The "Information Paradox" in crime prevention: how spatial context and age moderate the impact of safety advisories on residents' perception of safety. [PDF]
Wang Z.
europepmc +1 more source
Progrress of Communication and Broadcasting
Murakami, Hitomi +2 more
openaire +2 more sources
MAPFL: Modular Adaptive Personalised Federated Learning From Visual Sentiment to Physical Activity
ABSTRACT Human‐centric sensing tasks such as visual sentiment analysis and smartphone‐based human activity recognition (HAR) exhibit strong client heterogeneity from feature, label, and concept shifts. Among these, concept shift—how individual users interpret and generate human‐centric signals—is particularly challenging yet underexplored in federated ...
Chang Liu +4 more
wiley +1 more source
ENCORE: an energy-efficient cluster-based multi-hop routing framework for WNSNs in IoNT. [PDF]
Yuvaraj M, Sivaprakash S.
europepmc +1 more source
PPEPV‐RDL: Achieving Privacy‐Preserving, Efficient, Publicly Verifiable Rational Delegation Learning
ABSTRACT Delegation learning is an implementation approach within privacy‐preserving machine learning (PPML). It refers to that the delegator outsources the training task to servers with strong computing power due to its own limited computing resources, and the servers return the correct training results and get the service revenue.
Xinyu Zhang +4 more
wiley +1 more source
Intermodulation Component-Based Authentication for Civilian GNSS Signals. [PDF]
Yuan M, Lin H, Liu J, Ma C, Tang X.
europepmc +1 more source
Vertex Hashing Assignment‐Based Distributed Sampling Algorithm for Large‐Scale Dynamic Graph Stream
ABSTRACT In recent years, research on triangle counting in large graphs has primarily focused on estimating the number of triangles in static graphs. Most streaming graph sampling algorithms are only capable of estimating triangle counts in static graphs and cannot handle dynamic graphs.
Yu‐Lin He +3 more
wiley +1 more source
YOLOv8 computer vision for automated offside detection in professional football validated through supervised learning. [PDF]
Abdel-Fattah AR +7 more
europepmc +1 more source
Reports and recommendations of the ... International Broadcast News Workshop
International Broadcast News Workshop
core
ABSTRACT Severe data starvation, architectural heterogeneity and Byzantine vulnerabilities fundamentally impede the deployment of robust multiclass classification models in decentralised edge environments. To address these intertwined challenges, we propose fusion isomerism learning (FusionIL), a secure and domain‐agnostic framework that ...
Zhihao Hao +5 more
wiley +1 more source

