4 citations · 9 across the 4 of their papers we have counts for
4 papers
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…
Predicting Audio Advertisement Quality
Samaneh Ebrahimi, Hossein Vahabi, Matthew Prockup +1
Online audio advertising is a particular form of advertising used abundantly in online music streaming services. In these platforms, which tend to host tens of thousands of unique…
Inertial Regularization and Selection (IRS): Sequential Regression in High-Dimension and Sparsity
Chitta Ranjan, Samaneh Ebrahimi, Kamran Paynabar
In this paper, we develop a new sequential regression modeling approach for data streams. Data streams are commonly found around us, e.g in a retail enterprise sales data is contin…
Sequence Graph Transform (SGT): A Feature Embedding Function for Sequence Data Mining
Chitta Ranjan, Samaneh Ebrahimi, Kamran Paynabar
Sequence feature embedding is a challenging task due to the unstructuredness of sequence, i.e., arbitrary strings of arbitrary length. Existing methods are efficient in extracting…