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701
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ShareScore release 0.9.0
Dataset results
701 results for “factor analysis”
Facilitating load-dependent queueing analysis through factorization
<p>Dataset for the experiments reported in the IFIP PERFORMANCE 2021 paper "Facilitating load-dependent queueing analysis through factorization" by G. Casale, P.G. Harrison, H.W. Ong.</p>
All data support the published articel "Loop-optimization of Trichoderma reesei endoglucanases for balancing the activity–stability trade-off through cross-strategy between machine learning and the B-factor analysis"
<p><em>Trichoderma reesei</em> endoglucanases (EGs) have limited industrial applications due to its low thermostability and activity. Here, we aimed to improve the thermostability of EGs from<em> T.reesei</em> without reducing its activity counteracting the activity-stability trade-off. A cross-strategy combination of machine learning and B-factor analysis was used to predict beneficial amino acid substitution in EG loop optimization. Experimental validation showed single-site mutated EG concomitantly improved enzymatic activity and thermal properties by 17.21%–18.06% and 49.85%–62.90%, respectively, compared with wild-type EGs. Furthermore, the mechanism explained mutant variants had lower RMSD values and a more stable overall structure than the wild type. According to this study, EGs loop optimization is crucial for balancing the activity-stability trade-off, which may provide new insights into how loop region function interacts with enzymatic characteristics. Moreover, the cross-strategy between machine learning and B-factor analysis improved superior enzyme activity-stability performance, which integrated structure-dependent and sequence-dependent information.</p>
Factors associated with the gender gap in the STEM sector: Comparison of theoretical and empirical concept maps and qualitative SWOT analysis
<p>Word tree STEM</p>
Factors associated with the gender gap in the STEM sector: Comparison of theoretical and empirical concept maps and qualitative SWOT analysis
<p>Word tree gender</p>
Factors associated with the gender gap in the STEM sector: Comparison of theoretical and empirical concept maps and qualitative SWOT analysis
<p>Word tree gap</p>
Factors associated with the gender gap in the STEM sector: Comparison of theoretical and empirical concept maps and qualitative SWOT analysis
<p>Word tree rights</p>
Factors associated with the gender gap in the STEM sector: Comparison of theoretical and empirical concept maps and qualitative SWOT analysis
<p>Empirical conceptual map</p>
Factors associated with the gender gap in the STEM sector: Comparison of theoretical and empirical concept maps and qualitative SWOT analysis
<p>Theoretical concept map</p>
Analysis of the factors affecting the reservoir paradox phenomenon of drought disasters in mega-cities
<p>Taking Zhengzhou, a national central city in China, as an example, a social-hydrological model of the mega-city and a reservoir paradox evaluation system are constructed to quantitatively explain the coupling relationship and reservoir paradox phenomenon. The data and results are listed.</p>
Supplementary material 1 from: Habash M, Alshakhshir S, Awwad S, Abu-Samak M (2023) The discovery of potential tumor necrosis factor alpha converting enzyme inhibitors via implementation of K Nearest Neighbor QSAR analysis. Pharmacia 70(2): 247-261. https://doi.org/10.3897/pharmacia.70.e96423
The discovery of potential tumor necrosis factor alpha converting enzyme inhibitors via implementation of K Nearest Neighbor QSAR analysis
An Exploratory Factor Analysis of Code Quality Metrics
<p>Replication package for the paper "An Exploratory Factor Analysis of Code Quality Metrics"</p>
AneuploidyML_Datasets: Machine-learning analysis of factors that shape cancer aneuploidy landscapes reveals an important role for negative selection
<p>This is raw data that were used to build the processed dataset for training and testing the machine learning</p>
ADR external factor analysis for Spanish tourist spots
<p>Database summarizing the evolution of monthly ADR for 106 tourist spots in Spain and the evolution of some external factors that may be relevant: room supply by destinations, length of stay and international and domestic demand.</p>
Assessing Factors of User Participation in Social Media During Crisis Events: An Analysis of Features and Practices
<p>This data is analyzed and presented in the publication: Assessing Factors of User Participation in Social Media During Crisis Events: An Analysis of Features and Practices</p> <p><strong>Abstract</strong></p> <p>The relevance of employing social media in crisis scenarios has aroused interest for researchers and teams responsible for crisis management.<br> The aim of this study is to explore the experience and abilities of social media users related to such events.<br> For this, we conducted an analysis of the functionalities of social media used in this context, followed by a survey with users of social media.<br> The research included the participation of 159 individuals and queried whether the participants had previously witnessed crisis events, whether they habitually share information about these events, and whether they perceived the importance of this practice.<br> The results suggest that participants actively use social media and are inclined to share information about crisis events, provided improvements are made to the existing features.<br> This study offers contributions toward a more profound understanding of social media tools, user interaction, and information sharing while considering the challenges found during such events.</p>
Analysis of the Factors Influencing the Occurrence of Peri-implant Inflammation in Patients With Oral Implant Repair and Study on the Maintenance Effect of Subgingival Sandblasting
ClinicalTrials.gov study NCT06998160. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Analysis of Risk Factors of Neurodevelopmental Disorder in Deaf Infants Under Ten Months of Age.
ClinicalTrials.gov study NCT05423548. IPD Sharing: NO. Countries: 1. Publications: 1.
Risk Factors for Pediatric Emergence Agitation and Analysis of Serum or Urine Metabonomics in Children With Agitation
ClinicalTrials.gov study NCT04807998. IPD Sharing: NO. Countries: 1. Publications: 1.
Risk Factors Analysis for Clinical Important Postoperative Nausea and Vomiting
ClinicalTrials.gov study NCT06445920. IPD Sharing: NO. Countries: 1. Publications: 14.
Application of Linkage Analysis in the Identification of Novel Hereditary Factors in Familial Aneurysms
ClinicalTrials.gov study NCT06783803. IPD Sharing: NO. Countries: 1. Publications: 2.
Investigation on the Current Situation and Risk Factors Analysis of Exocrine Insufficiency in Chronic Pancreatitis
ClinicalTrials.gov study NCT06946108. IPD Sharing: NO. Countries: 1. Publications: 2.
ScienceDex guides
Understand access before you commit
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.