Robust federated learning for cloud environments using evolutionary optimization and blockchain. [PDF]
Panimalar SP, Gunasundari S.
europepmc +1 more source
Argumentation strategies in party competition
Abstract Political parties' rhetorical strategies play a crucial role in shaping public opinion and electoral outcomes. To gain insight into what kind of arguments parties present to the public, and under what conditions, we develop a model of argumentation where parties compete to persuade voters before engaging in platform competition.
Catherine Hafer +2 more
wiley +1 more source
A Bayes factor framework for unified parameter estimation and hypothesis testing
Abstract The Bayes factor, the data‐based updating factor of the prior to posterior odds of two hypotheses, is a natural measure of statistical evidence for one hypothesis over the other. We show how Bayes factors can also be used for parameter estimation.
Samuel Pawel
wiley +1 more source
Randomized Trial Shows Smartphone Support App for DWI Offenders and Their Families Reduced Alcohol Use and Ignition Interlock Device Lockouts. [PDF]
Woodall WG +7 more
europepmc +1 more source
Abstract The stationary autoregressive model forms an important base of time‐series analysis in today's psychology research. Diverse nonstationary extensions of this model are developed to capture different types of changing temporal dynamics. However, researchers do not always have a solid theoretical base to rely on for deciding a‐priori which of ...
Yong Zhang +4 more
wiley +1 more source
DualMask: Federated optimization of privacy-utility-efficiency trilemma via orthogonal gradient perturbation and RL-optimized PSO. [PDF]
Zhou W, Li C, Li R, Huang D.
europepmc +1 more source
Federated Random Forest on Non-IID Data
Penjan Antonio Eng Lim, Cheong-Hee Park
openaire +1 more source
Power priors for latent variable mediation models under small sample sizes
Abstract Latent variable models typically require large sample sizes for acceptable efficiency and reliable convergence. Appropriate informative priors are often required for gainfully employing Bayesian analysis with small samples. Power priors are informative priors built on historical data, weighted to account for non‐exchangeability with the ...
Lihan Chen +2 more
wiley +1 more source
BHFVAL: Block chain-Enabled Hierarchical Federated Variational Auto encoder Framework for Secure Intrusion Detection in Vehicular Networks. [PDF]
Visuvanathan GE, Sayeed MS, Yogarayan S.
europepmc +1 more source
We analyse the geological processes of a coastal embayment in the Kattegat. Using high‐resolution seismic data and sediment cores, we describe a geological evolution from glacial to shallow marine stages with a variety of preserved facies from different depositional settings, including glacio‐lacustrine, telmatic, limnic and coastal environments.
Katrine Juul Andresen +8 more
wiley +1 more source

