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Data, Volume 8, Issue 9

2023 September - 10 articles

Cover Story: Stimulating emotional states is crucial in therapeutic settings and is often achieved using visual exposure. Significant tools in this area are affective databases, like the Nencki Affective Picture System (NAPS), which stores standardized emotion-evoking images. While the NAPS offers a wealth of realistic stimuli, it also highlights the challenges faced by current affective databases, such as inconsistent semantic descriptions and the need for more semantic integration. This is where the presented Knowledge Graph (KG) dataset plays a pivotal role. KGs provide a structured and detailed representation of information, offering a high-level understanding of the content and context of each emotion-evoking picture, thereby improving the accuracy and efficiency of these databases. View this paper
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Articles (10)

  • Data Descriptor
  • Open Access
1 Citations
5,528 Views
11 Pages

Potential Range Map Dataset of Indian Birds

  • Arpit Deomurari,
  • Ajay Sharma,
  • Dipankar Ghose and
  • Randeep Singh

21 September 2023

Conservation management heavily relies on accurate species distribution data. However, distributional information for most species is limited to distributional range maps, which could not have enough resolution to take conservation action and know cu...

  • Article
  • Open Access
16 Citations
2,943 Views
24 Pages

A New Odd Beta Prime-Burr X Distribution with Applications to Petroleum Rock Sample Data and COVID-19 Mortality Rate

  • Ahmad Abubakar Suleiman,
  • Hanita Daud,
  • Narinderjit Singh Sawaran Singh,
  • Aliyu Ismail Ishaq and
  • Mahmod Othman

19 September 2023

In this article, we pioneer a new Burr X distribution using the odd beta prime generalized (OBP-G) family of distributions called the OBP-Burr X (OBPBX) distribution. The density function of this model is symmetric, left-skewed, right-skewed, and rev...

  • Communication
  • Open Access
3 Citations
4,267 Views
8 Pages

Update of Dietary Supplement Label Database Addressing on Coding in Italy

  • Giorgia Perelli,
  • Roberta Bernini,
  • Massimo Lucarini and
  • Alessandra Durazzo

13 September 2023

Harmonized composition data for foods and dietary supplements are needed for research and for policy decision making. For a correct assessment of dietary intake, the categorization and the classification of food products and dietary supplements are n...

  • Data Descriptor
  • Open Access
10 Citations
8,004 Views
18 Pages

Thailand Raw Water Quality Dataset Analysis and Evaluation

  • Jaturapith Krohkaew,
  • Pongpon Nilaphruek,
  • Niti Witthayawiroj,
  • Sakchai Uapipatanakul,
  • Yamin Thwe and
  • Padma Nyoman Crisnapati

4 September 2023

Sustainable water quality data are important for understanding historical variability and trends in river regimes, as well as the impact of industrial waste on the health of aquatic ecosystems. Sustainable water management practices heavily depend on...

  • Article
  • Open Access
4 Citations
3,944 Views
12 Pages

Employing Source Code Quality Analytics for Enriching Code Snippets Data

  • Thomas Karanikiotis,
  • Themistoklis Diamantopoulos and
  • Andreas Symeonidis

31 August 2023

The availability of code snippets in online repositories like GitHub has led to an uptick in code reuse, this way further supporting an open-source component-based development paradigm. The likelihood of code reuse rises when the code components or s...

  • Data Descriptor
  • Open Access
2 Citations
4,344 Views
31 Pages

Dataset of Multi-Aspect Integrated Migration Indicators

  • Diletta Goglia,
  • Laura Pollacci and
  • Alina Sîrbu

31 August 2023

Nowadays, new branches of research are proposing the use of non-traditional data sources for the study of migration trends in order to find an original methodology to answer open questions about cross-border human mobility. New knowledge extracted fr...

  • Article
  • Open Access
31 Citations
5,506 Views
17 Pages

Using Landsat-5 for Accurate Historical LULC Classification: A Comparison of Machine Learning Models

  • Denis Krivoguz,
  • Sergei G. Chernyi,
  • Elena Zinchenko,
  • Artem Silkin and
  • Anton Zinchenko

30 August 2023

This study investigates the application of various machine learning models for land use and land cover (LULC) classification in the Kerch Peninsula. The study utilizes archival field data, cadastral data, and published scientific literature for model...

  • Article
  • Open Access
5 Citations
3,898 Views
21 Pages

30 August 2023

At present, the energy landscape of many countries faces transformational challenges driven by sustainable development objectives, supported by the implementation of clean technologies, such as renewable energy sources, to meet the flexibility and di...

  • Data Descriptor
  • Open Access
2 Citations
3,141 Views
15 Pages

Knowledge Graph Dataset for Semantic Enrichment of Picture Description in NAPS Database

  • Marko Horvat,
  • Gordan Gledec,
  • Tomislav Jagušt and
  • Zoran Kalafatić

24 August 2023

This data description introduces a comprehensive knowledge graph (KG) dataset with detailed information about the relevant high-level semantics of visual stimuli used to induce emotional states stored in the Nencki Affective Picture System (NAPS) rep...

  • Article
  • Open Access
25 Citations
7,136 Views
20 Pages

23 August 2023

This study addressed the challenge of training generative adversarial networks (GANs) on small tabular clinical trial datasets for data augmentation, which are known to pose difficulties in training due to limited sample sizes. To overcome this obsta...

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Data - ISSN 2306-5729