A two-phase hybrid clustering framework exploring transitional activities in HAR
Human Activity Recognition (HAR) using data streams from wearable sensors is challenging due to high data dimensionality, noise, and the lack of labeled data in unsupervised settings.
Martin Woo +3 more
doaj +1 more source
Limited contribution by non‐volant small mammals to regeneration in ironstone rocky outcrops
Abstract Introduction Animal‐mediated seed dispersal contributes substantially to natural regeneration in degraded areas. However, the role of seed dispersal by non‐volant small mammals (NVSM), mainly marsupials and rodents, in contributing to regeneration remains underexplored, especially in mountaintop, open‐canopy ecosystems.
Maria Fernanda Regiolli Godoi +3 more
wiley +1 more source
Abstract Recent advances in deep learning have transformed seismic monitoring, yet most existing methods remain task‐specific and data‐limited, restricting performance on challenging scenarios and generalization to unseen data. Large‐scale pretraining has addressed similar limitations in other fields, but its application to seismic data faces ...
Wang Xinghao +7 more
wiley +1 more source
Robust Inverse Material Design With Physical Guarantees Using the Voigt‐Reuss Net
ABSTRACT We apply the Voigt‐Reuss net, a spectrally normalized neural surrogate introduced in [38], for forward and inverse mechanical homogenization with a key guarantee that all predicted effective stiffness tensors satisfy Voigt‐Reuss bounds in the Löwner sense during training, inference, and gradient‐driven optimization.
Sanath Keshav, Felix Fritzen
wiley +1 more source
Metabolite correlation-based network analysis combined with machine learning techniques highlights LOX biosynthesis in Vanilla planifolia and Vanilla pompona source leaves. [PDF]
Toubiana D +3 more
europepmc +1 more source
Chemical diversity and species differentiation in Brazilian Vanilla: insights from LC-HRMS/MS metabolomics. [PDF]
Lima GS +10 more
europepmc +1 more source
Sensory Evaluation of Vanillin Obtained by Fungi in the Solid-State Fermentation from Agri-Food Industry By-Products. [PDF]
Szczepańska E, Łyczko J, Olejniczak T.
europepmc +1 more source
The Impact of Reduced Nitrogen Fertilizer Application and <i>Arbuscular mycorrhizal fungi</i> Inoculation on Nitrogen Utilization in Intercropped <i>Areca catechu</i> L. and <i>Vanilla planifolia</i> Andrews. [PDF]
Zhuang H +7 more
europepmc +1 more source
ZeroGEN: leveraging language models for zero-shot ligand design from protein sequences. [PDF]
Chen Y +5 more
europepmc +1 more source

