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Projects
Recent Publications
Multisource single-cell data integration by MAW barycenter for Gaussian mixture models
Lin, L., Shi, W., Ye, J. & Li, J., 2022, (Accepted/In press) In: Biometrics.Research output: Contribution to journal › Article › peer-review
Applications of the Geometry-Sensitive Ensemble Mean for Lake-Effect Snowbands and Other Weather Phenomena
Seibert, J. J., Greybush, S. J., Li, J., Zhang, Z. & Zhang, F., Feb 2022, In: Monthly Weather Review. 150, 2, p. 409-429 21 p.Research output: Contribution to journal › Article › peer-review
Block-Wise Variable Selection for Clustering Via Latent States of Mixture Models
Seo, B., Lin, L. & Li, J., 2022, In: Journal of Computational and Graphical Statistics. 31, 1, p. 138-150 13 p.Research output: Contribution to journal › Article › peer-review
A fast globally linearly convergent algorithm for the computation of wasserstein barycenters
Yang, L., Li, J., Sun, D. & Toh, K. C., 2021, In: Journal of Machine Learning Research. 22Research output: Contribution to journal › Article › peer-review
VtNet: A neural network with variable importance assessment
Zhang, L., Lin, L. & Li, J., Dec 2021, In: Stat. 10, 1, e325.Research output: Contribution to journal › Article › peer-review
Aggregated Wasserstein Distance and State Registration for Hidden Markov Models
Chen, Y., Ye, J. & Li, J., Sep 1 2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 9, p. 2133-2147 15 p., 8678434.Research output: Contribution to journal › Article › peer-review
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild
Luo, Y., Ye, J., Adams, R. B., Li, J., Newman, M. G. & Wang, J. Z., Jan 1 2020, In: International Journal of Computer Vision. 128, 1, p. 1-25 25 p.Research output: Contribution to journal › Article › peer-review
CPS analysis: Self-contained validation of biomedical data clustering
Zhang, L., Lin, L. & Li, J., Jun 1 2020, In: Bioinformatics. 36, 11, p. 3516-3521 6 p.Research output: Contribution to journal › Article › peer-review
Optimal transport, mean partition, and uncertainty assessment in cluster analysis
Li, J., Seo, B. & Lin, L., Oct 1 2019, In: Statistical Analysis and Data Mining. 12, 5, p. 359-377 19 p.Research output: Contribution to journal › Article › peer-review
Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data
Ye, J., Li, J., Newman, M. G., Adams, R. B. & Wang, J. Z., Jan 1 2019, In: IEEE Transactions on Affective Computing. 10, 1, p. 115-128 14 p., 7872458.Research output: Contribution to journal › Article › peer-review
Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion
Zheng, X., Ye, J., Chen, Y., Wistar, S., Li, J., Piedra Fernández, J. A., Steinberg, M. A. & Wang, J. Z., Jun 2019, In: IEEE Transactions on Geoscience and Remote Sensing. 57, 6, p. 3788-3801 14 p., 8606456.Research output: Contribution to journal › Article › peer-review
Development and validation of Image Stimuli for Emotion Elicitation (ISEE): A novel affective pictorial system with test-retest repeatability
Kim, H., Lu, X., Costa, M., Kandemir, B., Adams, R. B., Li, J., Wang, J. Z. & Newman, M. G., Mar 2018, In: Psychiatry Research. 261, p. 414-420 7 p.Research output: Contribution to journal › Article › peer-review
Advancing science and technology with big data analytics
Li, J., Jun 2018, In: Statistical Analysis and Data Mining. 11, 3, p. 97 1 p.Research output: Contribution to journal › Editorial › peer-review
Geometry-Sensitive Ensemble Mean Based on Wasserstein Barycenters: Proof-of-Concept on Cloud Simulations
Li, J. & Zhang, F., Oct 2 2018, In: Journal of Computational and Graphical Statistics. 27, 4, p. 785-797 13 p.Research output: Contribution to journal › Article › peer-review
Baum-Welch algorithm on directed acyclic graph for mixtures with latent Bayesian networks
Li, J. & Lin, L., 2017, In: Stat. 6, 1, p. 303-314 12 p.Research output: Contribution to journal › Article › peer-review