Effects of Two Buckwheat Varieties on the Behavioral Choice of <i>Frankliniella intonsa</i> in Sunflower Field. [PDF]
Yang H +8 more
europepmc +1 more source
Enterprise Network Security Using Few‐Shot Meta‐Learning
This paper involves a few‐shot learning study that uses model‐agnostic meta‐learning. A meta‐dataset was curated by combining six benchmark network intrusion detection datasets by parsing network traffic data from PCAP files. An MAML model performs meta‐training, validation and meta‐testing before and after fine‐tuning.
Sushant Jain +4 more
wiley +1 more source
A Benchmark Dataset for Machine Learning Surrogates of Pore-Scale CO<sub>2</sub>-Water Interaction. [PDF]
Abdellatif A +4 more
europepmc +1 more source
Boosted unsupervised feature selection for tumor gene expression profiles
Abstract In an unsupervised scenario, it is challenging but essential to eliminate noise and redundant features for tumour gene expression profiles. However, the current unsupervised feature selection methods treat all samples equally, which tend to learn discriminative features from simple samples.
Yifan Shi +5 more
wiley +1 more source
Nitrogen Enables Superior Strength-Ductility Synergy in Ultra-Low Carbon Steel via Copious Interphase Precipitation and Grain Refinement. [PDF]
Zhu Q +13 more
europepmc +1 more source
Progressive Colour Equalisation and Detail Refinement for Underwater Image Enhancement
ABSTRACT Underwater image enhancement remains a critical challenge in computational vision due to complex distortions caused by wavelength‐dependent light absorption and scattering. This paper introduces CEDFNet, a novel two‐stage framework that leverages advanced computational intelligence techniques for robust and high‐fidelity underwater image ...
Songbai Liu, Jiacheng Huang
wiley +1 more source
Speed, slope, and synchrony: Empirical insights into SAR searcher behavior. [PDF]
Hashimoto A, Aung E, Koester R, Abaid N.
europepmc +1 more source
ABSTRACT Accurate segmentation of colorectal polyps is essential for early colorectal cancer screening, yet remains challenging due to weak foreground–background contrast, disrupted boundaries caused by specular reflections and intestinal folds, and pronounced scale variation among polyps. These factors make it difficult for existing methods to jointly
Tianxu Yan +8 more
wiley +1 more source
Magnetic coupling transforms random snapping into ordered sequences in soft metamaterials. [PDF]
Sun H +7 more
europepmc +1 more source

