3 citations · 8 across the 5 of their papers we have counts for
8 papers
Functional Boxplots for Outlier Detection in Additive Manufacturing
Ahmad Mozaffari, Shojaeddin Chenouri, Ehsan Toyserkani +1
Additive manufacturing (AM), also known as 3D printing, is one of the most promising digital manufacturing technologies, thanks to its potential to produce highly complex geometrie…
Robust nonparametric hypothesis tests for differences in the covariance structure of functional data
Kelly Ramsay, Shojaeddin Chenouri
We develop a group of robust, nonparametric hypothesis tests which detect differences between the covariance operators of several populations of functional data. These tests, calle…
Valid Post-Detection Inference for Change Points Identified Using Trend Filtering
Reza Valiollahi Mehrizi, Shojaeddin Chenouri
There are many research works and methods about change point detection in the literature. However, there are only a few that provide inference for such change points after being es…
Differentially private depth functions and their associated medians
Kelly Ramsay, Shoja'eddin Chenouri
In this paper, we investigate the differentially private estimation of data depth functions and their associated medians. We introduce several methods for privatizing depth values…
A non-alternating graph hashing algorithm for large scale image search
Sobhan Hemati, Mohammad Hadi Mehdizavareh, Shojaeddin Chenouri +1
In the era of big data, methods for improving memory and computational efficiency have become crucial for successful deployment of technologies. Hashing is one of the most effectiv…
Statistical Monitoring of the Covariance Matrix in Multivariate Processes: A Literature Review
Mohsen Ebadi, Shoja'eddin Chenouri, Dennis K. J. Lin +1
Monitoring several correlated quality characteristics of a process is common in modern manufacturing and service industries. Although a lot of attention has been paid to monitoring…