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Research Output

Using the PARAFAC2 tensor factorization on EHR audit data to understand PCP desktop work

Perros, I., Yan, X., Jones, J. B., Sun, J. & Stewart, W. F., Jan 2020, In : Journal of Biomedical Informatics. 101, 103312.

Research output: Contribution to journalArticle

Open Access
  • Assessing Predictors of Early and Late Hospital Readmission after Kidney Transplantation

    Hogan, J., Arenson, M. D., Adhikary, S. M., Li, K., Zhang, X., Zhang, R., Valdez, J. N., Lynch, R. J., Sun, J., Adams, A. B. & Patzer, R. E., Aug 1 2019, In : Transplantation Direct. 5, 8, e479.

    Research output: Contribution to journalArticle

    Open Access
  • CP tensor decomposition with cannot-link intermode constraints

    Henderson, J., Malin, B. A., Denny, J. C., Kho, A. N., Sun, J., Ghosh, J. & Ho, J. C., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 711-719 9 p. (SIAM International Conference on Data Mining, SDM 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • DDL: Deep dictionary learning for predictive phenotyping

    Fu, T., Hoang, T. N., Xiao, C. & Sun, J., Jan 1 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 5857-5863 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Efficient and effective sparse tensor reordering

    Li, J., Uçar, B., Çatalyürek, V., Sun, J., Barker, K. & Vuduc, R., Jun 26 2019, ICS 2019 - International Conference on Supercomputing. Association for Computing Machinery, p. 227-237 11 p. (Proceedings of the International Conference on Supercomputing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution