Network Latency Estimation for Telesurgery Using Deep Reinforcement Learning
SmartBot, EarlyView.Overview of the proposed two‐stage deep reinforcement learning framework for network latency prediction in telesurgery. The pipeline includes data collection from simulated catheter navigation sessions (Philippines–Botswana), feature engineering, DQN‐based direction prediction (85.8% accuracy), direction‐to‐value transformation, and value forecasting ...
Bakang Kgopolo +2 more
wiley +1 more source
FedPome: federated deep learning for real-time pomegranate disease classification. [PDF]
Front Plant SciS L +5 more
europepmc +1 more source
Better on Average? Average Inflation Targeting With an Unclear Averaging Window
Southern Economic Journal, EarlyView.ABSTRACT Average inflation targeting (AIT) aims to stabilize inflation expectations by offsetting past deviations from target. However, ambiguity about the averaging window can complicate expectations formation and reduce policy effectiveness. This paper integrates AIT into a benchmark DSGE model, incorporating adaptive learning and a signal extraction
James Dean
wiley +1 more source
Southern Economic Journal, EarlyView.ABSTRACT This paper examines the economic mechanisms underlying persistent price gaps between products marketed to women and men, which is often referred to as the “Pink Tax.” Using NielsenIQ scanner data on toothbrushes, we provide evidence of gendered price differentials and analyze two mechanisms central to the literature: gender‐based price ...
Rong Zhang, Yu Yvette Zhang
wiley +1 more source
TeleZK-FL: enabling trustless and verifiable remote patient monitoring via quantized zero-knowledge federated learning. [PDF]
Front Digit HealthJayaraman P, Delhibabu R.
europepmc +1 more source
Alignment of Agile and Modular Open Systems Approach (MOSA) Principles in Systems Engineering
Systems Engineering, EarlyView.ABSTRACT Organizations have consistently sought faster and more efficient methods for producing and delivering products. Agile principles offer essential guidance for shaping their policies and practices. The Agile Manifesto (AM) outlines 12 core principles for guiding software development but can also be applied in other contexts.
Terry Plonsky, Daniel R. Herber
wiley +1 more source
Dietary inflammatory index in patients with chronic kidney disease under conservative treatment at a university hospital in Rio de Janeiro, Brazil. [PDF]
J Bras NefrolLadeira KC +3 more
europepmc +1 more source
PFL-NON-IID Framework: Evaluating MOON Algorithm on Handling Non-IID Data Distributions
, 2023 Sheng Chen +3 more
openaire +1 more source
MAPFL: Modular Adaptive Personalised Federated Learning From Visual Sentiment to Physical Activity
CAAI 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