cs.DB · 2026-10-05 · No. 134
Databases, 2026-10-05.
1 new papers in cs.DB. Titles, authors,
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01 — The papers
1 entries-
01
TSGuard: A Real-Time Framework for Detecting and Imputing Missing Data in Streaming Time Series
Imane Hocine, Asma Abboura, Soror Sahri, Abhijith Senthilkumar, Yacine Hakimi, Grégoire Danoy
cs.DB · cs.HC · cs.IR · cs.LG
Streaming sensor applications routinely suffer from delayed or missing observations caused by faults, communication losses, or environmental interference. Although recent imputation methods exploit temporal and spatial dependencies effectively, most either assume offline access to future observations or prioritize throughput without enforcing domain plausibility. We present TSGuard, a real-time demonstration system for monitoring, validating,...
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