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Data, Volume 6, Issue 2

2021 February - 16 articles

Cover Story: In recent years, the platform economy has been recognised by researchers and governments around the world for its potential to contribute to the sustainable development of society. Nonetheless, platform economy cases such as Uber, Airbnb, or Deliveroo have created a huge controversy for their socioeconomic impact, while other alternative models have been associated with a new form of cooperativism. In parallel, the United Nations are advocating global sustainable development by promoting Sustainable Development Goals (SDGs), considering elements like decent work, inclusive and sustainable economic growth, and fostering innovation. This data descriptor departs from two 2020 European projects’ (DECODE and PLUS) data collections and presents the possibility to compare different platform economy models and their connections to the SDGs. View this paper
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Articles (16)

  • Data Descriptor
  • Open Access
10 Citations
6,544 Views
12 Pages

A Long-Term, Real-Life Parkinson Monitoring Database Combining Unscripted Objective and Subjective Recordings

  • Jeroen G. V. Habets,
  • Margot Heijmans,
  • Albert F. G. Leentjens,
  • Claudia J. P. Simons,
  • Yasin Temel,
  • Mark L. Kuijf,
  • Pieter L. Kubben and
  • Christian Herff

23 February 2021

Accurate real-life monitoring of motor and non-motor symptoms is a challenge in Parkinson’s disease (PD). The unobtrusive capturing of symptoms and their naturalistic fluctuations within or between days can improve evaluation and titration of therapy...

  • Data Descriptor
  • Open Access
6 Citations
5,654 Views
9 Pages

An Open GMNS Dataset of a Dynamic Multi-Modal Transportation Network Model of Melbourne, Australia

  • Fatemeh Nourmohammadi,
  • Mohammadhadi Mansourianfar,
  • Sajjad Shafiei,
  • Ziyuan Gu and
  • Meead Saberi

19 February 2021

Simulation-based dynamic traffic assignment models are increasingly used in urban transportation systems analysis and planning. They replicate traffic dynamics across transportation networks by capturing the complex interactions between travel demand...

  • Data Descriptor
  • Open Access
4,532 Views
5 Pages

Dataset of Two-Dimensional Gel Electrophoresis Images of Acute Myeloid Leukemia Patients before and after Induction Therapy

  • Juan E. Urrea,
  • Luisa F. Restrepo,
  • Jeanette Prada-Arismendy,
  • Erwing Castillo,
  • Manuel M. Goez,
  • Maria C. Torres-Madronero,
  • Edilson Delgado-Trejos and
  • Sarah Röthlisberger

18 February 2021

Acute myeloid leukemia (AML) is a malignant disorder of the hematopoietic stem and progenitor cells, which results in the build-up of immature blasts in the bone marrow and eventually in the peripheral blood of affected patients. Accurately assessing...

  • Article
  • Open Access
2 Citations
3,853 Views
14 Pages

High-to-Low (Regional) Fertility Transitions in a Peripheral European Country: The Contribution of Exploratory Time Series Analysis

  • Jesus Rodrigo-Comino,
  • Gianluca Egidi,
  • Luca Salvati,
  • Giovanni Quaranta,
  • Rosanna Salvia and
  • Antonio Gimenez-Morera

16 February 2021

Diachronic variations in demographic rates have frequently reflected social transformations and a (more or less evident) impact of sequential economic downturns. By assessing changes over time in Total Fertility Rate (TFR) at the regional scale in It...

  • Review
  • Open Access
61 Citations
11,492 Views
30 Pages

11 February 2021

In recent years, education institutions have offered a wide range of course selections with overlaps. This presents significant challenges to students in selecting successful courses that match their current knowledge and personal goals. Although man...

  • Data Descriptor
  • Open Access
3 Citations
3,979 Views
17 Pages

Agricultural Crop Change in the Willamette Valley, Oregon, from 2004 to 2017

  • Bogdan M. Strimbu,
  • George Mueller-Warrant and
  • Kristin Trippe

7 February 2021

The Willamette Valley, bounded to the west by the Coast Range and to the east by the Cascade Mountains, is the largest river valley completely confined to Oregon. The fertile valley soils combined with a temperate, marine climate create ideal agronom...

  • Article
  • Open Access
10 Citations
5,874 Views
16 Pages

Investigating the Adoption of Big Data Management in Healthcare in Jordan

  • Hani Bani-Salameh,
  • Mona Al-Qawaqneh and
  • Salah Taamneh

6 February 2021

Software developers and data scientists use and deal with big data to easily discover useful knowledge and find better solutions to improve healthcare services and patient safety. Big data analytics (BDA) is getting attention due to its role in decis...

  • Data Descriptor
  • Open Access
222 Citations
37,299 Views
14 Pages

Retinal Fundus Multi-Disease Image Dataset (RFMiD): A Dataset for Multi-Disease Detection Research

  • Samiksha Pachade,
  • Prasanna Porwal,
  • Dhanshree Thulkar,
  • Manesh Kokare,
  • Girish Deshmukh,
  • Vivek Sahasrabuddhe,
  • Luca Giancardo,
  • Gwenolé Quellec and
  • Fabrice Mériaudeau

3 February 2021

The world faces difficulties in terms of eye care, including treatment, quality of prevention, vision rehabilitation services, and scarcity of trained eye care experts. Early detection and diagnosis of ocular pathologies would enable forestall of vis...

  • Article
  • Open Access
23 Citations
7,583 Views
12 Pages

Repository Approaches to Improving the Quality of Shared Data and Code

  • Ana Trisovic,
  • Katherine Mika,
  • Ceilyn Boyd,
  • Sebastian Feger and
  • Mercè Crosas

3 February 2021

Sharing data and code for reuse has become increasingly important in scientific work over the past decade. However, in practice, shared data and code may be unusable, or published results obtained from them may be irreproducible. Data repository feat...

  • Review
  • Open Access
4 Citations
7,721 Views
85 Pages

22 January 2021

The ever-growing capabilities of computers have enabled pursuing Computer Vision through Machine Learning (i.e., MLCV). ML tools require large amounts of information to learn from (ML datasets). These are costly to produce but have received reduced a...

  • Article
  • Open Access
4 Citations
4,045 Views
17 Pages

21 January 2021

Global and regional positional accuracy assessment is of the highest importance for any satellite navigation system, including the Global Positioning System (GPS). Although positioning error can be expressed as a vector quantity with direction and ma...

  • Review
  • Open Access
5 Citations
4,709 Views
15 Pages

21 January 2021

Data are increasingly important in central facets of modern life: academics, professions, and society at large. Educating aspiring minds to meet highest standards in these facets is the mandate of institutions of higher education. This, naturally, in...

  • Article
  • Open Access
78 Citations
11,142 Views
23 Pages

The Effect of Preprocessing Techniques, Applied to Numeric Features, on Classification Algorithms’ Performance

  • Esra’a Alshdaifat,
  • Doa’a Alshdaifat,
  • Ayoub Alsarhan,
  • Fairouz Hussein and
  • Subhieh Moh’d Faraj S. El-Salhi

21 January 2021

It is recognized that the performance of any prediction model is a function of several factors. One of the most significant factors is the adopted preprocessing techniques. In other words, preprocessing is an essential process to generate an effectiv...

  • Data Descriptor
  • Open Access
8 Citations
8,489 Views
11 Pages

20 January 2021

In recent years, the platform economy has been recognised by researchers and governments around the world for its potential to contribute to the sustainable development of society. Yet, platform economy cases such as Uber, Airbnb, and Deliveroo have...

  • Article
  • Open Access
3 Citations
4,273 Views
27 Pages

Characteristics of Recent Aftershocks Sequences (2014, 2015, 2018) Derived from New Seismological and Geodetic Data on the Ionian Islands, Greece

  • Alexandra Moshou,
  • Panagiotis Argyrakis,
  • Antonios Konstantaras,
  • Anna-Christina Daverona and
  • Nikos C. Sagias

20 January 2021

In 2014–2018, four strong earthquakes occurred in the Ionian Sea, Greece. After these events, a rich aftershock sequence followed. More analytically, according to the manual solutions of the National Observatory of Athens, the first event occurred on...

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Data - ISSN 2306-5729