Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Shyalika, Chathurangi"'
Autor:
Prasad, Renjith, Shyalika, Chathurangi, Zand, Ramtin, Kalach, Fadi El, Venkataramanan, Revathy, Harik, Ramy, Sheth, Amit
Anomaly detection in manufacturing pipelines remains a critical challenge, intensified by the complexity and variability of industrial environments. This paper introduces AssemAI, an interpretable image-based anomaly detection system tailored for sma
Externí odkaz:
http://arxiv.org/abs/2408.02181
Rare events are occurrences that take place with a significantly lower frequency than more common regular events. In manufacturing, predicting such events is particularly important, as they lead to unplanned downtime, shortening equipment lifespan, a
Externí odkaz:
http://arxiv.org/abs/2407.01644
Rare event prediction involves identifying and forecasting events with a low probability using machine learning and data analysis. Due to the imbalanced data distributions, where the frequency of common events vastly outweighs that of rare events, it
Externí odkaz:
http://arxiv.org/abs/2309.11356
Autor:
Shyalika, Chathurangi1 (AUTHOR) jayakodc@email.sc.edu, Roy, Kaushik1 (AUTHOR) kaippilr@mailbox.sc.edu, Prasad, Renjith1 (AUTHOR) yzi@email.sc.edu, Kalach, Fadi El2 (AUTHOR) elkalach@email.sc.edu, Zi, Yuxin1 (AUTHOR) mittalpriya1321@gmail.com, Mittal, Priya1 (AUTHOR) vignar@sc.edu, Narayanan, Vignesh1 (AUTHOR), Harik, Ramy2 (AUTHOR) harik@mailbox.sc.edu, Sheth, Amit1 (AUTHOR) jayakodc@email.sc.edu
Publikováno v:
Sensors (14248220). May2024, Vol. 24 Issue 10, p3244. 25p.
Publikováno v:
SN Applied Sciences; November 2022, Vol. 4 Issue: 11
Autor:
Shyalika C; Artificial Intelligence Institute, College of Engineering and Computing, University of South Carolina, Columbia, SC 29208, USA., Wickramarachchi R; Artificial Intelligence Institute, College of Engineering and Computing, University of South Carolina, Columbia, SC 29208, USA., El Kalach F; McNair Center for Aerospace Innovation and Research, Department of Mechanical Engineering, College of Engineering and Computing, University of South Carolina, Columbia, SC 29201, USA., Harik R; McNair Center for Aerospace Innovation and Research, Department of Mechanical Engineering, College of Engineering and Computing, University of South Carolina, Columbia, SC 29201, USA., Sheth A; Artificial Intelligence Institute, College of Engineering and Computing, University of South Carolina, Columbia, SC 29208, USA.
Publikováno v:
Sensors (Basel, Switzerland) [Sensors (Basel)] 2024 Aug 02; Vol. 24 (15). Date of Electronic Publication: 2024 Aug 02.