Skip to main content

Publications

Papers

  • Q. Cai, K. Zheng, H.V. Jagadish, B.C. Ooi, J.W.L. Yip. CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics, in Proceedings of the VLDB Endowment, 2024.

  • F. Xiao, S. Cai, G. Chen, H.V. Jagadish, B.C. Ooi, M. Zhang. VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp.2145-2154, 2024.

  • K. Zheng, H-R. Chua, M. Herchel, H.V. Jagadish, B.C. Ooi, J.W.L. Yip: Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics, in International Conference on Machine Learning, pp.38848-38880, PMLR.2024.

  • Q. Cai, K. Zheng, B.C. Ooi, W. Wang, C. Yao. ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics, in 2022 IEEE 38th International Conference on Data Engineering, pp.393-406, 2022.

  • Z. Xie, H. Ying, C. Yue, M. Zhang, G. Chen, B.C. Ooi. Cool: a COhort OnLine analytical processing system, in 2020 IEEE 36th International Conference on Data Engineering, pp.577-588, 2020.

  • Q. Cai, Z. Xie, M. Zhang, G. Chen, H.V. Jagadish and B.C. Ooi. Effective Temporal Dependence Discovery in Time Series Data, in Proceedings of the VLDB Endowment, 11(8), pp.893-905, 2018.

  • Z. Xie, Q. Cai, F. He, G.Y. Ooi, W. Huang, B.C. Ooi. Cohort Analysis with Ease, in Proceedings of the 2018 International Conference on Management of Data, pp.1737-1740, 2018.

  • D. Jiang, Q. Cai, G. Chen, H. V. Jagadish, B.C. Ooi, K.-L. Tan, and A. K. H. Tung. Cohort Query Processing, in Proceedings of the VLDB Endowment, 10(1), 2016.