Layer wise Scaled Gaussian Priors for Markov Chain Monte Carlo Sampled deep Bayesian neural networks. [PDF]
Jawla D, Kelleher J.
europepmc +1 more source
Tensor‐Based Reduction of Linear Parameter‐Varying State‐Space Models
ABSTRACT The linear parameter‐varying (LPV) framework is a powerful tool for controlling nonlinear (NL) and complex systems, but the conversion of NL models into LPV forms often results in high‐dimensional and overly conservative LPV models. To be able to apply control strategies, there is often a need for model reduction in order to reduce ...
Bogoljub Terzin +4 more
wiley +1 more source
A novel hybrid CLARA and fuzzy time series Markov chain model for predicting air pollution in Jakarta. [PDF]
Sunusi N, Sikib AA, Pasari S.
europepmc +1 more source
Integrating Image Segmentation and Deep Learning to Improve Radio Frequency Propagation Models
ABSTRACT This paper proposes a multi‐sensor approach to improve radio frequency (RF) propagation models, which play a key role in the rapidly expanding field of connected vehicle technology. Focusing on the 1‐ to 20‐GHz frequency range, which is critical for both satellite‐to‐vehicle and base station‐to‐vehicle communications, our study introduces a ...
Jonathan Israel +2 more
wiley +1 more source
Absorbing Markov chain model of PrEP drug adherence to estimate adherence decay rate and probability distribution in clinical trials. [PDF]
Dale R, He H, Chen Y.
europepmc +1 more source
ABSTRACT Energy dependence poses significant risks for economic development, particularly in regions that rely heavily on imported fossil fuels. This paper examines how energy dependence and energy import diversification influence economic development across 27 European Union countries between 2000 and 2022. Using IV‐GMM and panel quantile regressions,
Mehmet Pinar
wiley +1 more source
Multistate Markov chain modeling for child undernutrition transitions in Ethiopia: a longitudinal data analysis, 2002-2016. [PDF]
Begashaw GB, Zewotir T, Fenta HM.
europepmc +1 more source
ABSTRACT Property rights play a crucial role in protecting natural resources by enhancing individuals' and organizations' awareness of their responsibilities. Social globalization influences environmental sustainability by shaping consumption patterns.
Tunahan Degirmenci +4 more
wiley +1 more source
Improving predictions of rock tunnel squeezing with ensemble Q-learning and online Markov chain. [PDF]
Fard HS, Parvin H, Mahmoudi M.
europepmc +1 more source

