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Jing Rui He

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  • 2012

    Hierarchical multi-task learning with application to wafer quality prediction

    He, J. & Zhu, Y., 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 290-298 9 p. 6413894. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Virtual metrology and run-to-run control in semiconductor manufacturing

    Zhu, Y., Baseman, R. J., He, J., Restaino, D. D. & Yashchin, E., 2012, Proceedings - 18th ISSAT International Conference on Reliability and Quality in Design. p. 374-378 5 p. (Proceedings - 18th ISSAT International Conference on Reliability and Quality in Design).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2011

    A graph-based framework for multi-task multi-view learning

    He, J. & Lawrence, R., 2011, Proceedings of the 28th International Conference on Machine Learning, ICML 2011. p. 25-32 8 p. (Proceedings of the 28th International Conference on Machine Learning, ICML 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Diversified ranking on large graphs: An optimization viewpoint

    Tong, H., He, J., Wen, Z., Konuru, R. & Lin, C. Y., 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. Association for Computing Machinery, p. 1028-1036 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multi-view transfer learning with a large margin approach

    Zhang, D., He, J., Liu, Y., Si, L. & Lawrence, R. D., 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. Association for Computing Machinery, p. 1208-1216 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2010

    Ensemble-based method for Task 2: Predicting traffic Jam

    He, J., He, Q., Swirszcz, G., Kamarianakis, Y., Lawrence, R., Shen, W. & Wynter, L., 2010, Proceedings - 10th IEEE International Conference on Data Mining Workshops, ICDMW 2010. p. 1363-1365 3 p. 5693453. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Rare category characterization

    He, J., Tong, H. & Carbonell, J., 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 226-235 10 p. 5693976. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Traffic velocity prediction using GPS data: IEEE ICDM Contest task 3 report

    Shen, W., Kamarianakis, Y., Wynter, L., He, J., He, Q., Lawrence, R. & Swirszcz, G., 2010, Proceedings - 10th IEEE International Conference on Data Mining Workshops, ICDMW 2010. p. 1369-1371 3 p. 5693455. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2009

    Graph-based transfer learning

    He, J., Liu, Y. & Lawrence, R., 2009, ACM 18th International Conference on Information and Knowledge Management, CIKM 2009. p. 937-946 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • PaCK: Scalable parameter-free clustering on K-partite graphs

    He, J., Tong, H., Papadimitriou, S., Eliassi-Rad, T., Faloutsos, C. & Carbonell, J., 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1278-1287 10 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Prior-free rare category detection

    He, J. & Carbonell, J., 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 154-162 9 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2008

    Graph-based rare category detection

    He, J., Yan, L. & Lawrence, R., 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 833-838 6 p. 4781187. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Nearest-neighbor-based active learning for rare category detection

    He, J. & Carbonell, J., 2008, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. Neural Information Processing Systems, (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2005

    A novel boosting-based anomaly detection scheme

    Tong, H. H., Li, C. R., He, J. R., Tran, Q. A., Duan, H. X. & Li, X., 2005, 2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005. p. 3199-3203 5 p. (2005 International Conference on Machine Learning and Cybernetics, ICMLC 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • A unified optimization based learning method for image retrieval

    Tong, H., He, J., Li, M., Ma, W. Y., Zhang, C. & Zhang, H. J., 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 230-235 6 p. 1467447. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Boosting web image search by co-ranking

    He, J., Zhang, C., Zhao, N. & Tong, H., 2005, 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05 - Proceedings - Image and Multidimensional Signal Processing Multimedia Signal Processing. p. II409-II412 1415428. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. II).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Graph based multi-modality learning

    Tong, H., He, J., Li, M., Zhang, C. & Ma, W. Y., 2005, Proceedings of the 13th ACM International Conference on Multimedia, MM 2005. p. 862-871 10 p. (Proceedings of the 13th ACM International Conference on Multimedia, MM 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning no-reference quality metric by examples

    Tong, H., Li, M., Zhang, H. J., Zhang, C., He, J. & Ma, W. Y., 2005, Proceedings of the 11th International Multimedia Modelling Conference, MMM 2005. p. 247-254 8 p. 1385998. (Proceedings of the 11th International Multimedia Modelling Conference, MMM 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Multiple random walk and its application in content-based image retrieval

    He, J., Tong, H., Li, M., Wei-Ying, M. & Zhang, C., Nov 10 2005, MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005. Association for Computing Machinery, p. 151-158 8 p. (MIR 2005 - Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, Co-located with ACM Multimedia 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2004

    Boosting feed-forward neural network for internet traffic prediction

    Tong, H. H., Li, C. R. & He, J. R., 2004, Proceedings of 2004 International Conference on Machine Learning and Cybernetics. p. 3129-3134 6 p. (Proceedings of 2004 International Conference on Machine Learning and Cybernetics; vol. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Manifold-ranking based image retrieval

    He, J., Li, M., Zhang, H. J., Tong, H. & Zhang, C., 2004, ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia. Association for Computing Machinery, p. 9-16 8 p. (ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mean version space: A new active learning method for content-based image retrieval

    He, J., Li, M., Zhang, H. J., Tong, H. & Zhang, C., 2004, MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval. p. 15-22 8 p. (MIR'04 - Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Symmetry feature in content-based image retrieval

    He, J., Li, M., Zhang, H. J. & Zhang, C., 2004, 2004 International Conference on Image Processing, ICIP 2004. p. 417-420 4 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • W-boost and its application to Web image classification

    He, J., Li, M., Zhang, H. J. & Zhang, C., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 148-151 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution