12 citations · 17 across the 22 of their papers we have counts for
4 papers · 1 filter
Large Multistream Data Analytics for Monitoring and Diagnostics in Manufacturing Systems
Samaneh Ebrahimi, Chitta Ranjan, Kamran Paynabar
The high-dimensionality and volume of large scale multistream data has inhibited significant research progress in developing an integrated monitoring and diagnostics (M&D) approach…
Dataset: Rare Event Classification in Multivariate Time Series
Chitta Ranjan, Mahendranath Reddy, Markku Mustonen +2
A real-world dataset is provided from a pulp-and-paper manufacturing industry. The dataset comes from a multivariate time series process. The data contains a rare event of paper br…
Structured Point Cloud Data Analysis via Regularized Tensor Regression for Process Modeling and Optimization
Hao Yan, Kamran Paynabar, Massimo Pacella
Advanced 3D metrology technologies such as Coordinate Measuring Machine (CMM) and laser 3D scanners have facilitated the collection of massive point cloud data, beneficial for proc…
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…