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106 results for “Design Patterns”
Research data - design patterns for platform revenue models
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Empirical Study of the Relationship between Design Patterns and Code Smells
<p>Software systems are often developed in such a way that good practices in the object-oriented paradigm are not met, causing the occurrence of specific disharmonies, which are sometimes called code smells. Design patterns catalogue best practices for developing object-oriented software systems. Although code smells and design patterns are widely divergent, there might be a co-occurrence relation between them. The objective of this paper is to empirically evaluate if the presence of design patterns is related to the presence of code smells at different granularity levels. We performed an empirical replication study using 20 design patterns, and 13 code smells in ten small-size to medium-size, open-source Java-based systems. We applied statistical analysis and association rules. Results confirm that classes participating in design patterns have less smell-proneness and smell frequency than classes not participating in design patterns. We also noticed that every design pattern category act in the same way in terms of smell-proneness in the subject systems. However, we observed, based on the association rules learning and the proposed validation technique, that some patterns may be associated with certain smells in some cases. For instance, Command patterns can co-occur with God Class, Blob and External Duplication smell.</p> <p><strong>The published data set contains the following:</strong></p> <ol> <li>List of the selected systems (source code files)</li> <li>The P-MARt: the design pattern repository as XML for the selected systems. </li> <li>Data of design patterns and code smells: We processed this data by parsing the design pattern XML file and running the smell detection tool (inFusion).</li> <li>The data of the data mining analysis.</li> </ol>
Dataset "Optomechatronics design for mobile fringe patterns with applications on profilometry"
<p>This dataset contains a total of 28,512 structured light projection images over expanded polystyrene commercial skull, each image with a different structured light projection. This images can be used for stereoscopic techniques or profilometry.</p> <p> </p>
Exploring Design Patterns in Quantum Software: An Analysis
<p>This set of plots belongs to the magazine article about a exploration of design patterns in quantum software done by Miriam Fernández-Osuna, Ricardo Pérez-Castillo, José Antonio Cruz-Lemus, Michal Baczyk and Mario Piattini, Grupo Alarcos Research Group.</p>
Integrated Basic Science Within the Instructional Design of Pattern Recognition Training
ClinicalTrials.gov study NCT05087485. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Integration of DNA methylation patterns and genetic variation in human pediatric tissues help inform EWAS design and interpretation
GEO Series GSE124366. Homo sapiens. 215 samples. Type: Methylation profiling by array.
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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.