While Federated Learning (FL) provides a privacy-preserving approach to analyze sensitive data without centralizing training data, the field lacks an detai
standardisation and integration steps might require from half an hour to several hours per publication; generally, less time is required to integrate data that is provided in tabular format and using standard units of measurement (square or cubic micro- or millimetres), with a clearly described met...
Survey Open access Published: 10 July 2023 Tabular and latent space synthetic data generation: a literature reviewJoao Fonseca & Fernando Bacao Journal of Big Data volume 10, Article number: 115 (2023) Cite this article 12k Accesses Metrics details Abstract The generation of synthetic data can ...
Data extraction followed the JBI guidance and results presented in tabular format accompanied with a narrative summary.Results: A total of 44 sources originating from eight countries were identified, 28 were published and 16 grey literature. Sources were grouped into four separate categories: 1) ...
Sexual harassment in the Middle East Sexual harassment is a pervasive and serious problem that affects the lives and well-being of many women and men in the Middle East. According to a UN Women survey, online harassment was the most common type of violence against women in nine countries in...
The distinctive attributes of each publication included are presented in tabular format, with the frequencies charted data and depicted in graphical format. Finally, the findings of the review for each of the identified research questions were summarised and discussed. 2.8. Strengths and limitations ...
Information Extraction (IE). PALM-IST extracts relations based on co-occurrence of bio-entities and presents in tabular and interactive network visualization manner aiding to understand the relationship between gene-gene, protein-protein, gene-disease-drug, disease-drug, gene-drug, gene-processes-...
[7] Within survey articles, the overviews are often presented in (semi-)structured tabular format. Compared to generating a knowledge graph from natural text, building a graph from a table is more straightforward because of the already existing structure. To import survey articles within ORKG, ...
While values with heightened scientific significance are usually mentioned in the main text, the presence of a substantial amount of extractable and relevant data in tabular format and supporting documents has the potential to greatly improve the performance of downstream data-hungry ML models. However...
literature. We narratively summarized the literature within each paradigm and illustrate the distribution of records within each paradigm in tabular form. We also tabulated summary data from articles that discussed contextual and subjective factors associated with decision thresholds and summarize these ...