complexes," The Fifth IEEE International Conference on Data Mining, pp. 593-596, Houston, Texas, 2005. (PDF, 219K)

  9. Yixin Chen and John E. McInroy, ``Estimation of Symmetric, Positive Definite Matrices from Imperfect Measurements," IEEE Transactions on Automatic Control, vol. 47, no. 10, pp, 1721-1725, 2002. (PDF, 177KB)

  10. Yixin Chen, Ya Zhang, and Xiang Ji, ``Size Regularized Cut for Data Clustering," Advances in Neural Information Processing Systems (NIPS), 18, MIT Press, Cambridge, pp. 211-218, 2006. (PDF, 196K)

  11. Yixin Chen, John E. McInroy, and Yong Yi, ``Optimal, Fault-Tolerant Mappings to Achieve Secondary Goals without Compromising Primary Performance," IEEE Transactions on Robotics and Automation, vol. 19, no. 4, pp. 680-691, 2003. (PDF, 2.9MB)

  12. Yixin Chen and John E. McInroy, ``Decoupled Control of Flexure Jointed Hexapods Using Estimated Joint Space Mass-Inertia Matrix," IEEE Transactions on Control Systems Technology, vol. 12, no. 3, pp. 413-421, 2004. (PDF, 274KB)