Results 191 to 200 of about 1,704,441 (287)

Optimization of cross-institutional medical federated learning framework driven by confidential computing. [PDF]

Sci Rep
Xu F, Wei X, Zhao Z, Sun P.
europepmc   +1 more source

FBLG: A Local Graph Based Approach for Handling Dual Skewed Non-IID Data in Federated Learning

FBLG: A Local Graph Based Approach for Handling Dual Skewed Non-IID Data in Federated ...
X Fan (7674161), H Luo (7754681), Xiao Liu (13082469), Y Li (4701352), Y Xu (7355780)   +4 more
core  

Beyond Inflation: The Adequacy of Out‐of‐Home Care Allowances in Australia

Australian Economic Review, EarlyView.
ABSTRACT Research Question This study examines whether home‐based (foster, kinship or relative) out‐of‐home care (OOHC) allowances in New South Wales, Australia, adequately reflect the contemporary costs of caring for children. Research Findings We find that real median expenditure among families with children increased by 23%–30% between 2006 and 2022,
Ou Yang, Ron Fisher, Karinna Saxby, Jongsay Yong, Yuting Zhang   +4 more
wiley   +1 more source

Robust federated learning for UAV object detection: a joint self-distillation and drift compensation approach. [PDF]

Front Neurorobot
Hangsun Y, Jiang C, Zhang Z, Ouyang H, Chen P.   +4 more
europepmc   +1 more source

Not all Temperature Shocks are Alike: Disentangling Heat and High Temperature Shocks and Their Effects on Inflation in Australia

Economic Record, EarlyView.
We study the effects of heat and high temperature shocks on inflation in Australia using monthly, state‐level temperature anomaly data via two stages. In the first stage, we decompose temperature anomalies into orthogonal components using a structural vector autoregression with long‐run restrictions.
Tan Dat Huynh, Mengheng Li
wiley   +1 more source

A Privacy-Preserving Artificial Intelligence-Driven Sensing System for Distributed Multimodal Risk Detection. [PDF]

Sensors (Basel)
Zhu Y, Song Y, Xuan Y, Song Y, Pu J, Li J, Li M.   +6 more
europepmc   +1 more source

The importance of considering regimes in long‐term asset allocation to real estate

Real Estate Economics, EarlyView.
Abstract We investigate the long‐term, regime‐dependent asset allocation of an investor's wealth in a mixed‐asset portfolio that includes publicly traded real estate. We show that augmenting standard VAR models with Markov‐switching features not only improves predictive power for asset returns but also introduces economically meaningful horizon effects
Massimo Guidolin, Mingwei (Max) Liang, Milena Petrova   +2 more
wiley   +1 more source

Data-driven predictive maintenance of induction motors using self-supervised and federated learning on noisy current and vibration signals. [PDF]

Sci Rep
Gopalakrishnan T, Shanmugasundaram N, Simon D, Chan CK, Sonawane C, Dixit S, Bongale A.   +6 more
europepmc   +1 more source

Graph‐Laplacian modeling of spatiotemporal effects for house price estimation

Real Estate Economics, EarlyView.
Abstract Many variables involve the modeling of spatial effects, and their dynamics over time. This article presents a linear model in which spatiotemporal random effects are modeled by graph‐Laplacians. A graph‐Laplacian flexibly encodes adjacency in both space and time, in our case not depending on unknown parameters. The graph‐Laplacian can be input
Willem P Sijp, Marc K. Francke
wiley   +1 more source

Privacy-preserving federated learning with optimized ensemble weighting and knowledge distillation for COVID-19 detection from non-IID medical imaging data. [PDF]

Sci Rep
Annan R, Qin H, Newman R, Siddula M, Qingge L.   +4 more
europepmc   +1 more source