Sign * indicates corresponding authorship; sign ⁺ indicates co-first authorships.

My articles are also available on my Google Scholar profile.

Manuscripts

• Federated function-on-function regression with an efficient gradient boosting algorithm for privacy-preserving telemedicine
  Ding, Y., Costa, C., Si, B.^*
  Submitted to IEEE Transactions on Automation Science and Engineering. Under Review.
  Selected as QCRE Best Student Paper Competition Finalist, IISE Montreal, 2024 [Code] [Video]

• Access to Campus Health Services at MSI and Non-MSI Colleges and Universities in the U.S.
  Mueller, S.^*, Si, B., Sutherland, M., Hutchinson, K, Ding, Y.
  Submitted to Journal of American College Health.

• Vertical Federated Learning of Gradient Boosting for Functional Regression with Differential Privacy
  Ding, Y., Costa, C., Si, B.^*
  Ready to submit to IEEE Transactions on Privacy. [Code]

Published/Accepted

• A novel sparse generalized structural equation modeling with structured sparsity for subgroup discovery from multi-modal mixed-type data
  Ding, Y., Somers, V., Si, B.^*
  Accepted by IISE Transactions.

• Statistical Machine Learning and Data Fusion Methodologies: Applications in Healthcare
  Ding, Y.(2024)
  Binghamton University. PhD Dissertation [Link]

• Health screenings in college health centers: Variations in practice
  Sutherland, M. A.^*, Hutchinson, M. K., Si, B., Ding, Y., Liebermann, E., Connolly, S. L., … Mueller, S. D. (2024)
  Journal of American College Health, 1–8. [https://doi.org/10.1080/07448481.2024.2361307]

• Student Health Services at Historically Black Colleges and Universities and Predominantly Black Institutions in the United States
  Mueller, S. D. ^*, Sutherland, M. A., Hutchinson, M. K., Si, B., Ding, Y., Connolly, S. L. (2024)
  Health Equity, 8(1), 226-234. [https://doi.org/10.1089/heq.2023.0219]

• A novel sparse linear mixed model for multi-source mixed-frequency data fusion in telemedicine
  Alramadeen, W., Ding, Y., Costa, C., Si, B. ^* (2023)
  IISE Transactions on Healthcare Systems Engineering, 13(3), 215-225.[https://doi.org/10.1080/24725579.2023.2202877]
  Selected as a Feature Article by the ISE Magazine

• A novel sparse model-based algorithm to cluster categorical data for improved health screening and public health promotion
  Jiang, L., Ding, Y., Sutherland, M. A., Hutchinson, M. K., Zhang, C., Si, B. ^* (2022)
  IISE Transactions on Healthcare Systems Engineering, 12(2), 137-149. [https://doi.org/10.1080/24725579.2021.1980467]

• A general accelerated destructive degradation testing model for reliability analysis
  Ding, Y., Yang, Q., King, C. B., Hong, Y. (2019)
  IEEE Transactions on Reliability, 68(4), 1272-1282. [https://doi.org/10.1109/TR.2018.2883983]

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