Optimal deep learning activity recognition pipeline using animal bio‐logging data
Abstract Animal activity recognition using supervised machine learning on bio‐logging data has revolutionized behavioural studies on wildlife and livestock over the past decade. These studies' analytic pipelines differ substantially though, being based on various sensors, features, algorithms and hyperparameter values, which has caused suboptimal or ...
Jasper A. J. Eikelboom
wiley +1 more source
Iris RESTful Server and IrisTileSource: An Iris implementation for existing OpenSeaDragon viewers. [PDF]
Landvater RE +3 more
europepmc +1 more source
Forking anatomy: How MorphoDepot applies the open‐source development model to 3D digital morphology
Abstract The increasing use of 3D imaging technologies in biological sciences is generating vast repositories of anatomical data, yet significant barriers prevent these data from reaching its full potential in educational and collaborative contexts.
A. Murat Maga +7 more
wiley +1 more source
Democratising high performance computing for bioinformatics through serverless cloud computing: A case study on CRISPR-Cas9 guide RNA design with Crackling Cloud. [PDF]
Bradford J +7 more
europepmc +1 more source
Abstract This study develops an explainable machine learning model to predict cryptocurrency delistings using Binance data. It combines quantitative indicators (price, volume) with qualitative data from real‐time news and Reddit. Latent Dirichlet Allocation (LDA) is used to extract topic trends and community reactions, which are transformed into time ...
Sungju Yang, Hunyeong Kwon
wiley +1 more source
Cheminformatics Microservice V3: a web portal for chemical structure manipulation and analysis. [PDF]
Rajan K +5 more
europepmc +1 more source
Using large language models to analyze political texts through natural language understanding
Abstract Large language models (LLMs) offer scalable alternatives to human experts when analyzing political texts for meaning, using natural language understanding (NLU). Qualitative NLU methods relying on human experts are severely limited by cost and scalability.
Kenneth Benoit +4 more
wiley +1 more source
Carapics: A Web-based Platform for Semi-quantitative Analysis of Structural Change in Biological Samples. [PDF]
Dickinson GH +6 more
europepmc +1 more source
The prognostic utility of the pulmonary artery pulsatility and aortic pulsatility index in patients with heart failure: A systematic review. [PDF]
Albdour Z +6 more
europepmc +1 more source
<i>parsomics</i>: a data-driven framework for metagenomics data integration powered by a local relational database. [PDF]
de Azevedo PS +5 more
europepmc +1 more source

