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Deep Multistage Multi-Task Learning for Quality Prediction of Multistage Manufacturing Systems


May 17, 2021
Hao Yan, Nurretin Dorukhan Sergin, William A. Brenneman, Stephen Joseph Lange, Shan Ba

* Accepted by Journal of Quality Technology 

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Filters for ISI Suppression in Molecular Communication via Diffusion


Apr 29, 2021
Ruifeng Zheng, Lin Lin, Hao Yan


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Partially Observable Online Change Detection via Smooth-Sparse Decomposition


Sep 22, 2020
Jie Guo, Hao Yan, Chen Zhang, Steven Hoi

* 48 pages 

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Automatic Storage Structure Selection for hybrid Workload


Aug 15, 2020
Hongzhi Wang, Yan Wei, Hao Yan


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Long-Short Term Spatiotemporal Tensor Prediction for Passenger Flow Profile


Apr 23, 2020
Ziyue Li, Hao Yan, Chen Zhang, Fugee Tsung


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Real-time Detection of Clustered Events in Video-imaging data with Applications to Additive Manufacturing


Apr 23, 2020
Hao Yan, Marco Grasso, Kamran Paynabar, Bianca Maria Colosimo


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Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction


Dec 11, 2019
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan, Chen Zhang, Fugee Tsung

* Accepted at AAAI 2020 

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High-dimensional Nonlinear Profile Monitoring based on Deep Probabilistic Autoencoders


Nov 01, 2019
Nurettin Sergin, Hao Yan


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AKM$^2$D : An Adaptive Framework for Online Sensing and Anomaly Quantification


Oct 04, 2019
Hao Yan, Kamran Paynabar, Jianjun Shi

* Under review in IISE Transaction 

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Dynamic Network Embedding via Incremental Skip-gram with Negative Sampling


Jun 09, 2019
Hao Peng, Jianxin Li, Hao Yan, Qiran Gong, Senzhang Wang, Lin Liu, Lihong Wang, Xiang Ren

* Accepted by China Science Information Science. arXiv admin note: text overlap with arXiv:1811.05932 by other authors 

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Structured Point Cloud Data Analysis via Regularized Tensor Regression for Process Modeling and Optimization


Jul 30, 2018
Hao Yan, Kamran Paynabar, Massimo Pacella

* Technometrics, submitted 

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Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning


Apr 11, 2018
Chen Zhang, Hao Yan, Seungho Lee, Jianjun Shi


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