IEEE

Secure and Robust Joint Source-Channel Coding With Semantic Clustering and Adversarial Purification

Abstract: Vision Transformer (ViT) and Swin Transformer have attracted significant attention in the fields of deep learning-based joint source-channel coding (JSCC) and semantic communication due to ...

BigQuery at Warp Speed: 5 Practical Tips for AI-Driven Queries

BigQuery is a monster at scale on loading big volumes of data but processing that output real-time into an AI model requires ...
Frontiers

Accounting for clustering for self-reported outcomes in the design and analysis of population-based surveys: A case study of estimation of prevalence of epilepsy in Nairobi, Kenya

Population-based surveys are common for estimation of important public health metrics such as prevalence. Often, survey data tend to have a hierarchical structure where households are clustered within ...
BMJ

Analysis and prediction of cardiovascular research hotspots, trends and interdisciplinarity

Objective Comprehensive data and analyses on cardiovascular research could clarify recent research trends for the academic community and facilitate policy development. We examined publications and ...
IEEE

Signed Diverse Multiplex Networks: Clustering and Inference

Abstract: The paper introduces a Signed Generalized Random Dot Product Graph (SGRDPG) model, which is a variant of the Generalized Random Dot Product Graph (GRDPG), where, in addition, edges can be ...