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Televic
INTERNSHIP - Anomaly detection in conference systems
Izegem
November 14, 2024
Televic Conference manufactures the most innovative systems for moderated meetings. Its complete range of conference solutions simplifies decision-making by improving the meeting experience. With crystal-clear sound, pristine video, and a clear focus, meetings become more efficient. From the largest international institutions over local parliaments and city councils to boardrooms: Televic Conference drives successful meetings, worldwide.
It may happen (due to different reasons) that a certain signal is not or too late received, but this is difficult to predict and detect. One could design an anomaly detector that observes data and indicates where a problem arose.
Different solutions are proposed in literature: Network anomaly detection methods (http://www.nr2.ufpr.br/~jefferson/pdf/Network_Anomaly_Detection-Methods…), Adversarially Learned Anomaly Detection (https://arxiv.org/pdf/1812.02288.pdf) and Azure multivariate anomaly detection (https://learn.microsoft.com/en-us/azure/ai-services/anomaly-detector/co…).
A literature search can be performed after which such a method can be implemented. Note that one of the largest challenges will be to reliably observe large amounts of data
- Level: Master
- Specialty: AI/ML, Anomaly detection
- Type of work: Research: 30%, Implem.: 40%, Experim.: 30%
- Location: Televic, University
- Type of activities: Design, Literature Study, Implementation, experimenting, Programming
- Number of students: 1 or 2
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