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2,015 results for “context”
Data to Replicate paper Improving Bug Detection via Context-based Code Representation Learning and Attention-based Neural Networks part 2
<p>Data to Replicate paper "Improving Bug Detection via Context-based Code Representation Learning and Attention-based Neural Networks" part 2.</p> <p>The author of the paper uploaded dataset to Google Drive. These are the same files, uploaded to Zenodo. Since detection_data.tar.gz exceeded zenodo limits, I split the data into 2 parts <em>detection_data.tar.gz</em> and <em>detection_data.tar.gz</em>. This is the first part. Splitting was achieved on OS X with:</p> <pre><code>split -b 31000m "detection_data.tar.gz" "detection_data.tar.gz."</code></pre> <p>To get original file back, run</p> <pre><code>cat detection_data.tar.gz.* > detection_data.tar.gz</code></pre> <p>GitHub link to the project: <a href="https://github.com/OOPSLA-2019-BugDetection/OOPSLA-2019-BugDetection">https://github.com/OOPSLA-2019-BugDetection/OOPSLA-2019-BugDetection</a></p>
Data to Replicate paper Improving Bug Detection via Context-based Code Representation Learning and Attention-based Neural Networks part 1
<p>Data to Replicate paper "Improving Bug Detection via Context-based Code Representation Learning and Attention-based Neural Networks" part 1. Part 2 accessible here: <a href="https://doi.org/10.5281/zenodo.3719225">https://doi.org/10.5281/zenodo.3719225</a></p> <p>The author of the paper uploaded dataset to Google Drive. These are the same files, uploaded to Zenodo. Since detection_data.tar.gz exceeded zenodo limits, I split the data into 2 parts <em>detection_data.tar.gz</em> and <em>detection_data.tar.gz</em>. This is the first part. Splitting was achieved on OS X with:</p> <pre><code>split -b 31000m "detection_data.tar.gz" "detection_data.tar.gz."</code></pre> <p>To get original file back, run</p> <pre><code>cat detection_data.tar.gz.* > detection_data.tar.gz</code></pre> <p>GitHub link to the project: <a href="https://github.com/OOPSLA-2019-BugDetection/OOPSLA-2019-BugDetection">https://github.com/OOPSLA-2019-BugDetection/OOPSLA-2019-BugDetection</a></p>
Dataset from "Reward-predicting distractor orientations support contextual cueing: Persistent effects in homogeneous distractor contexts"
<p>Dataset from the following publication: Bergmann, N., Tünnermann, J., & Schubö, A. (2020). Reward-predicting distractor orientations support contextual cueing: Persistent effects in homogeneous distractor contexts. Vision Research, 171, 53–63. https://doi.org/10.1016/j.visres.2020.03.010 </p>
The dataset used in the article "Listener Modeling and Context-aware Music Recommendation Based on Country Archetypes"
<p>This is the dataset used in the study "Listener Modeling and Context-aware Music Recommendation Based on Country Archetypes". The dataset is a subset of the LFM-1b LastFM dataset (http://www.cp.jku.at/datasets/LFM-1b/), which contains country-specific music listening events. </p> <p> </p>
FIG. 1 in Des bestes médiévales aux espèces linnéennes : autour de la classification de quelques espèces en contexte castral au Moyen Âge
FIG. 1. — Localisation du château de Talmont et du château de Thouars (cartographie C. Viaut).
Supplementary Materials_(Article) Identification of the regional and economic contexts of sustainable urban logistics policies
<p>Supplementary materials to the article topics - Identification of the regional and economic contexts of sustainable urban logistics policies</p>
The CONTEXT Dataset containing Contextual Faults of a Smart Factory
<p>Here you download the CONTEXT Dataset containing Contextual Faults of a Smart Factory. Our work as part of the Proceedings of the International Conference on Industry 4.0 and Smart Manufacturing is now published in Procedia Computer Science (Elsevier). <strong>If you refer to or use this dataset, cite this publication:</strong></p> <p><strong>Kaupp, Lukas; Webert, Heiko; Nazemi, Kawa; Humm, Bernhard; Simons, Stephan (2021): CONTEXT: An Industry 4.0 Dataset of Contextual Faults in a Smart Factory. In: Procedia Computer Science 180, S. 492–501. DOI: 10.1016/j.procs.2021.01.265. </strong></p> <p>The dataset contains contextual faults recorded in the smart factory of the Darmstadt University of Applied Sciences. Each recording (CSV format) consists of an OPC-UA log file and log files of the corresponding machinery measured by our developed sensing units. Foldernames reflect experiment structure.</p> <p><date>-<run>_<count of build relays>_<g(ood/ok)/n(ot/failure)>_<experiment name></p> <p>You can find a detailed description of the experiments in our publication.</p> <p><strong>Description Update for a better data assessment.</strong></p> <p>OPC-UA Hierarchy - Factory Mapping:</p> <ul> <li>'Station10' - Management Station (send production instructions / receive production updates)[not physically involved in the production process]</li> <li>'Station 40 - Hochregallager' - High-Bay Storage Station</li> <li>'Station 50 - Roboter' - Robot Station</li> <li>'Station 60 - Presse' - Press Station</li> <li>'St20 SoftSPS' - Optical & Weight Inspection Station</li> <li>'Station30elPruefung' - Electrical Inspection Station</li> </ul>
The association between tumor mutational burden and prognosis is dependent on treatment context
<p>This dataset has been used to analyze the association between high tumour mutational burden and survival in immunotherapy-treated and non–immunotherapy-treated patients with cancer. The dataset contains clinical and genomic data for 10,233 patients with 17 cancer types.</p>
An Algorithm for Context-Free Path Queries Over Graph Databases
<p>Recorded presentation for the paper "An Algorithm for Context-Free Path Queries Over Graph Databases", for SBLP 2020.</p>
Replication data for Convolutional neural networks with hierarchical context transfer for high-resolution spatiotemporal predictions
<p>Data represents number of posts from Instagram in area for six large cities (New York, London, Moscow, Vienna, Tokyo, and Saint Petersburg) covering 2017 and 2018. We aggregated data by hours and split each city using hierarchical area split by 10x10 grid with three levels. The size of the cell on the micro-level equals to 50 meters. Thus, we get 8760 examples for each year. Cells with zero number of posts in an hour are not listed.</p> <p>Data stored in JSON files with the following format:<br> {"2018-12-13 04:00:00":<br> {"(4, 4)":<br> {"sum":1,<br> "data":<br> {"(9, 6)":<br> {"sum":1,<br> "data":{"(2, 4)":1}}}}}}</p>
Evolution of Physical Activity Habits After A Context Change: The Case of COVID-19 Lockdown
<p>Data set used for analysis. </p> <p>Sheet 1 : Data</p> <p>Sheet 2 : Description of the variables. </p> <p> </p>
Data from: The effects of habitat management on the species, phylogenetic and functional diversity of bees are modified by the environmental context
Anthropogenic landscape elements, such as roadsides, hedgerows, field edges, and power line clearings, can be managed to provide important habitats for wild bees. However, the effects of habitat improvement schemes in power line clearings on components of diversity are poorly studied. We conducted a large-scale experiment to test the effects of different management practices on the species, phylogenetic, and functional diversity of wild bees in power line clearings (n = 19 sites across southeastern Norway) and explored whether any treatment effects were modified by the environmental context. At each site, we conducted the following treatments: (1) Cut: all trees cut and left to decay in the clearing; (2) Cut + Remove: all trees cut and removed from the plot; and (3) Uncut: uncleared. The site-specific environmental context (i.e., elevation and floral diversity) influenced the species, phylogenetic, and functional diversity within bee species assemblages. The largest number of species was found in the Cut + Remove treatment in plots with a high forb species richness, indicating that the outcome of management practices depends on the environmental context. Clearing of treatment plots with many forb species also appeared to alter the phylogenetic composition of bee species assemblages, that is, more closely related species were found in the Cut and the Cut + Remove plots than in the Uncut plots. Synthesis and applications: Our experimental simulation of management practices in power line clearings influenced the species, phylogenetic, and functional diversity of bee species assemblages. Frequent clearing and removal of the woody debris at low elevations with a high forb species richness can increase the value of power line clearings for solitary bees. It is therefore important for managers to consider the environmental context when designing habitat improvement schemes for solitary bees.
Data from: Plumage colouration and social context influence male investment in song
Animals use multiple signals to attract mates, including elaborate song, brightly coloured ornaments and physical displays. Female birds often prefer both elaborate male song, and intense carotenoid-based plumage colouration. This could lead less visually ornamented males to increase song production to maximize their attractiveness to females. We tested this possibility in the highly social and non-territorial house finch (Haemorhous mexicanus), in which females discriminate among males based on both song, and on the intensity of red carotenoid-based plumage colouration. We manipulated male plumage colouration through carotenoid supplementation during moult, so that males were either red or yellow. Males were then housed under three social environments: 1) all red birds, 2) all yellow birds, or 3) a mixture of red/yellow birds. We recorded song after presentation of a female. Red males produced more song than yellow males. But when yellow males were housed with red conspecifics, they produced more song relative to yellow males housed with equally unattractive yellow males. This study provides novel evidence that a male's plumage colouration, and the plumage colour of his social competitors influences investment in song.
Data from: Socio-demographic, social-cognitive, health-related and physical environmental variables associated with context-specific sitting time in Belgian adolescents: a one-year follow-up study
Introduction: More knowledge is warranted about multilevel ecological variables associated with context-specific sitting time among adolescents. The present study explored cross-sectional and longitudinal associations of ecological domains of sedentary behaviour, including socio-demographic, social-cognitive, health-related and physical-environmental variables with sitting during TV viewing, computer use, electronic gaming and motorized transport among adolescents. Methods: For this longitudinal study, a sample of Belgian adolescents completed questionnaires at school on context-specific sitting time and associated ecological variables. At baseline, complete data were gathered from 513 adolescents (15.0±1.7 years). At one-year follow-up, complete data of 340 participants were available (retention rate: 66.3%). Multilevel linear regression analyses were conducted to explore cross-sectional correlates (baseline variables) and longitudinal predictors (change scores variables) of context-specific sitting time. Results: Social-cognitive correlates/predictors were most frequently associated with context-specific sitting time. Longitudinal analyses revealed that increases over time in considering it pleasant to watch TV (p < .001), in perceiving TV watching as a way to relax (p < .05), in TV time of parents/care givers (p < .01) and in TV time of siblings (p < .001) were associated with more sitting during TV viewing at follow-up. Increases over time in considering it pleasant to use a computer in leisure time (p < .01) and in the computer time of siblings (p < .001) were associated with more sitting during computer use at follow-up. None of the changes in potential predictors were significantly related to changes in sitting during motorized transport or during electronic gaming. Conclusions: Future intervention studies aiming to decrease TV viewing and computer use should acknowledge the importance of the behaviour of siblings and the pleasure adolescents experience during these screen-related behaviours. In addition, more time parents or care givers spent sitting may lead to more sitting during TV viewing of the adolescents, so that a family-based approach may be preferable for interventions. Experimental study designs are warranted to confirm the present findings.
SPIRITUAL AND MORAL ASPECTS OF BACHELOR'S PROFESSIONAL TRAINING IN THE CONTEXT OF RCT EDUCATION
<p><span><em><span>In</span></em></span><em><span> <span>modern</span> <span>society</span>, <span>professionalism</span> <span>is</span> <span>one</span> <span>of</span> the <span>key</span> <span>values</span> that <span>determine</span> the <span>personal</span> <span>dignity</span> <span>and</span> <span>success</span> of <span>specialists.</span> The <span>concept</span> of <span>"professional</span> <span>culture"</span> <span>considered</span> <span>in</span> <span>this</span> <span>article</span> is <span>closely</span> <span>related</span> <span>to</span> the <span>concept</span> of <span>"professionalism"</span> <span>and</span> <span>reflects</span> the <span>degree</span> of <span>mastery</span> of the <span>profession</span> <span>and</span> the <span>ability</span> of <span>specialists</span> to <span>perform</span> <span>important</span> <span>public</span> <span>functions.</span> <span>The</span> <span>article</span> <span>proposes</span> a <span>new</span> <span>structure</span> of <span>professional</span> <span>culture,</span> <span>which</span> <span>includes</span> <span>two</span> <span>main</span> <span>elements:</span> an <span>information</span> <span>block</span> <span>("knowledge")</span> <span>and</span> a <span>value-normative</span> <span>block</span> <span>("values").</span> The <span>latter</span> <span>covers</span> <span>such</span> <span>aspects</span> <span>as</span> <span>personal</span> <span>and</span> <span>social</span> <span>responsibility,</span> <span>professional</span> <span>duty</span> <span>and</span> <span>professional</span> <span>ethics.</span> The <span>author</span> <span>pays</span> <span>special</span> <span>attention</span> to the <span>concept</span> of <span>"professional</span> <span>ethics",</span> <span>which</span> <span>includes</span> an <span>understanding</span> of the <span>ideas</span> of the <span>"common</span> <span>good",</span> <span>professional</span> <span>identity</span> <span>and</span> <span>corporate</span> <span>solidarity.</span> In <span>addition,</span> <span>the</span> <span>article</span> <span>presents</span> a <span>program</span> for <span>updating</span> <span>approaches</span> <span>to</span> the <span>study</span> <span>and</span> <span>teaching</span> of <span>professional</span> <span>ethics</span> <span>based</span> <span>on</span> the <span>concepts</span> of <span>modern</span> <span>social</span> <span>science,</span> <span>such</span> <span>as</span> <span>"social</span> <span>system</span> <span>and</span> <span>personality",</span> <span>"formal</span> <span>rationality",</span> <span>"depersonalization"</span> <span>and</span> <span>"identity".</span> <span>These</span> <span>concepts</span> <span>help</span> to understand more <span>deeply</span> the <span>mechanisms</span> of <span>formation</span> of <span>professional</span> <span>competencies</span> <span>and</span> the <span>moral</span> and <span>value</span> <span>sphere</span> of <span>bachelor</span> <span>students</span> <span>studying</span> <span>on</span> the <span>material</span> of Russian as a foreign <span>language</span> <span>(Russian</span> <span>as</span> a <span>foreign</span> language<span>).</span> The <span>author</span> <span>emphasizes</span> the <span>importance</span> of <span>creating</span> <span>conditions</span> <span>in</span> <span>educational</span> <span>institutions</span> <span>for</span> the <span>formation</span> of <span>personality</span> <span>and</span> <span>spiritual</span> and <span>moral</span> <span>values,</span> <span>which</span> <span>is</span> the <span>key</span> to <span>successful</span> <span>socialization</span> <span>and</span> <span>professional</span> <span>training</span> of <span>future</span> <span>specialists.</span> </span></em></p>
Data for: "The influence of urban and agricultural landscape context on forest diversity and structure across ecoregions "
<p>This is the data associated with "The influence of urban and agricultural landscape context on forest diversity and structure across ecoregions" by JP Schmit, LR Johnson, M Baker, L Darling, R Fahey, DH Locke, AT Morzillo, NF Sonti, TLE Trammell, MFJ Aronson, and ML Johnson, published in Ecosphere in 2025.</p>
FIG. 6 in Sacrifice du cochon ou mise en relation? Du sang, des signes et des sons dans trois contextes rituels chez les Alangan, les Blaan et les Ibaloy des Philippines
FIG. 6. —Lewig, maison miniature.Bolo-Bolo.Crédit photo: Antoine Laugrand,2016.
FIG. 7 in Sacrifice du cochon ou mise en relation? Du sang, des signes et des sons dans trois contextes rituels chez les Alangan, les Blaan et les Ibaloy des Philippines
FIG. 7. — Klukub, l'enclos miniature du cochon. Bolo-Bolo. Crédit photo: Antoine Laugrand, 2016.
Context shapes emotion perception and prosocial behavior to real-life laughter and crying vocalizations - Raw data
<p>This repository contains raw data for the manuscript (under review): <i>Context shapes emotion perception and prosocial behavior to real-life laughter and crying vocalizations regardless of their diverse perceptual properties. </i></p><p>Please contact Doron Atias (doron.atias@mail.huji.ac.il) if you have questions concerning the data provided in this repository.</p>
Context shapes emotion perception and prosocial behavior to real-life laughter and crying vocalizations - Code
<p>This R Markdown document includes the code for data presentation in Atias & Aviezer (2024): "Context shapes emotion perception and prosocial behavior to real-life laughter and crying vocalizations regardless of their diverse perceptual properties". Please contact Doron Atias (doron.atias@mail.huji.ac.il) if you have questions.</p>
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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.