70 citations · 84 across the 13 of their papers we have counts for
3 papers · 1 filter
A novel approach for fusion of heterogeneous sources of data
Mostafa Reisi Gahrooei, Hao Yan, Kamran Paynabar +1
With advancements in sensor technology, a heterogeneous set of data, containing samples of scalar, waveform signal, image, or even structured point cloud are becoming increasingly…
Dynamic Multivariate Functional Data Modeling via Sparse Subspace Learning
Chen Zhang, Hao Yan, Seungho Lee +1
Multivariate functional data from a complex system are naturally high-dimensional and have complex cross-correlation structure. The complexity of data structure can be observed as…
Tensor Mixed Effects Model with Applications in Nanomanufacturing Inspection
Xiaowei Yue, Jin Gyu Park, Zhiyong Liang +1
Raman mapping technique has been used to perform in-line quality inspections of nanomanufacturing processes. In such an application, massive high-dimensional Raman mapping data wit…