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Data, Volume 7, Issue 11

November 2022 - 26 articles

Cover Story: Safe, effective, and affordable COVID-19 treatments could be identified from circa 7817 drugs approved for other indications. Jain et al. (2022) have developed an interactive, open-source interface (CoviRx) that presents each drug's physical and chemical properties, original indication, available data from assays and clinical trials, any red flags, similar drugs, etc. It enables systematic down-selection of repurposed drug candidates that have passed user-driven combinations of up to 11 filters. This platform can be extended to other diseases, and the database can be kept up to date through data mining and verification by authenticated volunteers and superusers. The data can be downloaded in standardized formats or can be accessed via multiple API endpoints. View this paper
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Articles (26)

  • Data Descriptor
  • Open Access
1 Citations
2,974 Views
9 Pages

20 November 2022

Aquaculture farms and estuarine environments close to human activities play a critical role in the interaction between aquatic and terrestrial surroundings and animal and human health. The AquaRAM project aimed to study estuarine aquaculture farms in...

  • Article
  • Open Access
1 Citations
3,361 Views
24 Pages

20 November 2022

The COVID-19 pandemic has impacted the whole world profoundly. For managing the pandemic, the ability to forecast daily COVID-19 case counts would bring considerable benefit to governments and policymakers. In this paper, we propose to leverage aggre...

  • Article
  • Open Access
21 Citations
5,747 Views
18 Pages

Density-Based Unsupervised Learning Algorithm to Categorize College Students into Dropout Risk Levels

  • Miguel Angel Valles-Coral,
  • Luis Salazar-Ramírez,
  • Richard Injante,
  • Edwin Augusto Hernandez-Torres,
  • Juan Juárez-Díaz,
  • Jorge Raul Navarro-Cabrera,
  • Lloy Pinedo and
  • Pierre Vidaurre-Rojas

18 November 2022

Compliance with the basic conditions of quality in higher education implies the design of strategies to reduce student dropout, and Information and Communication Technologies (ICT) in the educational field have allowed directing, reinforcing, and con...

  • Data Descriptor
  • Open Access
4 Citations
4,884 Views
19 Pages

CoviRx: A User-Friendly Interface for Systematic Down-Selection of Repurposed Drug Candidates for COVID-19

  • Hardik A. Jain,
  • Vinti Agarwal,
  • Chaarvi Bansal,
  • Anupama Kumar,
  • Faheem,
  • Muzaffar-Ur-Rehman Mohammed,
  • Sankaranarayanan Murugesan,
  • Moana M. Simpson,
  • Avinash V. Karpe and
  • Rohitash Chandra
  • + 10 authors

18 November 2022

Although various vaccines are now commercially available, they have not been able to stop the spread of COVID-19 infection completely. An excellent strategy to get safe, effective, and affordable COVID-19 treatments quickly is to repurpose drugs that...

  • Brief Report
  • Open Access
4 Citations
3,041 Views
9 Pages

17 November 2022

Due to significant social and economic upheavals brought on by the COVID-19 pandemic, there is a great deal of psychological pain. Google Trends data have been seen as a corollary measure to assess population-wide trends via observing trends in searc...

  • Data Descriptor
  • Open Access
2,891 Views
10 Pages

Methodology for the Surveillance the Voltage Supply in Public Buildings Using the ITIC Curve and Python Programming

  • Javier Fernández-Morales,
  • Juan-José González-de-la-Rosa,
  • José-María Sierra-Fernández,
  • Olivia Florencias-Oliveros,
  • Paula Remigio-Carmona,
  • Manuel-Jesús Espinosa-Gavira,
  • Agustín Agüera-Pérez and
  • José-Carlos Palomares-Salas

17 November 2022

This paper proposes an easy-to-implement method for detecting and assessing two of the most frequent PQ (Power Quality) problems: voltage sags and swells. These can affect sensitive equipment such as computers, programmable logic controllers, contact...

  • Data Descriptor
  • Open Access
4 Citations
2,422 Views
8 Pages

Dataset: Coleoptera (Insecta) Collected from Beer Traps in “Smolny” National Park (Russia)

  • Alexander B. Ruchin,
  • Leonid V. Egorov,
  • Oleg N. Artaev and
  • Mikhail N. Esin

15 November 2022

Monitoring Coleoptera diversity in protected areas is part of the global ecological monitoring of the state of ecosystems. The purpose of this research is to describe the biodiversity of Coleoptera studied with the help of baits based on fermented su...

  • Article
  • Open Access
45 Citations
10,744 Views
12 Pages

Explainable Machine Learning for Financial Distress Prediction: Evidence from Vietnam

  • Kim Long Tran,
  • Hoang Anh Le,
  • Thanh Hien Nguyen and
  • Duc Trung Nguyen

14 November 2022

The past decade has witnessed the rapid development of machine learning applied in economics and finance. Recent evidence suggests that machine learning models have produced superior results to traditional statistical models and have become the drivi...

  • Article
  • Open Access
1 Citations
3,718 Views
19 Pages

13 November 2022

In this work, we explore the performance of supervised stance classification methods for social media texts in under-resourced languages and using limited amounts of labeled data. In particular, we focus specifically on the possibilities and limitati...

  • Data Descriptor
  • Open Access
10 Citations
3,705 Views
8 Pages

10 November 2022

In Germany, the medical device industry constitutes a cornerstone of the health sector. In this study, we investigated the challenges and factors affecting the present-day performance of German SMEs concerned with medical devices. The research method...

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Data - ISSN 2306-5729