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800 results for “Issues”
Over and Under Sampled Data-sets of Code Issues in Java Open-Source Projects
<p>The dataset comprises code changes made to 15 Java Open-Source projects, classified with sentiment values (0 for negative and 1 for positive) based on developer reviews during various revision submissions. The dataset is available in 8 versions, each containing a sampled dataset using an over or under-sampling technique.</p>
D6.1 - Report on non-technical barrier and legal issues - Literature-mapping database
<p>This data set presents a literature map for D6.1 "Report on non-technical barrier and legal issues" considering relevant non-technical and legal challenges for consideration during the deployment of a pay-per-wash business model in European.</p>
Example dataset for Bioformats issue with Nikon ND2 file format
<p>This is an example dataset to help troubleshoot issues with opening ND2 files in the current version of Fiji (latest Bioformats installed). The dataset opens fine in NIS Elements including the free Viewer version. There should be 4 separate images/channels. Three of the images are fluorescence (DAPI, GFP, Texas Red) and the last is DIC (transmitted light). They were taken with a Nikon DS-Ri2 colour camera. However, the data set opens as a 4 channel set where the first image is not recognisable and the subsequent 3 have vertical stripes (missing information?) but look a bit like the DIC image.</p>
Permits issued in respect of South Africa's National Environmental Management: Biodiversity Act's Alien and Invasive Species Regulations over the period October 2014–December 2022
<p>Data based on records of permits issued by the South African Department of Forestry, Fisheries, and the Environment (DFFE) to conduct activities on listed invasive species restricted under the NEM:BA A&IS Regulations of 2014<br> This is based on the file <Copy of Official AIS Permit Register (31 Aug 2019).xlsx> with updates to 2020 based on the updates in the file <AIS Permit Register Updated to 21 January 2021.xlsx> and updates to Dec 2022 based on the file <AIS Permit register updated up to 31 Decenber 2022.xlsx><br> Compiled for the purposes of the reporting process "The Status of Biological Invasions and their Management in South Africa", see http://iasreport.sanbi.org.za/ for more details. Can access the latest report on Zenodo http://dx.doi.org/10.5281/zenodo.3947613 and the latest species list associated with the report via http://dx.doi.org/10.5281/zenodo.3947659<br> For details of how this was constructed see the relevant workflow in the status report process.<br> Where appropriate the rationale for issuing a permit is as per the wording of the regulations and lists of 2020 (see below for the full citation)<br> Each row represents a permit for a particular species for a particular activity. Permit numbers can cover multiple taxa<br> The original data-set has details of the applicant and their contact numbers, who the permit was handled by, and the method by and date on which the permit was sent to the permit holder, these have been redacted<br> Note there can be multiple permits issued to the same permit holder for the same species for the same purposes with the same start and end date<br> In cases where two permits were issued to the same applicant and one of which was for research, both were deemed for research even if it was not specified as such</p> <p>For enquiries contact: invasives@sanbi.org.za or IAS.report.SANBI@gmail.com</p> <p>Suggested citation (noting that in most cases it will be more appropriate to reference the Department responsible itself): SANBI (2023) Permits issued in respect of South Africa's National Environmental Management: Biodiversity Act's Alien and Invasive Species Regulations over the period October 2014 – December 2022. version 20230809. Zenodo. https://dx.doi.org/10.5281/zenodo.8229321</p>
Jbrowse multi-wiggle track issue
<p>SLBP crosslink sites bigwig files</p> <p>Data source: ENCODE consortium <a href="https://www.encodeproject.org/experiments/ENCSR483NOP/">SLBP eCILP datasets</a></p> <p>Bam files were downloaded and crosslink sites at the start sites were extracted and converted to bigwig files</p>
Studying the association between Gitcoin's issues and resolving outcomes
<p>This dataset provides a replication package of our paper submission titled "Studying the association between Gitcoin bounties and issue-addressing outcomes".</p> <p><strong>Abstract</strong></p> <p>The development of open-source software (OSS) projects usually have been driven through collaborations among contributors and strongly relies on volunteering. Thus, allocating software practitioners (e.g., contributors) to a particular task is non-trivial and draws attention away from the development. Therefore, a number of bug bounty platforms have emerged to address this problem through bounty rewards. Especially, Gitcoin, a new bounty platform, introduces a bounty reward mechanism that allows individual issue owners (backers) to define a reward value using cryptocurrencies rather than using crowdfunding mechanisms. Although a number of studies have investigated the phenomenon on bounty platforms, those rely on different bounty reward systems. Our study thus investigates the association between the Gitcoin bounties and their outcomes (i.e., success and non-success). We empirically study over 4,000 issues with Gitcoin bounties using statistical analysis and machine learning techniques. We also conducted a comparative study with the Bountysource platform to gain insights into the usage of both platforms. Our study highlights the importance of factors such as the length of the project, issue description, type of bounty issue, and the bounty value, which are found to be highly correlated with the outcome of bounty issues. These findings can provide useful guidance to practitioners.</p>
Developing Deep Learning Approaches to Find and Classify Architectural Design Decisions in Issue Tracking Systems
<p>This upload contains three files:</p> <ol> <li>mongodump-JiraRepos_2023-03-07-16 00.archive: Archive containing the issue data pulled from the Jira API.</li> <li>mongodump-MiningDesignDecisions.archive: Archive containing the data of our deep learning models and the labelled issues.</li> <li>mongodump-MiningDesignDecisions-lite.archive: Similar to the archive above, except this one only contains the best trained model (BERT). Also, it does not contain any embeddings or other files.</li> </ol> <p>This archive contains the data of our deep learning models and the labelled issues (MiningDesignDecisions archive).</p>
Parcellating the parcellation issue - a proof of concept for reproducible analyses using Neurolibre
Dataset provided for NeuroLibre preprint. Author repo: https://github.com/pbellec/editorial_parcellation NeuroLibre fork:https://github.com/roboneurolibre/editorial_parcellation <p>For details, please visit the corresponding <a href="https://github.com/neurolibre/neurolibre-reviews/issues/10">NeuroLibre technical screening.</a></p> <p><strong><a href="https://neurolibre.org">https://neurolibre.org</a></strong></p>
Standard Issue Transfusion Versus Fresher Red Blood Cell Use in Intensive Care- A Randomised Controlled Trial
ClinicalTrials.gov study NCT01638416. IPD Sharing: UNDECIDED. Countries: 5. Publications: 4.
Unravelling Energy Issues Underpinning Low Energy Availability in High Performance Athletes
ClinicalTrials.gov study NCT07026175. IPD Sharing: YES. Countries: 1. Publications: 3.
Phil Trans B special issue: Climate change adaptation needs a science of culture
Open the record for dataset details and reuse information.
Re-evaluating deep neural networks for phylogeny estimation: the issue of taxon sampling
Open the record for dataset details and reuse information.
Dataset and Code for "Mining and Predicting Micro-Process Patterns of Issue Resolution for Open Source Software Projects"
<p>Dataset and Code for "Mining and Predicting Micro-Process Patterns of Issue Resolution for Open Source Software Projects" with README included</p>
Connecting digital citizen science data quality issue to solution mechanism table
<p>A table explaining how to solve data quality issues in digital citizen science. A total of 35 issues and 64 mechanisms to solve them are proposed</p>
Historical Issue Data of Projects on Jira
<p>This dataset contains all the historical issues from sixty-six Apache Open Source projects collected in February 2018. It was used in the paper “Traceability Network Analysis: A Case Study of Links In Issue Tracking Systems” published in the Seventh International Workshop on Artificial Intelligence and Requirements Engineering (AIRE'20) to study issue traceability as a network structure.</p>
Lexicon from the "Mics in the ears" experimental procedure Lexique issu du dispositif expérimental « Des micros dans les oreilles »
<p>« Mics in the Ears » binaural experiment in Cairo (Egypt): Vincent Battesti & Nicolas Puig, social anthropologists, asked inhabitants of Cairo megapolis in Egypt to record the surrounding urban sounds during one of their daily journeys (without the researcher), equipped with binaural microphones and GPS device. Participants have recorded in different Cairo neighbourhoods, and are themselves from different generations, social and economic backgrounds, and different genders.</p> <p>We obtained accounts of the soundwalks in which participants describe and comment on the sounds heard while relistening to their recorded walk. This material comprises many pages of transcriptions in Arabic from which we have extracted elements related to the verbalization of their sound experience. We identified 600 entries divided into five classes: “nouns,” “sound sources,” “qualificatives/descriptives,” “actions/ verbs,” and “localizations of the sound event.” Together they form the lexicon of what can be called the “natural language of sounds” in Cairo. See https://vbat.org/article831</p>
Managing Assurance Information: A Solution Based on Issue Tracking Systems
<p>Video presentation for NIER Track article " Managing Assurance Information: A Solution Based on Issue Tracking Systems "</p>
Data for "A Phaseless Auxiliary-Field Quantum Monte Carlo Perspective on the UniformElectron Gas at Finite Temperatures: Issues, Observations, and Benchmark Study"
<p>Phaseless AFQMC data (input and output) for "A Phaseless Auxiliary-Field Quantum Monte Carlo Perspective on the UniformElectron Gas at Finite Temperatures: Issues, Observations, and Benchmark Study" </p> <p> </p> <p>data: contains raw qmc data</p> <p>figures: contains analysed data + plotting scripts.</p>
AH-CID: A Tool to Automatically Detect Human-Centric Issues in App Reviews
<p>The keyword list used in the paper to pre-filter the app reviews.</p>
FIGURE 3 in Nomenclatural issues in the orchid bees (Hymenoptera: Apidae: Euglossina) and an updated catalogue
FIGURE 3. Eulaema polyzona (Mocsáry, 1897), the likely candidate of Merian's (1705) actual illustration (see Fig. 2). A. Dorsal view, B. Ventral view.
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.