4 citations · 23 across the 17 of their papers we have counts for
4 papers · 1 filter
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…
Robust multiple change-point detection for multivariate variability using data depth
Kelly Ramsay, Shoja'eddin Chenouri
In this paper, we introduce two robust, nonparametric methods for multiple change-point detection in the variability of a multivariate sequence of observations. We demonstrate that…
Detection of Change Points in Piecewise Polynomial Signals Using Trend Filtering
Reza V. Mehrizi, Shojaeddin Chenouri
While many approaches have been proposed for discovering abrupt changes in piecewise constant signals, few methods are available to capture these changes in piecewise polynomial si…
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…