Weight Status Transitions and Validation of an Obesity Model for Aboriginal and Torres Strait Islander Children and Adolescents. [PDF]
Med Decis MakingLung T +8 more
europepmc +1 more source
Unsupervised Work Behavior Pattern Extraction Based on Hierarchical Probabilistic Model
IEEJ Transactions on Electrical and Electronic Engineering, Volume 21, Issue 5, Page 693-703, May 2026.In this study, we address the challenge of analyzing worker behaviors in high‐mix, low‐volume production environments, where traditional supervised learning methods struggle owing to the lack of labeled data and task variability among workers. To overcome these issues, we propose a novel hierarchical approach for unsupervised behavior pattern ...
Issei Saito +5 more
wiley +1 more source
Assessment of the Risk of Failure in Electric Power Supply Systems for Railway Traffic Control Devices. [PDF]
Sensors (Basel)Ciszewski T +5 more
europepmc +1 more source
Hidden Markov Models for Bounded, Inflated Time Series: Forecasting Icing on Wind Turbine Blades
Wind Energy, Volume 29, Issue 5, May 2026.ABSTRACT Time series analysis of icing‐induced power loss in wind turbines pose several challenges: the response is bounded, serially dependent, intermittently missing, highly dispersed, and often inflated at a single value. We address these challenges with discrete‐time hidden Markov models for a discrete‐continuous process assumed to follow a mixture
Albert S. Bisgaard +3 more
wiley +1 more source
Dynamic Resting-State Network Markers of Disruptive Behavior Problems in Youth. [PDF]
Biol Psychiatry Glob Open SciShappell HM +8 more
europepmc +1 more source
New opportunities for grassland species in warming temperate winters
Functional Ecology, Volume 40, Issue 5, Page 1138-1150, May 2026.Read the free Plain Language Summary for this article on the Journal blog. Abstract Temperate winters are getting warmer, the length of the growing season is increasing and mid‐winter fluctuations of warm and freezing temperatures are more frequent. Although typically winter dormant, some herbaceous perennials can maintain or grow green leaves during ...
F. Curtis Lubbe +3 more
wiley +1 more source
The Hypno-PC: uncovering sleep dynamics through principal component analysis and hidden Markov modeling of electrophysiological signals. [PDF]
SleepGuendelman M, Shriki O.
europepmc +1 more source
Journal of Applied Ecology, Volume 63, Issue 5, May 2026.These case studies suggest that both seed‐based and seedling‐based approaches can restore pairwise species interactions to a similar extent. The seedling‐based method, although more expensive, provides immediate visual impact by directly introducing canopy‐forming species into the system.
Johannes Hirn +10 more
wiley +1 more source
Incorporating sparse labels into hidden Markov models using weighted likelihoods improves accuracy and interpretability in biologging studies. [PDF]
PLoS OneSidrow E +6 more
europepmc +1 more source
Molecular Ecology Resources, Volume 26, Issue 4, May 2026.ABSTRACT Spiders are renowned for their ecological versatility and silk‐based innovations in materials science, yet marine environments remain virtually uncolonized by this predominantly terrestrial lineage. A striking exception is the obligate intertidal spider genus Desis, whose members have evolved extraordinary physiological and behavioural ...
Fan Li +11 more
wiley +1 more source