Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Hao Yan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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A Tensor Voting-Based Surface Anomaly Classification Approach by Using 3D Point Cloud Data
Du, J., Yan, H., Chang, T. S. & Shi, J., May 2022, In: Journal of Manufacturing Science and Engineering, Transactions of the ASME. 144, 5, 051005.Research output: Contribution to journal › Article › peer-review
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Multi-Task Learning With Latent Variation Decomposition for Multivariate Responses in a Manufacturing Network
Li, Y., Yan, H. & Jin, R., 2022, (Accepted/In press) In: IEEE Transactions on Automation Science and Engineering.Research output: Contribution to journal › Article › peer-review
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Rapid detection of hot-spots via tensor decomposition with applications to crime rate data
Zhao, Y., Yan, H., Holte, S. & Mei, Y., 2022, In: Journal of Applied Statistics. 49, 7, p. 1636-1662 27 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Real-time detection of clustered events in video-imaging data with applications to additive manufacturing
Yan, H., Grasso, M., Paynabar, K. & Colosimo, B. M., 2022, In: IISE Transactions. 54, 5, p. 464-480 17 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Anatomically Constrained Deep Learning for Automating Dental CBCT Segmentation and Lesion Detection
Zheng, Z., Yan, H., Setzer, F. C., Shi, K. J., Mupparapu, M. & Li, J., Apr 2021, In: IEEE Transactions on Automation Science and Engineering. 18, 2, p. 603-614 12 p., 9219218.Research output: Contribution to journal › Article › peer-review
4 Scopus citations
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Hybridizing Data and Model Driven Approaches for Proactive Production Control
National Science Foundation (NSF)
4/1/20 → 3/31/23
Project: Research project
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ATD: Collaborative Research: Adaptive and Rapid Spatial-temporal Threat Detection over Networks
National Science Foundation (NSF)
9/1/18 → 8/31/22
Project: Research project
Datasets
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Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning
Yan, H. (Contributor), Lee, S. (Contributor), Shi, J. (Contributor) & Zhang, C. (Contributor), figshare Academic Research System, Jan 1 2021
DOI: 10.6084/m9.figshare.12844311.v2, https://tandf.figshare.com/articles/dataset/Dynamic_Multivariate_Functional_Data_Modeling_via_Sparse_Subspace_Learning/12844311/2
Dataset
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Weakly correlated profile monitoring based on sparse multi-channel functional principal component analysis
Zhang, C. (Contributor), Lee, S. (Contributor), Yan, H. (Contributor) & Shi, J. (Contributor), figshare Academic Research System, Oct 3 2018
DOI: 10.6084/m9.figshare.6002231.v2, https://doi.org/10.6084%2Fm9.figshare.6002231.v2
Dataset
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Multiple Tensor-on-Tensor Regression: An Approach for Modeling Processes With Heterogeneous Sources of Data
Gahrooei, M. R. (Contributor), Yan, H. (Contributor), Shi, J. (Contributor) & Paynabar, K. (Contributor), figshare Academic Research System, Jan 1 2020
DOI: 10.6084/m9.figshare.11440323.v2, https://doi.org/10.6084%2Fm9.figshare.11440323.v2
Dataset
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AKM2D: An adaptive framework for online sensing and anomaly quantification
Shi, J. (Contributor), Yan, H. (Contributor) & Paynabar, K. (Contributor), figshare Academic Research System, Sep 1 2020
DOI: 10.6084/m9.figshare.10687493.v1, https://doi.org/10.6084%2Fm9.figshare.10687493.v1
Dataset
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Structured Point Cloud Data Analysis Via Regularized Tensor Regression for Process Modeling and Optimization
Yan, H. (Contributor), Pacella, M. (Contributor) & Paynabar, K. (Contributor), figshare Academic Research System, Jul 3 2019
DOI: 10.6084/m9.figshare.7881212.v1, https://doi.org/10.6084%2Fm9.figshare.7881212.v1
Dataset