Results 181 to 190 of about 4,515,780 (291)

Progrress of Communication and Broadcasting

open access: yesThe Journal of the Institute of Image Information and Television Engineers, 2005
Murakami, Hitomi   +2 more
openaire   +2 more sources

MAPFL: Modular Adaptive Personalised Federated Learning From Visual Sentiment to Physical Activity

open access: yesCAAI Transactions on Intelligence Technology, EarlyView.
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

PPEPV‐RDL: Achieving Privacy‐Preserving, Efficient, Publicly Verifiable Rational Delegation Learning

open access: yesCAAI Transactions on Intelligence Technology, EarlyView.
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

Vertex Hashing Assignment‐Based Distributed Sampling Algorithm for Large‐Scale Dynamic Graph Stream

open access: yesCAAI Transactions on Intelligence Technology, EarlyView.
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]

open access: yesSci Rep
Abdel-Fattah AR   +7 more
europepmc   +1 more source

LLM‐Powered Data Synthesis on Blockchain for Fusion Isomerism Learning in Heterogeneous Federated Systems

open access: yesCAAI Transactions on Intelligence Technology, EarlyView.
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

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