When data sharing is an answer and when (often) it is not: Acknowledging data‐driven, non‐data, and data‐decentered cultures
Sign Up to like & getrecommendations! Published in 2024 at "Journal of the Association for Information Science and Technology"
DOI: 10.1002/asi.24957
Abstract: Contemporary research and innovation policies and advocates of data‐intensive research paradigms continue to urge increased sharing of research data. Such paradigms are underpinned by a pro‐data, normative data culture that has become dominant in the… read more here.
Keywords: data decentered; data sharing; culture; non data ... See more keywords
Non-Data Aided Rician Parameters Estimation in Temporal Fading Channel With 3 DoFs Gaussian Mixture Model
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DOI: 10.1109/access.2019.2903931
Abstract: Rician distribution has been widely utilized to describe wireless fading channel. In the non-stationary temporal fading channel like industrial scenarios, both the specular and scattered components of the multi-path fading channel will be time varying.… read more here.
Keywords: non data; data aided; mixture model; fading channel ... See more keywords
Privacy Threat and Defense for Federated Learning With Non-i.i.d. Data in AIoT
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3073925
Abstract: Under the needs of processing huge amounts of data, providing high-quality service, and protecting user privacy in artificial intelligence of things (AIoT), federated learning (FL) has been treated as a promising technique to facilitate distributed… read more here.
Keywords: privacy threat; federated learning; non data; privacy ... See more keywords