Dual-Path Adaptive Diffusion Network for Robust Out-of-Tank Ethanol Concentration Prediction in Industrial Fermentation Under Incomplete Data Scenarios
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2025.3629857
Abstract: In batch processes, sensor failures and communication errors usually generate substantial incomplete process data. Effectively using such incomplete data remains a challenge for data-driven modeling of complex batch reaction processes. Existing data-driven approaches typically impute… read more here.
Keywords: incomplete data; dual path; adaptive diffusion; prediction ... See more keywords
Rumor Source Detection With Multiple Observations Under Adaptive Diffusions
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2020.3022621
Abstract: Recent work, motivated by anonymous messaging platforms, has introduced adaptive diffusion protocols which can obfuscate the source of a rumor: a “snapshot adversary” with access to the subgraph of “infected” nodes can do no better… read more here.
Keywords: source detection; detection multiple; multiple observations; source ... See more keywords