Unsupervised Time‐Event Probabilistic Classification Using Large Panels of Time Series
ABSTRACT This study presents a framework to perform unsupervised time‐event probabilistic classification using time series data of large cross‐sectional dimension. These datasets often exhibit complexities such as non‐linearities, structural breaks, asynchronicity, missing data, and outliers; which hampers their analysis and modeling.
Máximo Camacho +2 more
wiley +1 more source
Gut microbiome composition and strain-sharing in multiplex autism spectrum disorder families. [PDF]
Lu W +15 more
europepmc +1 more source
Promotion of 211 MAX Phase Formation through Bismuth A‐Site Solid Solution in Ti2(Al1‐xBix)C
Bi incorporation in the Ti–Al–C system stabilizes the 211 MAX phase across a wide synthesis window, suppressing competing 312 formation. The resulting Ti2(Al1‐xBix)C enables robust and scalable production of phase‐pure 211 precursors, while preserving the structural and functional characteristics of derived MXenes, demonstrating a practical route to ...
Yiftach Kushnir +11 more
wiley +1 more source
Immune dysregulation, apoptosis impairment, and enhanced seroreactivity to Anisakis simplex in Crohn's disease: interplay of IL-7/IL-7R signalling and CD132 deficiency [PDF]
Cuéllar C +12 more
europepmc +1 more source
The liverwort genus Metzgeria (Jungermanniopsida) in Europe – An integrative taxonomic update
Abstract Species delimitation in liverworts, such as Metzgeria, is hampered by their limited morphology and hence morphologically determined specimens often turn out to belong to other taxa using molecular data. Metzgeria is a simple thalloid liverwort genus with over 100 species and a worldwide distribution. Seven species are listed to occur in Europe.
Julia Bechteler +3 more
wiley +1 more source
This study presents an integrated framework linking six foundational elements of water resources management: watershed modeling, surrogate modeling, optimization, artificial intelligence, decision support systems, and monitoring. The synthesis highlights how connecting these traditionally separate domains fosters smarter, adaptive, and data‐driven ...
Hoda S. Razavi +5 more
wiley +1 more source
Developmental and geographic transcriptomic variation in Anisakis simplex (s. s.) reveals lncRNA-mediated regulation of mRNA expression. [PDF]
Stryiński R +3 more
europepmc +1 more source
Text Mining in Bibliometrics and Science Mapping: A Methodological Review
Text mining has become a foundational component of contemporary bibliometrics and science mapping, enabling systematic analysis of the semantic structure, thematic evolution, and cognitive organization of scientific fields. Integrating textual evidence with relational indicators enriches knowledge maps and supports more comprehensive, content‐sensitive
Michelangelo Misuraca
wiley +1 more source
The Incidence of Neonatal Herpes Simplex Virus Infections in the United States: 2019. [PDF]
Pooser M +8 more
europepmc +1 more source
Proteomics reveal Chaetoceros simplex‐evolved populations adopt a conservative, resource‐recycling strategy when exposed to above‐optimal temperatures. This involves downregulating biosynthesis, which helps the organism withstand heat stress. However, this strategy may limit their ability to adapt to high temperatures in environments with low nitrate ...
María Aranguren‐Gassis +6 more
wiley +1 more source

