Experimental credit.

EMBO Rep

EMBO, Heidelberg, Germany.

Published: March 2024

asks authors to post source data of every key experiment. A free platform and curation support ensures this data archiving service does not become a chore. Figure panel authorship allows scientists to claim their experiments for transparency, credit and accountability.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10933310PMC
http://dx.doi.org/10.1038/s44319-024-00105-wDOI Listing

Publication Analysis

Top Keywords

experimental credit
4
credit asks
4
asks authors
4
authors post
4
post source
4
source data
4
data key
4
key experiment
4
experiment free
4
free platform
4

Similar Publications

Recycling waste glass (WG) can be time-consuming, costly, and impractical. However, its incorporation into concrete significantly reduces environmental impact and carbon emissions. This paper introduces machine learning (ML) to civil engineering to optimise WG utilisation in concrete, supporting sustainability objectives.

View Article and Find Full Text PDF

NATE: Non-pArameTric approach for Explainable credit scoring on imbalanced class.

PLoS One

December 2024

Department of Industrial & Management Engineering, Korea National University of Transportation, Chungju, South Korea.

Credit scoring models play a crucial role for financial institutions in evaluating borrower risk and sustaining profitability. Logistic regression is widely used in credit scoring due to its robustness, interpretability, and computational efficiency; however, its predictive power decreases when applied to complex or non-linear datasets, resulting in reduced accuracy. In contrast, tree-based machine learning models often provide enhanced predictive performance but struggle with interpretability.

View Article and Find Full Text PDF
Article Synopsis
  • Unintended pregnancies are associated with increased mental health risks, particularly for women, who experience higher levels of psychological distress, chronic pain, and death fantasies compared to those with intended pregnancies.
  • The study analyzed responses from over 7,000 women and 1,700 men, examining various conception methods and their impact on mental health before and after childbirth.
  • Additionally, men undergoing fertility treatments, especially those using scheduled intercourse or insemination, also exhibited significant mental health challenges, highlighting the need for support in these populations.
View Article and Find Full Text PDF

The objective of this study (registered under number 2020 006) was to assess the internal consistency of the revised Mental Health Professional Culture Inventory (MHPCI) scale, which comprises 15 items, among mental health service workers in Romania. To examine the psychometric properties of the MHPCI questionnaire within the Romanian population, we employed two main methods: The partial credit model (PCM) and Exploratory factor analysis (EFA). A total of 94 individuals were interviewed, and among them, 71 provided complete responses to the questionnaire.

View Article and Find Full Text PDF

Online financial transactions bring convenience to people's lives, but also present vulnerabilities for criminals to embezzle users' accounts and trick users into credit card fraud. Although machine learning methods have been adopted to detect anomalous transactions, it's hard for a single machine learning method to achieve satisfying results with the increasing scale and dimensionality of financial datasets. In addition, for anomaly detection of financial data, there is an obvious imbalance between normal records and abnormal.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!